mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 20 Dec 2024

287 papers

  1. Level-Navi Agent: A Framework and benchmark for Chinese Web Search AgentsLLM agents and tool use → Web, search, and research agents
  2. Reconstructing 3D Flow from 2D Data with Diffusion TransformerDiffusion models → Flow matching, time series and science
  3. Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and PlanningDeep reinforcement learning methods → Deep RL algorithms and representations
  4. LiRCDepth: Lightweight Radar-Camera Depth Estimation via Knowledge Distillation and Uncertainty GuidanceKnowledge distillation → Detection and dense prediction distillation
  5. REFA: Reference Free Alignment for multi-preference optimizationLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  6. A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction GenerationMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  7. Human-Readable Adversarial Prompts: An Investigation into LLM Vulnerabilities Using Situational ContextLLM safety and security → Jailbreaking
  8. Deliberative Alignment: Reasoning Enables Safer Language ModelsLLM reasoning → Reasoning for agents, planning and code
  9. Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative StudySynthetic data and self-improvement for LLMs → Medical synthetic data and agents
  10. Towards Safe and Honest AI Agents with Neural Self-Other OverlapLLM agents and tool use → Social simulation and multi-agent debate
  11. HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge BasesRetrieval-augmented generation → RAG robustness and adaptive retrieval
  12. Autoware.Flex: Human-Instructed Dynamically Reconfigurable Autonomous Driving SystemsEnd-to-end autonomous driving → Large language models for driving
  13. Inference Scaling vs Reasoning: An Empirical Analysis of Compute-Optimal LLM Problem-SolvingLLM reasoning → Test-time compute and efficient thinking
  14. PromptLA: Towards Integrity Verification of Black-box Text-to-Image Diffusion ModelsDiffusion models → Robustness, privacy and adversarial aspects
  15. Decoding fairness: a reinforcement learning perspectiveDeep reinforcement learning methods → RL for games and combinatorial optimization
  16. Optimizing Low-Speed Autonomous Driving: A Reinforcement Learning Approach to Route Stability and Maximum SpeedEnd-to-end autonomous driving → Reinforcement learning for driving +1
  17. HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language EmbeddingMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  18. Frequency Is What You Need: Considering Word Frequency When Text Masking Benefits Vision-Language Model Pre-trainingMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  19. Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision TasksState-space sequence models (S4, Mamba) → Vision Mamba backbones
  20. Offline Reinforcement Learning for LLM Multi-Step ReasoningLLM reasoning → Reinforcement learning for reasoning +2
  21. PromptOptMe: Error-Aware Prompt Compression for LLM-based MT Evaluation MetricsEfficient LLM inference and serving → Prompt and context compression
  22. PruneVid: Visual Token Pruning for Efficient Video Large Language ModelsEfficient LLM inference and serving → Visual token pruning in multimodal models
  23. CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers UpDiffusion models → Video generation
  24. Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAGRetrieval-augmented generation → Medical and biomedical RAG
  25. Federated Diffusion Modeling with Differential Privacy for Tabular Data SynthesisDiffusion models → Robustness, privacy and adversarial aspects
  26. Formal Mathematical Reasoning: A New Frontier in AILLM reasoning → Mathematical reasoning
  27. Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac FluoroscopyDiffusion models → Medical imaging and segmentation
  28. SafeCFG: Controlling Harmful Features with Dynamic Safe Guidance for Safe GenerationDiffusion models → Robustness, privacy and adversarial aspects
  29. APIRL: Deep Reinforcement Learning for REST API FuzzingDeep reinforcement learning methods → RL training of language and agent models
  30. Mamba-based Deep Learning Approach for Sleep Staging on a Wireless Multimodal Wearable System without ElectroencephalographyState-space sequence models (S4, Mamba) → Physiological signal modeling
  31. MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Classification and DetectionMultimodal LLMs / vision-language models → Medical vision-language models
  32. What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical ReasoningLLM reasoning → Reinforcement learning for reasoning +1
  33. Semi-Supervised Adaptation of Diffusion Models for Handwritten Text GenerationDiffusion models → Image generation, text-to-image and editing
  34. Multi-dimensional Visual Prompt Enhanced Image Restoration via Mamba-Transformer AggregationState-space sequence models (S4, Mamba) → Mamba for image restoration
  35. Align Anything: Training All-Modality Models to Follow Instructions with Language FeedbackLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  36. WebLLM: A High-Performance In-Browser LLM Inference EngineEfficient LLM inference and serving → Serving systems and request scheduling
  37. Diffusion-Based Conditional Image Editing through Optimized Inference with GuidanceDiffusion models → Image generation, text-to-image and editing
  38. Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex ReasoningLLM reasoning → Mathematical reasoning +1
  39. Extracting Interpretable Task-Specific Circuits from Large Language Models for Faster InferenceMechanistic interpretability → Knowledge and representations inside LLMs
  40. Critique of Impure Reason: Unveiling the reasoning behaviour of medical Large Language ModelsLLM reasoning → Clinical and biomedical applications
  41. VORD: Visual Ordinal Calibration for Mitigating Object Hallucinations in Large Vision-Language ModelsMultimodal LLMs / vision-language models → Hallucination mitigation in LVLMs
  42. Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent CollaborationLLM agents and tool use → General LLM agent frameworks and benchmarks
  43. Theory of Mixture-of-Experts for Mobile Edge ComputingMixture-of-experts → Expert routing strategies
  44. DOLLAR: Few-Step Video Generation via Distillation and Latent Reward OptimizationDiffusion models → Video generation +1
  45. BS-LDM: Effective Bone Suppression in High-Resolution Chest X-Ray Images with Conditional Latent Diffusion ModelsDiffusion models → Medical imaging and segmentation
  46. SCENIC: Scene-aware Semantic Navigation with Instruction-guided ControlDiffusion models → 3D, point cloud and scene generation
  47. Adaptable and Precise: Enterprise-Scenario LLM Function-Calling Capability Training PipelineLLM agents and tool use → General LLM agent frameworks and benchmarks
  48. Error-driven Data-efficient Large Multimodal Model TuningMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  49. Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-EvolutionMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning +1
  50. CustomTTT: Motion and Appearance Customized Video Generation via Test-Time TrainingDiffusion models → Video generation
  51. A New Method to Capturing Compositional Knowledge in Linguistic SpaceMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  52. Can Input Attributions Explain Inductive Reasoning in In-Context Learning?LLM reasoning → Reasoning benchmarks and evaluation
  53. JailPO: A Novel Black-box Jailbreak Framework via Preference Optimization against Aligned LLMsLLM alignment / RLHF / preference optimisation → Safety alignment and jailbreak attacks +1
  54. 3D Shape Tokenization via Latent Flow MatchingDiffusion models → 3D, point cloud and scene generation
  55. Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool UsageLLM agents and tool use → Tool learning and function calling
  56. Don't Do RAG: When Cache-Augmented Generation is All You Need for Knowledge TasksRetrieval-augmented generation → Generation and context integration
  57. Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem GenerationLLM reasoning → Mathematical reasoning
  58. Dexterous Manipulation Based on Prior Dexterous Grasp Pose KnowledgeDeep reinforcement learning methods → RL for robot locomotion and manipulation
  59. Score-based Generative Diffusion Models for Social RecommendationsDiffusion models → Diffusion recommenders
  60. QUART-Online: Latency-Free Large Multimodal Language Model for Quadruped Robot LearningMultimodal LLMs / vision-language models → Embodied and 3D vision-language models +1
  61. NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional ReasoningLLM reasoning → Clinical and biomedical applications
  62. VLM-RL: A Unified Vision Language Models and Reinforcement Learning Framework for Safe Autonomous DrivingMultimodal LLMs / vision-language models → Driving VLMs and open-vocabulary detection +1
  63. ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion ModelDiffusion models → Inverse problems and image restoration
  64. FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHFLLM alignment / RLHF / preference optimisation → Human values and AI feedback alignment
  65. SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to BranchOffline RL and imitation learning from data → Inverse reinforcement learning +1
  66. XRAG: eXamining the Core -- Benchmarking Foundational Components in Advanced Retrieval-Augmented GenerationRetrieval-augmented generation → RAG pipeline design and evaluation
  67. Generalized Back-Stepping Experience Replay in Sparse-Reward EnvironmentsDeep reinforcement learning methods → Deep RL algorithms and representations
  68. PolySmart @ TRECVid 2024 Video Captioning (VTT)Multimodal LLMs / vision-language models → Video understanding with MLLMs
  69. Mitigating Social Bias in Large Language Models: A Multi-Objective Approach within a Multi-Agent FrameworkLLM agents and tool use → Social simulation and multi-agent debate
  70. TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool UseLLM agents and tool use → Tool learning and function calling
  71. Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and CoverageMultimodal LLMs / vision-language models → Hallucination mitigation in LVLMs
  72. Enhancing Green Economy with Artificial Intelligence: Role of Energy Use and FDI in the United States
  73. Developing an Ontology for AI Act Fundamental Rights Impact Assessments
  74. A Computational Model of Learning and Memory Using Structurally Dynamic Cellular Automata
  75. Optimal bounds for dissatisfaction in perpetual voting
  76. A Breadth-First Catalog of Text Processing, Speech Processing and Multimodal Research in South Asian Languages
  77. KRAIL: A Knowledge-Driven Framework for Base Human Reliability Analysis Integrating IDHEAS and Large Language Models
  78. EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
  79. The Unreasonable Effectiveness of Open Science in AI: A Replication Study
  80. Graph Structure Refinement with Energy-based Contrastive Learning
  81. Foxtsage vs. Adam: Revolution or Evolution in Optimization?
  82. Learning Disease Progression Models That Capture Health Disparities
  83. GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data Classification
  84. Ethics and Technical Aspects of Generative AI Models in Digital Content Creation
  85. Collision-based Dynamics for Multi-Marginal Optimal Transport
  86. VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation
  87. Iterative Encoding-Decoding VAEs Anomaly Detection in NOAA's DART Time Series: A Machine Learning Approach for Enhancing Data Integrity for NASA's GRACE-FO Verification and Validation
  88. FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification
  89. Navigating AI to Unpack Youth Privacy Concerns: An In-Depth Exploration and Systematic Review
  90. Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025)
  91. Toward Robust Neural Reconstruction from Sparse Point Sets
  92. Texture- and Shape-based Adversarial Attacks for Overhead Image Vehicle Detection
  93. Social Science Is Necessary for Operationalizing Socially Responsible Foundation Models
  94. SOUS VIDE: Cooking Visual Drone Navigation Policies in a Gaussian Splatting Vacuum
  95. A Machine Learning Approach for Emergency Detection in Medical Scenarios Using Large Language Models
  96. Real Faults in Deep Learning Fault Benchmarks: How Real Are They?
  97. DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
  98. Optimizing Fintech Marketing: A Comparative Study of Logistic Regression and XGBoost
  99. Improving Object Detection for Time-Lapse Imagery Using Temporal Features in Wildlife Monitoring
  100. When Worse is Better: Navigating the compression-generation tradeoff in visual tokenization
All 287
  1. Principal-Agent Bandit Games with Self-Interested and Exploratory Learning Agents
  2. Machine Learning Neutrino-Nucleus Cross Sections
  3. Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories
  4. Benchmarking LLMs and SLMs for patient reported outcomes
  5. Mapping the Mind of an Instruction-based Image Editing using SMILE
  6. SGAC: A Graph Neural Network Framework for Imbalanced and Structure-Aware AMP Classification
  7. LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning
  8. Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning
  9. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
  10. A Classification Benchmark for Artificial Intelligence Detection of Laryngeal Cancer from Patient Voice
  11. Learned Compression of Nonlinear Time Series With Random Access
  12. Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection
  13. VirusT5: Harnessing Large Language Models to Predicting SARS-CoV-2 Evolution
  14. Aria-UI: Visual Grounding for GUI Instructions
  15. Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation
  16. Adversarial Robustness through Dynamic Ensemble Learning
  17. ExCellGen: Fast, Controllable, Photorealistic 3D Scene Generation from a Single Real-World Exemplar
  18. Post-hoc Interpretability Illumination for Scientific Interaction Discovery
  19. Know2Vec: A Black-Box Proxy for Neural Network Retrieval
  20. Training-free Heterogeneous Graph Condensation via Data Selection
  21. Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models
  22. Personalized Representation from Personalized Generation
  23. Can Generative Video Models Help Pose Estimation?
  24. MotiF: Making Text Count in Image Animation with Motion Focal Loss
  25. SeagrassFinder: Deep Learning for Eelgrass Detection and Coverage Estimation in the Wild
  26. FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks
  27. NeRF-To-Real Tester: Neural Radiance Fields as Test Image Generators for Vision of Autonomous Systems
  28. Camera-Based Localization and Enhanced Normalized Mutual Information
  29. Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation
  30. EF-Net: A Deep Learning Approach Combining Word Embeddings and Feature Fusion for Patient Disposition Analysis
  31. LEDA: Log-Euclidean Diffeomorphism Autoencoder for Efficient Statistical Analysis of Diffeomorphisms
  32. Deciphering the Underserved: Benchmarking LLM OCR for Low-Resource Scripts
  33. Convolutional Deep Operator Networks for Learning Nonlinear Focused Ultrasound Wave Propagation in Heterogeneous Spinal Cord Anatomy
  34. Demystifying the Potential of ChatGPT-4 Vision for Construction Progress Monitoring
  35. Logical Consistency of Large Language Models in Fact-checking
  36. Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis
  37. The Evolution of LLM Adoption in Industry Data Curation Practices
  38. Efficient MedSAMs: Segment Anything in Medical Images on Laptop
  39. Fair Distributed Machine Learning with Imbalanced Data as a Stackelberg Evolutionary Game
  40. SegCol Challenge: Semantic Segmentation for Tools and Fold Edges in Colonoscopy data
  41. Segmentation of arbitrary features in very high resolution remote sensing imagery
  42. Intelligent Approaches to Predictive Analytics in Occupational Health and Safety in India
  43. A Framework for Streaming Event-Log Prediction in Business Processes
  44. Learning sparsity-promoting regularizers for linear inverse problems
  45. CoCoGaussian: Leveraging Circle of Confusion for Gaussian Splatting from Defocused Images
  46. The Only Way is Ethics: A Guide to Ethical Research with Large Language Models
  47. Choose Your Explanation: A Comparison of SHAP and GradCAM in Human Activity Recognition
  48. CNN-LSTM Hybrid Deep Learning Model for Remaining Useful Life Estimation
  49. Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling
  50. Fearful Falcons and Angry Llamas: Emotion Category Annotations of Arguments by Humans and LLMs
  51. Never Reset Again: A Mathematical Framework for Continual Inference in Recurrent Neural Networks
  52. MR-GDINO: Efficient Open-World Continual Object Detection
  53. BabyHGRN: Exploring RNNs for Sample-Efficient Training of Language Models
  54. Self-Supervised Radiograph Anatomical Region Classification -- How Clean Is Your Real-World Data?
  55. Monkey Transfer Learning Can Improve Human Pose Estimation
  56. Learning Personalized Prompts for Healthcare Guidance
  57. Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization
  58. Trust Calibration in IDEs: Paving the Way for Widespread Adoption of AI Refactoring
  59. Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation
  60. Watertox: The Art of Simplicity in Universal Attacks A Cross-Model Framework for Robust Adversarial Generation
  61. RiTTA: Modeling Event Relations in Text-to-Audio Generation
  62. Less is More: Towards Green Code Large Language Models via Unified Structural Pruning
  63. Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?
  64. Self-supervised Spatial-Temporal Learner for Precipitation Nowcasting
  65. CCNDF: Curvature Constrained Neural Distance Fields from 3D LiDAR Sequences
  66. Speedup Techniques for Switchable Temporal Plan Graph Optimization
  67. Development of a Large-scale Dataset of Chest Computed Tomography Reports in Japanese and a High-performance Finding Classification Model
  68. On the Suitability of pre-trained foundational LLMs for Analysis in German Legal Education
  69. A Thorough Investigation into the Application of Deep CNN for Enhancing Natural Language Processing Capabilities
  70. Statistical Modeling of Univariate Multimodal Data
  71. TelcoLM: collecting data, adapting, and benchmarking language models for the telecommunication domain
  72. NeuroPump: Simultaneous Geometric and Color Rectification for Underwater Images
  73. IMPLY-based Approximate Full Adders for Efficient Arithmetic Operations in Image Processing and Machine Learning
  74. Approximate State Abstraction for Markov Games
  75. AI-in-the-loop: The future of biomedical visual analytics applications in the era of AI
  76. IRGS: Inter-Reflective Gaussian Splatting with 2D Gaussian Ray Tracing
  77. The common ground of DAE approaches. An overview of diverse DAE frameworks emphasizing their commonalities
  78. Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs
  79. MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems
  80. On Robust Cross Domain Alignment
  81. Image Quality Assessment: Enhancing Perceptual Exploration and Interpretation with Collaborative Feature Refinement and Hausdorff distance
  82. Improving Quantization-aware Training of Low-Precision Network via Block Replacement on Full-Precision Counterpart
  83. Efficient Curation of Invertebrate Image Datasets Using Feature Embeddings and Automatic Size Comparison
  84. Traffic-Rule-Compliant Trajectory Repair via Satisfiability Modulo Theories and Reachability Analysis
  85. Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer
  86. Enriching Social Science Research via Survey Item Linking
  87. Measuring Cross-Modal Interactions in Multimodal Models
  88. Using matrix-product states for time-series machine learning
  89. S2DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion
  90. π-yalli: un nouveau corpus pour le nahuatl
  91. Robustness-enhanced Myoelectric Control with GAN-based Open-set Recognition
  92. Precision ICU Resource Planning: A Multimodal Model for Brain Surgery Outcomes
  93. Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations
  94. Deep learning joint extremes of metocean variables using the SPAR model
  95. Bi-directional Mapping of Morphology Metrics and 3D City Blocks for Enhanced Characterization and Generation of Urban Form
  96. GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning
  97. Learning from Impairment: Leveraging Insights from Clinical Linguistics in Language Modelling Research
  98. Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech
  99. Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles
  100. Probabilistic Latent Variable Modeling for Dynamic Friction Identification and Estimation
  101. Sparse Point Clouds Assisted Learned Image Compression
  102. From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review
  103. Prompt-based Unifying Inference Attack on Graph Neural Networks
  104. The Role of Recurrency in Image Segmentation for Noisy and Limited Sample Settings
  105. fluke: Federated Learning Utility frameworK for Experimentation and research
  106. Fine-tuning Whisper on Low-Resource Languages for Real-World Applications
  107. Towards Secure AI-driven Industrial Metaverse with NFT Digital Twins
  108. AutoLife: Automatic Life Journaling with Smartphones and LLMs
  109. Contrastive Learning for Task-Independent SpeechLLM-Pretraining
  110. MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control
  111. AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning
  112. Concept Boundary Vectors
  113. Hypergraph clustering using Ricci curvature: an edge transport perspective
  114. Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking
  115. GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations
  116. Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses
  117. Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network
  118. AI-generated Image Quality Assessment in Visual Communication
  119. PersonaMagic: Stage-Regulated High-Fidelity Face Customization with Tandem Equilibrium
  120. Learning Group Interactions and Semantic Intentions for Multi-Object Trajectory Prediction
  121. Adaptive Hierarchical Graph Cut for Multi-granularity Out-of-distribution Detection
  122. A survey on FPGA-based accelerator for ML models
  123. Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class
  124. MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula
  125. Tacit Learning with Adaptive Information Selection for Cooperative Multi-Agent Reinforcement Learning
  126. CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures
  127. Lecture Notes on High Dimensional Linear Regression
  128. TouchASP: Elastic Automatic Speech Perception that Everyone Can Touch
  129. Modeling Autonomous Shifts Between Focus State and Mind-Wandering Using a Predictive-Coding-Inspired Variational RNN Model
  130. Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning
  131. Microservices-Based Framework for Predictive Analytics and Real-time Performance Enhancement in Travel Reservation Systems
  132. Technical Report for ICML 2024 TiFA Workshop MLLM Attack Challenge: Suffix Injection and Projected Gradient Descent Can Easily Fool An MLLM
  133. A Fusion Approach of Dependency Syntax and Sentiment Polarity for Feature Label Extraction in Commodity Reviews
  134. Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification
  135. Music Genre Classification: Ensemble Learning with Subcomponents-level Attention
  136. Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation
  137. Long-Term EEG Partitioning for Seizure Onset Detection
  138. Mask-RadarNet: Enhancing Transformer With Spatial-Temporal Semantic Context for Radar Object Detection in Autonomous Driving
  139. Machine Learning Techniques for Pattern Recognition in High-Dimensional Data Mining
  140. SemDP: Semantic-level Differential Privacy Protection for Face Datasets
  141. Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck
  142. NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization
  143. A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation
  144. SaliencyI2PLoc: saliency-guided image-point cloud localization using contrastive learning
  145. J-EDI QA: Benchmark for deep-sea organism-specific multimodal LLM
  146. Multi Agent Reinforcement Learning for Sequential Satellite Assignment Problems
  147. Continual Learning Using a Kernel-Based Method Over Foundation Models
  148. DefFiller: Mask-Conditioned Diffusion for Salient Steel Surface Defect Generation
  149. In-context Continual Learning Assisted by an External Continual Learner
  150. Predicting Artificial Neural Network Representations to Learn Recognition Model for Music Identification from Brain Recordings
  151. Spatial Clustering of Citizen Science Data Improves Downstream Species Distribution Models
  152. MORTAR: Multi-turn Metamorphic Testing for LLM-based Dialogue Systems
  153. Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation
  154. AutoRank: MCDA Based Rank Personalization for LoRA-Enabled Distributed Learning
  155. EGSRAL: An Enhanced 3D Gaussian Splatting based Renderer with Automated Labeling for Large-Scale Driving Scene
  156. De-singularity Subgradient for the q-th-Powered ℓp-Norm Weber Location Problem
  157. MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering
  158. Enhancing Large-scale UAV Route Planing with Global and Local Features via Reinforcement Graph Fusion
  159. The Impact of Cut Layer Selection in Split Federated Learning
  160. From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption
  161. Improved Forecasts of Global Extreme Marine Heatwaves Through a Physics-guided Data-driven Approach
  162. PIGUIQA: A Physical Imaging Guided Perceptual Framework for Underwater Image Quality Assessment
  163. SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation
  164. HREF: Human Response-Guided Evaluation of Instruction Following in Language Models
  165. InstructOCR: Instruction Boosting Scene Text Spotting
  166. PreNeT: Leveraging Computational Features to Predict Deep Neural Network Training Time
  167. Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learning
  168. Reconstruction of Contour Lines During the Digitization of Contour Maps to Build a Digital Elevation Model
  169. PolySmart @ TRECVid 2024 Medical Video Question Answering
  170. RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability
  171. ADEQA: A Question Answer based approach for joint ADE-Suspect Extraction using Sequence-To-Sequence Transformers
  172. Stylish and Functional: Guided Interpolation Subject to Physical Constraints
  173. Humanlike Cognitive Patterns as Emergent Phenomena in Large Language Models
  174. A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations
  175. The First Multilingual Model For The Detection of Suicide Texts
  176. Lexicography Saves Lives (LSL): Automatically Translating Suicide-Related Language
  177. Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models
  178. DualGFL: Federated Learning with a Dual-Level Coalition-Auction Game
  179. GCA-3D: Towards Generalized and Consistent Domain Adaptation of 3D Generators
  180. Multi-LLM Text Summarization
  181. Toward Appearance-based Autonomous Landing Site Identification for Multirotor Drones in Unstructured Environments
  182. Task-Specific Preconditioner for Cross-Domain Few-Shot Learning
  183. Continual Learning Using Only Large Language Model Prompting
  184. Difficulty-aware Balancing Margin Loss for Long-tailed Recognition
  185. Predicting Long-Term Student Outcomes from Short-Term EdTech Log Data
  186. A Review of the Marathi Natural Language Processing
  187. Non-Uniform Parameter-Wise Model Merging