mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 25 Feb 2025

369 papers

  1. Comparative Analysis Based on DeepSeek, ChatGPT, and Google Gemini: Features, Techniques, Performance, Future ProspectsLLM reasoning → Reasoning benchmarks and evaluation +1
  2. FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent GuidanceDiffusion models → Image generation, text-to-image and editing
  3. Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous ConstraintsLLM safety and security → Jailbreaking
  4. Larger or Smaller Reward Margins to Select Preferences for Alignment?LLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  5. VOILA: Evaluation of MLLMs For Perceptual Understanding and Analogical ReasoningLLM reasoning → Multimodal reasoning +1
  6. from Benign import Toxic: Jailbreaking the Language Model via Adversarial MetaphorsLLM safety and security → Jailbreaking
  7. Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMsMultimodal LLMs / vision-language models → MLLM jailbreaks and adversarial robustness
  8. Efficient Test-Time Scaling via Self-CalibrationLLM reasoning → Test-time compute and efficient thinking
  9. A Cooperative Multi-Agent Framework for Zero-Shot Named Entity RecognitionLLM agents and tool use → General LLM agent frameworks and benchmarks
  10. MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference AlignmentLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  11. Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language ModelsLLM reasoning → Reasoning benchmarks and evaluation
  12. Adaptive conditional latent diffusion maps beam loss to 2D phase space projectionsDiffusion models → Flow matching, time series and science
  13. Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference DataLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  14. CayleyPy RL: Pathfinding and Reinforcement Learning on Cayley GraphsDeep reinforcement learning methods → RL for games and combinatorial optimization
  15. Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature SpacesDeep reinforcement learning methods → RL theory and sample complexity
  16. Independent Mobility GPT (IDM-GPT): A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning ModelsLLM agents and tool use → Multimodal and embodied agents
  17. Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG SystemsRetrieval-augmented generation → RAG pipeline design and evaluation
  18. Diffusion Models for conditional MRI generationDiffusion models → Medical imaging and segmentation
  19. Breaking Distortion-free Watermarks in Large Language ModelsLLM safety and security → Watermarking generated content and models
  20. Chain of Draft: Thinking Faster by Writing LessLLM reasoning → Prompting and chain-of-thought reasoning
  21. Scalable Best-of-N Selection for Large Language Models via Self-CertaintyLLM reasoning → Test-time compute and efficient thinking +1
  22. FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language ModelsLLM reasoning → Test-time compute and efficient thinking
  23. ARBoids: Adaptive Residual Reinforcement Learning With Boids Model for Cooperative Multi-USV Target DefenseDeep reinforcement learning methods → RL for robot navigation and UAV control
  24. What is the Alignment Objective of GRPO?LLM alignment / RLHF / preference optimisation → Process reward models for reasoning
  25. MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World ApplicationsLLM agents and tool use → Web, search, and research agents
  26. FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQARetrieval-augmented generation → Multimodal RAG
  27. CuDIP: Enhancing Theorem Proving in LLMs via Curriculum Learning-based Direct Preference OptimizationLLM reasoning → Mathematical reasoning +1
  28. FRIDA to the Rescue! Analyzing Synthetic Data Effectiveness in Object-Based Common Sense Reasoning for Disaster ResponseLLM reasoning → Spatial and embodied reasoning +1
  29. SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software EvolutionLLM reasoning → Reinforcement learning for reasoning
  30. olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language ModelsMultimodal LLMs / vision-language models → Document understanding and multimodal RAG
  31. MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement LearningLLM reasoning → Reasoning for agents, planning and code +1
  32. ToMCAT: Theory-of-Mind for Cooperative Agents in Teams via Multiagent Diffusion PoliciesDiffusion models → Diffusion and flow policies for robotics
  33. What Makes the Preferred Thinking Direction for LLMs in Multiple-choice Questions?LLM reasoning → Reasoning benchmarks and evaluation
  34. TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model ReasoningLLM reasoning → Reasoning for agents, planning and code +1
  35. Rank1: Test-Time Compute for Reranking in Information RetrievalLLM reasoning → Knowledge- and tool-augmented reasoning
  36. OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human PreferenceMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning +1
  37. AgentRM: Enhancing Agent Generalization with Reward ModelingLLM agents and tool use → Reinforcement learning for LLM agents +1
  38. KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented GenerationRetrieval-augmented generation → Knowledge-graph and structured-knowledge RAG
  39. WebGames: Challenging General-Purpose Web-Browsing AI AgentsLLM agents and tool use → Web, search, and research agents
  40. RefuteBench 2.0 -- Agentic Benchmark for Dynamic Evaluation of LLM Responses to Refutation InstructionLLM agents and tool use → General LLM agent frameworks and benchmarks
  41. LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language RepresentationDiffusion models → Image generation, text-to-image and editing
  42. AMPO: Active Multi-Preference Optimization for Self-play Preference SelectionLLM alignment / RLHF / preference optimisation → LLM preference optimization methods +1
  43. Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language ModelsMultimodal LLMs / vision-language models → MLLM jailbreaks and adversarial robustness +1
  44. Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision SupportLLM reasoning → Clinical and biomedical applications
  45. Unveiling and Causalizing CoT: A Causal PespectiveLLM reasoning → Prompting and chain-of-thought reasoning
  46. Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-AgentLLM agents and tool use → Financial trading and forecasting agents
  47. Synthesizing Consistent Novel Views via 3D Epipolar Attention without Re-TrainingDiffusion models → 3D, point cloud and scene generation
  48. Intersubjective Model of AI-mediated Communication: Augmenting Human-Human Text Chat through LLM-based Adaptive Agent PairLLM agents and tool use → General LLM agent frameworks and benchmarks
  49. VCT: Training Consistency Models with Variational Noise CouplingDiffusion models → Diffusion foundations and sampling
  50. Multi-Perspective Data Augmentation for Few-shot Object DetectionDiffusion models → Image generation, text-to-image and editing
  51. Steering Language Model to Stable Speech Emotion Recognition via Contextual Perception and Chain of ThoughtLLM reasoning → Audio-language model reasoning
  52. ChatMotion: A Multimodal Multi-Agent for Human Motion AnalysisMultimodal LLMs / vision-language models → Embodied and 3D vision-language models +1
  53. Jacobian Sparse Autoencoders: Sparsify Computations, Not Just ActivationsMechanistic interpretability → Sparse autoencoder training and evaluation
  54. Carbon and Silicon, Coexist or Compete? A Survey on Human-AI Interactions in Agent-based Modeling and SimulationLLM agents and tool use → General LLM agent frameworks and benchmarks
  55. LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented SearchersRetrieval-augmented generation → RAG pipeline design and evaluation
  56. Large Language Model Driven Agents for Simulating Echo Chamber FormationLLM agents and tool use → Social simulation and multi-agent debate
  57. Controlling dynamics of stochastic systems with deep reinforcement learningDeep reinforcement learning methods → RL theory and sample complexity
  58. Uncertainty Quantification in Retrieval Augmented Question AnsweringRetrieval-augmented generation → RAG robustness and adaptive retrieval
  59. Detecting Offensive Memes with Social Biases in Singapore Context Using Multimodal Large Language ModelsMultimodal LLMs / vision-language models → Document understanding and multimodal RAG
  60. Stackelberg Self-Annotation: A Robust Approach to Data-Efficient LLM AlignmentLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  61. Towards Thinking-Optimal Scaling of Test-Time Compute for LLM ReasoningLLM reasoning → Test-time compute and efficient thinking
  62. Recursive Learning Without Collapse: A Weighting-Based Stabilization FrameworkSynthetic data and self-improvement for LLMs → Model collapse from synthetic data
  63. VLM-E2E: Enhancing End-to-End Autonomous Driving with Multimodal Driver Attention FusionEnd-to-end autonomous driving → VLMs for autonomous driving
  64. AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource languagesKnowledge distillation → Knowledge distillation for LLMs
  65. ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning AgentsRetrieval-augmented generation → Multimodal RAG
  66. Unveiling the Key Factors for Distilling Chain-of-Thought ReasoningLLM reasoning → Prompting and chain-of-thought reasoning +1
  67. Thinking like a CHEMIST: Combined Heterogeneous Embedding Model Integrating Structure and TokensLLM reasoning → Clinical and biomedical applications
  68. Provable Performance Bounds for Digital Twin-driven Deep Reinforcement Learning in Wireless Networks: A Novel Digital-Twin Bisimulation MetricDeep reinforcement learning methods → RL for energy, networks and operations
  69. Agent Trading Arena: A Study on Numerical Understanding in LLM-Based AgentsLLM agents and tool use → Financial trading and forecasting agents
  70. On Synthetic Data Strategies for Domain-Specific Generative RetrievalSynthetic data and self-improvement for LLMs → LLM synthetic data generation
  71. Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual EnvironmentsLLM reasoning → Reasoning benchmarks and evaluation
  72. Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion ModelsDiffusion models → Medical imaging and segmentation
  73. InVDriver: Intra-Instance Aware Vectorized Query-Based Autonomous Driving TransformerEnd-to-end autonomous driving → End-to-end system architecture
  74. DeepSeek-R1 Outperforms Gemini 2.0 Pro, OpenAI o1, and o3-mini in Bilingual Complex Ophthalmology ReasoningLLM reasoning → Clinical and biomedical applications
  75. Assessing Agentic Large Language Models in Multilingual National BiasLLM agents and tool use → Social simulation and multi-agent debate
  76. Structure-prior Informed Diffusion Model for Graph Source Localization with Limited DataDiffusion models → Flow matching, time series and science
  77. Advantage-Guided Distillation for Preference Alignment in Small Language ModelsLLM alignment / RLHF / preference optimisation → LLM preference optimization methods +1
  78. LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress PredictionLLM reasoning → Mathematical reasoning
  79. FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language ModelsLLM agents and tool use → Web, search, and research agents
  80. Towards Sustainable Web Agents: A Plea for Transparency and Dedicated Metrics for Energy ConsumptionLLM agents and tool use → Web, search, and research agents
  81. RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-ThoughtsLLM reasoning → Knowledge- and tool-augmented reasoning +1
  82. VVRec: Reconstruction Attacks on DL-based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma DistributionDiffusion models → 3D, point cloud and scene generation
  83. Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine LearningRetrieval-augmented generation → Medical and biomedical RAG
  84. LR^2Bench: Evaluating Long-chain Reflective Reasoning Capabilities of Large Language Models via Constraint Satisfaction ProblemsLLM reasoning → Reasoning benchmarks and evaluation
  85. Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented GenerationRetrieval-augmented generation → RAG robustness and adaptive retrieval
  86. MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning AttacksMultimodal LLMs / vision-language models → MLLM jailbreaks and adversarial robustness +1
  87. A General Framework to Enhance Fine-tuning-based LLM UnlearningLLM safety and security → Machine unlearning
  88. Can Multimodal LLMs Perform Time Series Anomaly Detection?Multimodal LLMs / vision-language models → Chart understanding and anomaly detection
  89. DocPuzzle: A Process-Aware Benchmark for Evaluating Realistic Long-Context Reasoning CapabilitiesLLM reasoning → Reasoning benchmarks and evaluation +1
  90. Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced TrainingLLM reasoning → Reasoning benchmarks and evaluation
  91. Adaptive Nesterov Accelerated Distributional Deep Hedging for Efficient Volatility Risk ManagementDeep reinforcement learning methods → Adversarial robustness and RL in finance
  92. FoREST: Frame of Reference Evaluation in Spatial Reasoning TasksLLM reasoning → Spatial and embodied reasoning
  93. Applications of deep reinforcement learning to urban transit network designDeep reinforcement learning methods → RL for autonomous driving and traffic
  94. Toward 6-DOF Autonomous Underwater Vehicle Energy-Aware Position Control based on Deep Reinforcement Learning: Preliminary ResultsDeep reinforcement learning methods → RL for robot navigation and UAV control
  95. EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models
  96. VALUE: Value-Aware Large Language Model for Query Rewriting via Weighted Trie in Sponsored Search
  97. BoxRL-NNV: Boxed Refinement of Latin Hypercube Samples for Neural Network Verification
  98. Synthetic Categorical Restructuring large Or How AIs Gradually Extract Efficient Regularities from Their Experience of the World
  99. Physics- and data-driven Active Learning of neural network representations for free energy functions of materials from statistical mechanics
  100. GeoJEPA: Towards Eliminating Augmentation- and Sampling Bias in Multimodal Geospatial Learning
All 369
  1. Between Innovation and Oversight: A Cross-Regional Study of AI Risk Management Frameworks in the EU, U.S., UK, and China
  2. Complex Networks for Pattern-Based Data Classification
  3. A Materials Foundation Model via Hybrid Invariant-Equivariant Architectures
  4. Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research
  5. Effect of Gender Fair Job Description on Generative AI Images
  6. A Collection of Innovations in Medical AI for patient records in 2024
  7. SMT(LIA) Sampling with High Diversity
  8. Data Augmentation for Instruction Following Policies via Trajectory Segmentation
  9. Transforming the Voice of the Customer: Large Language Models for Identifying Customer Needs
  10. From Small to Large Language Models: Revisiting the Federalist Papers
  11. Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale
  12. Neural Manifolds and Cognitive Consistency: A New Approach to Memory Consolidation in Artificial Systems
  13. An Analysis of Data Transformation Effects on Segment Anything 2
  14. Memory-Free and Parallel Computation for Quantized Spiking Neural Networks
  15. A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency-Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network
  16. Constraining Sequential Model Editing with Editing Anchor Compression
  17. MergeIT: From Selection to Merging for Efficient Instruction Tuning
  18. optimizn: a Python Library for Developing Customized Optimization Algorithms
  19. KatFishNet: Detecting LLM-Generated Korean Text through Linguistic Feature Analysis
  20. Creator-Side Recommender System: Challenges, Designs, and Applications
  21. Opus: A Workflow Intention Framework for Complex Workflow Generation
  22. Differentially Private Federated Learning With Time-Adaptive Privacy Spending
  23. TerraTrace: Temporal Signature Land Use Mapping System
  24. Tukey Depth Mechanisms for Practical Private Mean Estimation
  25. H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction
  26. Enhancing Image Classification with Augmentation: Data Augmentation Techniques for Improved Image Classification
  27. Hybrid Voting-Based Task Assignment in Role-Playing Games
  28. Speaking the Right Language: The Impact of Expertise Alignment in User-AI Interactions
  29. AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development
  30. Comparing Native and Non-native English Speakers' Behaviors in Collaborative Writing through Visual Analytics
  31. Scaffolding Empathy: Training Counselors with Simulated Patients and Utterance-level Performance Visualizations
  32. Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support
  33. Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT
  34. Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources
  35. Steered Generation via Gradient Descent on Sparse Features
  36. Contextual effects of sentiment deployment in human and machine translation
  37. WhatELSE: Shaping Narrative Spaces at Configurable Level of Abstraction for AI-bridged Interactive Storytelling
  38. Quantum Machine Learning in Precision Medicine and Drug Discovery -- A Game Changer for Tailored Treatments?
  39. Automated Knowledge Component Generation for Interpretable Knowledge Tracing in Coding Problems
  40. On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels
  41. A Distributional Treatment of Real2Sim2Real for Object-Centric Agent Adaptation in Vision-Driven Deformable Linear Object Manipulation
  42. Tight Bounds on the Binomial CDF, and the Minimum of i.i.d Binomials, in terms of KL-Divergence
  43. Expected Variational Inequalities
  44. Mind the Gap: Bridging the Divide Between AI Aspirations and the Reality of Autonomous Characterization
  45. Tighten The Lasso: A Convex Hull Volume-based Anomaly Detection Method
  46. Error-related Potential driven Reinforcement Learning for adaptive Brain-Computer Interfaces
  47. DeBUGCN -- Detecting Backdoors in CNNs Using Graph Convolutional Networks
  48. Transported Memory Networks accelerating Computational Fluid Dynamics
  49. Neurobiber: Fast and Interpretable Stylistic Feature Extraction
  50. Autonomous Vision-Guided Resection of Central Airway Obstruction
  51. What are Foundation Models Cooking in the Post-Soviet World?
  52. Learning and Computation of Phi-Equilibria at the Frontier of Tractability
  53. Differentially Private Iterative Screening Rules for Linear Regression
  54. Colored Jones Polynomials and the Volume Conjecture
  55. Transfer Learning for Transient Classification: From Simulations to Real Data and ZTF to LSST
  56. Application of Attention Mechanism with Bidirectional Long Short-Term Memory (BiLSTM) and CNN for Human Conflict Detection using Computer Vision
  57. Applications of Statistical Field Theory in Deep Learning
  58. Steganography Beyond Space-Time with Chain of Multimodal AI
  59. Multi-class Seismic Building Damage Assessment from InSAR Imagery using Quadratic Variational Causal Bayesian Inference
  60. PII-Bench: Evaluating Query-Aware Privacy Protection Systems
  61. Revisiting Convolution Architecture in the Realm of DNA Foundation Models
  62. A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning
  63. MAFE: Enabling Equitable Algorithm Design in Multi-Agent Multi-Stage Decision-Making Systems
  64. Convolutional neural networks for mineral prospecting through alteration mapping with remote sensing data
  65. Enhancing Hepatopathy Clinical Trial Efficiency: A Secure, Large Language Model-Powered Pre-Screening Pipeline
  66. IMPROVE: Iterative Model Pipeline Refinement and Optimization Leveraging LLM Experts
  67. Heterogeneous Decision Making in Mixed Traffic: Uncertainty-aware Planning and Bounded Rationality
  68. Allocating Variance to Maximize Expectation
  69. Scalable Equilibrium Sampling with Sequential Boltzmann Generators
  70. K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs
  71. DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
  72. LLM-Based Design Pattern Detection
  73. Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing
  74. Supervised Reward Inference
  75. Exploring Gender Disparities in Automatic Speech Recognition Technology
  76. Global law of conjugate kernel random matrices with heavy-tailed weights
  77. PyEvalAI: AI-assisted evaluation of Jupyter Notebooks for immediate personalized feedback
  78. Compressing Language Models for Specialized Domains
  79. GHOST 2.0: generative high-fidelity one shot transfer of heads
  80. MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification
  81. GLEAN: Active Generalized Category Discovery with Diverse LLM Feedback
  82. Comparative Analysis of MDL-VAE vs. Standard VAE on 202 Years of Gynecological Data
  83. TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting
  84. The Gradient of Algebraic Model Counting
  85. Enhancing DNA Foundation Models to Address Masking Inefficiencies
  86. SPECTRE: An FFT-Based Efficient Drop-In Replacement to Self-Attention for Long Contexts
  87. Learning sparse generalized linear models with binary outcomes via iterative hard thresholding
  88. Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods
  89. How Far are LLMs from Real Search? A Comprehensive Study on Efficiency, Completeness, and Inherent Capabilities
  90. Mechanistic PDE Networks for Discovery of Governing Equations
  91. EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity
  92. MindMem: Multimodal for Predicting Advertisement Memorability Using LLMs and Deep Learning
  93. Near-Shore Mapping for Detection and Tracking of Vessels
  94. ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
  95. Which Contributions Deserve Credit? Perceptions of Attribution in Human-AI Co-Creation
  96. DBR: Divergence-Based Regularization for Debiasing Natural Language Understanding Models
  97. Graph Inference with Effective Resistance Queries
  98. Modeling Neural Activity with Conditionally Linear Dynamical Systems
  99. BRIDO: Bringing Democratic Order to Abstractive Summarization
  100. Structural Alignment Improves Graph Test-Time Adaptation
  101. From Vision to Sound: Advancing Audio Anomaly Detection with Vision-Based Algorithms
  102. Accelerated Training on Low-Power Edge Devices
  103. Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management
  104. Self-Supervised Data Generation for Precision Agriculture: Blending Simulated Environments with Real Imagery
  105. Mapping of Subjective Accounts into Interpreted Clusters (MOSAIC): Topic Modelling and LLM applied to Stroboscopic Phenomenology
  106. WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More Challenging
  107. GraphRank Pro+: Advancing Talent Analytics Through Knowledge Graphs and Sentiment-Enhanced Skill Profiling
  108. Learning atomic forces from uncertainty-calibrated adversarial attacks
  109. Looking forward: Linguistic theory and methods
  110. GCDance: Genre-Controlled Music-Driven 3D Full Body Dance Generation
  111. Exploring proteomic signatures in sepsis and non-infectious systemic inflammatory response syndrome
  112. Bayesian Computation in Deep Learning
  113. Smart and Efficient IoT-Based Irrigation System Design: Utilizing a Hybrid Agent-Based and System Dynamics Approach
  114. DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis
  115. Mixing Any Cocktail with Limited Ingredients: On the Structure of Payoff Sets in Multi-Objective POMDPs and its Impact on Randomised Strategies
  116. How Vital is the Jurisprudential Relevance: Law Article Intervened Legal Case Retrieval and Matching
  117. Neural Network Graph Similarity Computation Based on Graph Fusion
  118. Uncertainty Modeling in Multimodal Speech Analysis Across the Psychosis Spectrum
  119. Nested Expectations with Kernel Quadrature
  120. Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases
  121. Near-Optimal Approximations for Bayesian Inference in Function Space
  122. Self-Adjust Softmax
  123. Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization
  124. Iterative Counterfactual Data Augmentation
  125. Causal AI-based Root Cause Identification: Research to Practice at Scale
  126. Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
  127. Software implemented fault diagnosis of natural gas pumping unit based on feedforward neural network
  128. Multi-label out-of-distribution detection via evidential learning
  129. UASTrack: A Unified Adaptive Selection Framework with Modality-Customization in Single Object Tracking
  130. FLARE: A Framework for Stellar Flare Forecasting using Stellar Physical Properties and Historical Records
  131. Connecting Voices: LoReSpeech as a Low-Resource Speech Parallel Corpus
  132. Learning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose Estimation
  133. Near-optimal Active Regression of Single-Index Models
  134. League: Leaderboard Generation on Demand
  135. Grandes modelos de lenguaje: de la predicci'on de palabras a la comprensi'on?
  136. DenoMAE2.0: Improving Denoising Masked Autoencoders by Classifying Local Patches
  137. Differentially private synthesis of Spatial Point Processes
  138. Graph Augmentation for Cross Graph Domain Generalization
  139. VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with AtrousLoRA
  140. Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs
  141. Recurrent Neural Networks for Dynamic VWAP Execution: Adaptive Trading Strategies with Temporal Kolmogorov-Arnold Networks
  142. CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification
  143. SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models
  144. Sharper Risk Bound for Multi-Task Learning with Multi-Graph Dependent Data
  145. iTrash: Incentivized Token Rewards for Automated Sorting and Handling
  146. Monitoring snow avalanches from SAR data with deep learning
  147. Can LLMs Explain Themselves Counterfactually?
  148. SASSHA: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian Approximation
  149. A Real-time Spatio-Temporal Trajectory Planner for Autonomous Vehicles with Semantic Graph Optimization
  150. Realistic Clothed Human and Object Joint Reconstruction from a Single Image
  151. NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts
  152. LightFC-X: Lightweight Convolutional Tracker for RGB-X Tracking
  153. Actively Inferring Optimal Measurement Sequences
  154. SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference
  155. Inverse Materials Design by Large Language Model-Assisted Generative Framework
  156. HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge
  157. Personalized Federated Learning for Egocentric Video Gaze Estimation with Comprehensive Parameter Frezzing
  158. EU-Nets: Enhanced, Explainable and Parsimonious U-Nets
  159. Enhancing Reusability of Learned Skills for Robot Manipulation via Gaze Information and Motion Bottlenecks
  160. Bayesian Optimization for Controlled Image Editing via LLMs
  161. PromptMID: Modal Invariant Descriptors Based on Diffusion and Vision Foundation Models for Optical-SAR Image Matching
  162. The Built-In Robustness of Decentralized Federated Averaging to Bad Data
  163. FwNet-ECA: A Classification Model Enhancing Window Attention with Global Receptive Fields via Fourier Filtering Operations
  164. A Fusion Model for Artwork Identification Based on Convolutional Neural Networks and Transformers
  165. Examining the Threat Landscape: Foundation Models and Model Stealing
  166. MRBTP: Efficient Multi-Robot Behavior Tree Planning and Collaboration
  167. HEROS-GAN: Honed-Energy Regularized and Optimal Supervised GAN for Enhancing Accuracy and Range of Low-Cost Accelerometers
  168. Defining bias in AI-systems: Biased models are fair models
  169. Escaping The Big Data Paradigm in Self-Supervised Representation Learning
  170. A Market for Accuracy: Classification under Competition
  171. Uncertainty-aware abstention in medical diagnosis based on medical texts
  172. Progressive Local Alignment for Medical Multimodal Pre-training
  173. Enhancing 5G O-RAN Communication Efficiency Through AI-Based Latency Forecasting
  174. S-Graphs 2.0 -- A Hierarchical-Semantic Optimization and Loop Closure for SLAM
  175. Openfly: A comprehensive platform for aerial vision-language navigation
  176. AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models
  177. Harnessing Multiple Large Language Models: A Survey on LLM Ensemble
  178. ExPath: Targeted Pathway Inference for Biological Knowledge Bases via Graph Learning and Explanation
  179. Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference
  180. Verdict: A Library for Scaling Judge-Time Compute
  181. High-precision visual navigation device calibration method based on collimator
  182. Patient Trajectory Prediction: Integrating Clinical Notes with Transformers
  183. NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms
  184. A Radon-Nikod'ym Perspective on Anomaly Detection: Theory and Implications
  185. GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes
  186. Shedding Light on the Polymer's Identity: Microplastic Detection and Identification Through Nile Red Staining and Multispectral Imaging (FIMAP)
  187. A Perspective on Symbolic Machine Learning in Physical Sciences
  188. MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification
  189. Generalized Decision Focused Learning under Imprecise Uncertainty--Theoretical Study
  190. Machine Learning-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database
  191. Model-Free Adversarial Purification via Coarse-To-Fine Tensor Network Representation
  192. Improved YOLOv7x-Based Defect Detection Algorithm for Power Equipment
  193. Language Models' Factuality Depends on the Language of Inquiry
  194. CaseGen: A Benchmark for Multi-Stage Legal Case Documents Generation
  195. Optimal Brain Apoptosis
  196. Deep-JGAC: End-to-End Deep Joint Geometry and Attribute Compression for Dense Colored Point Clouds
  197. The Art of Beating the Odds with Predictor-Guided Random Design Space Exploration
  198. 3D Anatomical Structure-guided Deep Learning for Accurate Diffusion Microstructure Imaging
  199. Integrating Boosted learning with Differential Evolution (DE) Optimizer: A Prediction of Groundwater Quality Risk Assessment in Odisha
  200. Techniques for Enhancing Memory Capacity of Reservoir Computing
  201. Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness
  202. C-LoRA: Continual Low-Rank Adaptation for Pre-trained Visual Models
  203. AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment
  204. Batch normalization does not improve initialization
  205. Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs
  206. Enhancing Speech Quality through the Integration of BGRU and Transformer Architectures
  207. Scaling LLM Pre-training with Vocabulary Curriculum
  208. FactFlow: Automatic Fact Sheet Generation and Customization from Tabular Dataset via AI Chain Design & Implementation
  209. BD Currency Detection: A CNN Based Approach with Mobile App Integration
  210. Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
  211. Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation
  212. VeriPlan: Integrating Formal Verification and LLMs into End-User Planning
  213. FetchBot: Learning Generalizable Object Fetching in Cluttered Scenes via Zero-Shot Sim2Real
  214. Sample-Efficient Diffusion-based Control of Complex Physics Systems
  215. Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models
  216. A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs
  217. From underwater to aerial: a novel multi-scale knowledge distillation approach for coral reef monitoring
  218. Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers
  219. Dual Classification Head Self-training Network for Cross-scene Hyperspectral Image Classification
  220. Towards Enhanced Immersion and Agency for LLM-based Interactive Drama
  221. An Efficient Self-Supervised Framework for Long-Sequence EEG Modeling
  222. Contrastive Learning with Nasty Noise
  223. Mitigating Attrition: Data-Driven Approach Using Machine Learning and Data Engineering
  224. A Survey: Spatiotemporal Consistency in Video Generation
  225. HRR: Hierarchical Retrospection Refinement for Generated Image Detection
  226. UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting
  227. SYNTHEMPATHY: A Scalable Empathy Corpus Generated Using LLMs Without Any Crowdsourcing
  228. Sketch-1-to-3: One Single Sketch to 3D Detailed Face Reconstruction
  229. A Novel Retinal Image Contrast Enhancement -- Fuzzy-Based Method
  230. Armada: Memory-Efficient Distributed Training of Large-Scale Graph Neural Networks
  231. LeanKAN: A Parameter-Lean Kolmogorov-Arnold Network Layer with Improved Memory Efficiency and Convergence Behavior
  232. Automatic Vehicle Detection using DETR: A Transformer-Based Approach for Navigating Treacherous Roads
  233. Task-Driven Semantic Quantization and Imitation Learning for Goal-Oriented Communications
  234. A Combinatorial Identities Benchmark for Theorem Proving via Automated Theorem Generation
  235. TagGAN: A Generative Model for Data Tagging
  236. Weakly Supervised Pixel-Level Annotation with Visual Interpretability
  237. Easy-Poly: An Easy Polyhedral Framework For 3D Multi-Object Tracking
  238. CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems
  239. Predicting Through Generation: Why Generation Is Better for Prediction
  240. An Overview of Large Language Models for Statisticians
  241. Safe Multi-Agent Navigation guided by Goal-Conditioned Safe Reinforcement Learning
  242. URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models
  243. Research on Enhancing Cloud Computing Network Security using Artificial Intelligence Algorithms
  244. Enhancing Human Evaluation in Machine Translation with Comparative Judgment
  245. LAM: Large Avatar Model for One-shot Animatable Gaussian Head
  246. PVBF: A Framework for Mitigating Parameter Variation Imbalance in Online Continual Learning
  247. SYNTHIA: Novel Concept Design with Affordance Composition
  248. On-device edge learning for IoT data streams: a survey
  249. AIR: Complex Instruction Generation via Automatic Iterative Refinement
  250. Exploring the Potential of Large Language Models for Estimating the Reading Comprehension Question Difficulty
  251. MuCoS: Efficient Drug-Target Prediction through Multi-Context-Aware Sampling
  252. Tip of the Tongue Query Elicitation for Simulated Evaluation
  253. How Many Human Survey Respondents is a Large Language Model Worth? An Uncertainty Quantification Perspective
  254. An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses
  255. Sample Selection via Contrastive Fragmentation for Noisy Label Regression
  256. Improving Transformer Based Line Segment Detection with Matched Predicting and Re-ranking
  257. DeepSeek vs. ChatGPT vs. Claude: A Comparative Study for Scientific Computing and Scientific Machine Learning Tasks
  258. Design and implementation of a distributed security threat detection system integrating federated learning and multimodal LLM
  259. A digital eye-fixation biomarker using a deep anomaly scheme to classify Parkisonian patterns
  260. AI-driven 3D Spatial Transcriptomics
  261. Label-free Prediction of Vascular Connectivity in Perfused Microvascular Networks in vitro
  262. Robust and Efficient Deep Hedging via Linearized Objective Neural Network
  263. Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos
  264. Graded Neural Networks
  265. Detection of LLM-Paraphrased Code and Identification of the Responsible LLM Using Coding Style Features
  266. FinP: Fairness-in-Privacy in Federated Learning by Addressing Disparities in Privacy Risk
  267. Conformal Prediction Under Generalized Covariate Shift with Posterior Drift
  268. Are GNNs doomed by the topology of their input graph?
  269. Phoeni6: a Systematic Approach for Evaluating the Energy Consumption of Neural Networks