mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 4 Sep 2024

240 papers

  1. SketcherX: AI-Driven Interactive Robotic drawing with Diffusion model and Vectorization TechniquesDiffusion models → Image generation, text-to-image and editing
  2. NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API CallsLLM agents and tool use → Tool learning and function calling
  3. Spatial Diffusion for Cell Layout GenerationDiffusion models → Medical imaging and segmentation
  4. Large Language Model-Based Agents for Software Engineering: A SurveyLLM agents and tool use → Software engineering coding agents
  5. HiPrompt: Tuning-free Higher-Resolution Generation with Hierarchical MLLM PromptsDiffusion models → Diffusion foundations and sampling
  6. Can LVLMs Obtain a Driver's License? A Benchmark Towards Reliable AGI for Autonomous DrivingMultimodal LLMs / vision-language models → Driving VLMs and open-vocabulary detection +1
  7. Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical SamplingDiffusion models → Discrete and text diffusion
  8. LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid ArchitectureMultimodal LLMs / vision-language models → Video understanding with MLLMs
  9. Hybrid Imitation-Learning Motion Planner for Urban DrivingEnd-to-end autonomous driving → Imitation-learning end-to-end planners
  10. Language Model Powered Digital Biology with BRADRetrieval-augmented generation → Medical and biomedical RAG
  11. Human-VDM: Learning Single-Image 3D Human Gaussian Splatting from Video Diffusion ModelsDiffusion models → 3D, point cloud and scene generation
  12. Multi-Track MusicLDM: Towards Versatile Music Generation with Latent Diffusion ModelDiffusion models → Audio, speech and music
  13. CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal ModelsLLM reasoning → Multimodal reasoning +1
  14. ExpLLM: Towards Chain of Thought for Facial Expression RecognitionLLM reasoning → Audio-language model reasoning
  15. Towards a Unified View of Preference Learning for Large Language Models: A SurveyLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  16. UnLearning from Experience to Avoid Spurious CorrelationsLLM safety and security → Machine unlearning
  17. Tractable Offline Learning of Regular Decision ProcessesOffline RL and imitation learning from data → Offline RL algorithms
  18. Surgical Task Automation Using Actor-Critic Frameworks and Self-Supervised Imitation LearningOffline RL and imitation learning from data → Safe offline RL
  19. Collaborative Learning for Enhanced Unsupervised Domain AdaptationKnowledge distillation → General knowledge distillation methods
  20. Decision Transformer for Enhancing Neural Local Search on the Job Shop Scheduling ProblemOffline RL and imitation learning from data → Offline RL algorithms
  21. Deconfounded Causality-aware Parameter-Efficient Fine-Tuning for Problem-Solving Improvement of LLMsLLM reasoning → Causal reasoning in LLMs
  22. RouterRetriever: Routing over a Mixture of Expert Embedding ModelsMixture-of-experts → Expert routing strategies
  23. Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake DetectionMultimodal LLMs / vision-language models → MLLM jailbreaks and adversarial robustness
  24. Generalized Individual Q-learning for Polymatrix Games with Partial ObservationsDeep reinforcement learning methods → Multi-agent reinforcement learning
  25. Skip-and-Play: Depth-Driven Pose-Preserved Image Generation for Any ObjectsDiffusion models → 3D, point cloud and scene generation
  26. Emergent Language: A Survey and TaxonomyLLM reasoning → Reasoning for agents, planning and code
  27. MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric VideosDiffusion models → Diffusion and flow policies for robotics +1
  28. Mamba as a motion encoder for robotic imitation learningState-space sequence models (S4, Mamba) → Video, motion and generative Mamba models +1
  29. Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion DependencyDiffusion models → Audio, speech and music
  30. GoT-CQA: Graph-of-Thought Guided Compositional Reasoning for Chart Question AnsweringLLM reasoning → Multimodal reasoning
  31. Context-Aware Reasoning On Parametric Knowledge for Inferring Causal VariablesLLM reasoning → Causal reasoning in LLMs +1
  32. Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion ModelsDiffusion models → Diffusion for compression and wireless
  33. Solving Video Inverse Problems Using Image Diffusion ModelsDiffusion models → Inverse problems and image restoration
  34. GenDFIR: Advancing Cyber Incident Timeline Analysis Through Retrieval Augmented Generation and Large Language ModelsRetrieval-augmented generation → Privacy and security of RAG
  35. StyleTokenizer: Defining Image Style by a Single Instance for Controlling Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  36. Cog-GA: A Large Language Models-based Generative Agent for Vision-Language Navigation in Continuous EnvironmentsLLM agents and tool use → Multimodal and embodied agents
  37. Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven PromptsLLM reasoning → Reasoning benchmarks and evaluation
  38. Continual Diffuser (CoD): Mastering Continual Offline Reinforcement Learning with Experience RehearsalOffline RL and imitation learning from data → Decision transformers and sequence modeling
  39. eRSS-RAMP: A Rule-Adherence Motion Planner Based on Extended Responsibility-Sensitive Safety for Autonomous DrivingEnd-to-end autonomous driving → Adversarial scenarios and safety testing
  40. DetectiveQA: Evaluating Long-Context Reasoning on Detective NovelsLLM reasoning → Reasoning benchmarks and evaluation
  41. Non-target Divergence Hypothesis: Toward Understanding Domain Gaps in Cross-Modal Knowledge DistillationKnowledge distillation → Multimodal distillation
  42. Training-free Color-Style Disentanglement for Constrained Text-to-Image SynthesisDiffusion models → Image generation, text-to-image and editing
  43. Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective ReinforcementLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  44. Breaking the Curse of Dimensionality: Diffusion Models Efficiently Learn Low-Dimensional DistributionsDiffusion models → Diffusion foundations and sampling
  45. Enhancing Information Freshness: An AoI Optimized Markov Decision ProcessDeep reinforcement learning methods → RL for robot navigation and UAV control
  46. MusicMamba: A Dual-Feature Modeling Approach for Generating Chinese Traditional Music with Modal PrecisionState-space sequence models (S4, Mamba) → Speech and audio SSMs
  47. MOSMOS: Multi-organ segmentation facilitated by medical report supervisionMultimodal LLMs / vision-language models → Medical vision-language models
  48. Building Math Agents with Multi-Turn Iterative Preference LearningLLM reasoning → Mathematical reasoning +2
  49. Multi-modal Situated Reasoning in 3D ScenesLLM reasoning → Spatial and embodied reasoning +1
  50. Reinforcement Learning for Wheeled Mobility on Vertically Challenging TerrainDeep reinforcement learning methods → RL for autonomous driving and traffic
  51. Exploring Low-Dimensional Subspaces in Diffusion Models for Controllable Image EditingDiffusion models → Diffusion foundations and sampling
  52. Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question AnsweringRetrieval-augmented generation → RAG robustness and adaptive retrieval
  53. NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for RetrievalRetrieval-augmented generation → Generation and context integration
  54. Computer Aided Detection and Classification of mammograms using Convolutional Neural Network
  55. Global Context Enhanced Anomaly Detection of Cyber Attacks via Decoupled Graph Neural Networks
  56. Irrelevant Alternatives Bias Large Language Model Hiring Decisions
  57. Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model
  58. Reservoir Static Property Estimation Using Nearest-Neighbor Neural Network
  59. Prompt Baking
  60. Brain-Inspired AI with Hyperbolic Geometry
  61. Wavelet GPT: Wavelet Inspired Large Language Models
  62. Nteasee: Understanding Needs in AI for Health in Africa -- A Mixed-Methods Study of Expert and General Population Perspectives
  63. RTLRewriter: Methodologies for Large Models aided RTL Code Optimization
  64. ISO: Overlap of Computation and Communication within Seqenence For LLM Inference
  65. TS-EoH: An Edge Server Task Scheduling Algorithm Based on Evolution of Heuristic
  66. Comparative Study of Long Short-Term Memory (LSTM) and Quantum Long Short-Term Memory (QLSTM): Prediction of Stock Market Movement
  67. MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
  68. Protecting Activity Sensing Data Privacy Using Hierarchical Information Dissociation
  69. Security Implications and Mitigation Strategies in MPLS Networks
  70. Evaluating Machine Learning-based Skin Cancer Diagnosis
  71. Inverse decision-making using neural amortized Bayesian actors
  72. Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization
  73. Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis
  74. Well, that escalated quickly: The Single-Turn Crescendo Attack (STCA)
  75. Subsidy design for better social outcomes
  76. Generative artificial intelligence for computational chemistry: a roadmap to predicting emergent phenomena
  77. Probing self-attention in self-supervised speech models for cross-linguistic differences
  78. Evaluating Low-Resource Lane Following Algorithms for Compute-Constrained Automated Vehicles
  79. MSTT-199: MRI Dataset for Musculoskeletal Soft Tissue Tumor Segmentation
  80. RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator
  81. Leveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources
  82. Coupling AI and Citizen Science in Creation of Enhanced Training Dataset for Medical Image Segmentation
  83. Backdoor defense, learnability and obfuscation
  84. MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation
  85. Incorporating dense metric depth into neural 3D representations for view synthesis and relighting
  86. Efficiently Computing Compact Formal Explanations
  87. Quantification of stylistic differences in human- and ASR-produced transcripts of African American English
  88. An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning
  89. Oddballness: universal anomaly detection with language models
  90. Can Your Generative Model Detect Out-of-Distribution Covariate Shift?
  91. MDNF: Multi-Diffusion-Nets for Neural Fields on Meshes
  92. A General Albedo Recovery Approach for Aerial Photogrammetric Images through Inverse Rendering
  93. No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
  94. NUMOSIM: A Synthetic Mobility Dataset with Anomaly Detection Benchmarks
  95. Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban Streetscapes
  96. CLUE: Concept-Level Uncertainty Estimation for Large Language Models
  97. Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications
  98. PIETRA: Physics-Informed Evidential Learning for Traversing Out-of-Distribution Terrain
  99. How DREAMS are made: Emulating Satellite Galaxy and Subhalo Populations with Diffusion Models and Point Clouds
  100. Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors
All 240
  1. Hallucination Detection in LLMs: Fast and Memory-Efficient Fine-Tuned Models
  2. SDOoop: Capturing Periodical Patterns and Out-of-phase Anomalies in Streaming Data Analysis
  3. Meal-taking activity monitoring in the elderly based on sensor data: Comparison of unsupervised classification methods
  4. LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
  5. Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations
  6. Fair Clustering with Minimum Representation Constraints
  7. RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins (early version)
  8. UC-NeRF: Uncertainty-aware Conditional Neural Radiance Fields from Endoscopic Sparse Views
  9. SITAR: Semi-supervised Image Transformer for Action Recognition
  10. Topological Methods in Machine Learning: A Tutorial for Practitioners
  11. LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA
  12. Regional data-driven weather modeling with a global stretched-grid
  13. CanvOI, an Oncology Intelligence Foundation Model: Scaling FLOPS Differently
  14. Multi-stream deep learning framework to predict mild cognitive impairment with Rey Complex Figure Test
  15. Benchmarking Spurious Bias in Few-Shot Image Classifiers
  16. Configurable Foundation Models: Building LLMs from a Modular Perspective
  17. Look Into the LITE in Deep Learning for Time Series Classification
  18. The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition
  19. Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure
  20. Building a Scalable, Effective, and Steerable Search and Ranking Platform
  21. Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning
  22. MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling
  23. SNNAX -- Spiking Neural Networks in JAX
  24. Historical German Text Normalization Using Type- and Token-Based Language Modeling
  25. R2GQA: Retriever-Reader-Generator Question Answering System to Support Students Understanding Legal Regulations in Higher Education
  26. iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation
  27. Exploring Sentiment Dynamics and Predictive Behaviors in Cryptocurrency Discussions by Few-Shot Learning with Large Language Models
  28. Automatic facial axes standardization of 3D fetal ultrasound images
  29. Deep Learning Meets Satellite Images -- An Evaluation on Handcrafted and Learning-based Features for Multi-date Satellite Stereo Images
  30. Obsidian: Cooperative State-Space Exploration for Performant Inference on Secure ML Accelerators
  31. MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
  32. A hybrid FEM-PINN method for time-dependent partial differential equations
  33. Towards Edge-Based Data Lake Architecture for Intelligent Transportation System
  34. Boosting Certified Robustness for Time Series Classification with Efficient Self-Ensemble
  35. Governing dual-use technologies: Case studies of international security agreements and lessons for AI governance
  36. Regularized Multi-output Gaussian Convolution Process with Domain Adaptation
  37. Unifying Causal Representation Learning with the Invariance Principle
  38. Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images
  39. An incremental preference elicitation-based approach to learning potentially non-monotonic preferences in multi-criteria sorting
  40. A Comparative Study of Pre-training and Self-training
  41. Convolutional Neural Networks for Automated Cellular Automaton Classification
  42. Complete and Efficient Covariants for 3D Point Configurations with Application to Learning Molecular Quantum Properties
  43. Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach
  44. Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models?
  45. Pre-training data selection for biomedical domain adaptation using journal impact metrics
  46. "Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation
  47. A Data Selection Approach for Enhancing Low Resource Machine Translation Using Cross-Lingual Sentence Representations
  48. Creating a Gen-AI based Track and Trace Assistant MVP (SuperTracy) for PostNL
  49. Few-shot Multi-Task Learning of Linear Invariant Features with Meta Subspace Pursuit
  50. Incorporating Like-Minded Peers to Overcome Friend Data Sparsity in Session-Based Social Recommendations
  51. The Role of Artificial Intelligence and Machine Learning in Software Testing
  52. LLM-Assisted Visual Analytics: Opportunities and Challenges
  53. Detecting Calls to Action in Multimodal Content: Analysis of the 2021 German Federal Election Campaign on Instagram
  54. Neural timescales from a computational perspective
  55. Rethinking HTG Evaluation: Bridging Generation and Recognition
  56. Neural Networks with LSTM and GRU in Modeling Active Fires in the Amazon
  57. Improved Single Camera BEV Perception Using Multi-Camera Training
  58. Multi-Head Attention Residual Unfolded Network for Model-Based Pansharpening
  59. Independence Constrained Disentangled Representation Learning from Epistemological Perspective
  60. Causality-Aware Transformer Networks for Robotic Navigation
  61. Introduction to Machine Learning
  62. Creating Domain-Specific Translation Memories for Machine Translation Fine-tuning: The TRENCARD Bilingual Cardiology Corpus
  63. PoseTalk: Text-and-Audio-based Pose Control and Motion Refinement for One-Shot Talking Head Generation
  64. OpenFact at CheckThat! 2024: Combining Multiple Attack Methods for Effective Adversarial Text Generation
  65. Creating a Microstructure Latent Space with Rich Material Information for Multiphase Alloy Design
  66. Learning-Based Error Detection System for Advanced Vehicle Instrument Cluster Rendering
  67. Conformal Prediction in Dynamic Biological Systems
  68. Evaluating Environments Using Exploratory Agents
  69. AdvSecureNet: A Python Toolkit for Adversarial Machine Learning
  70. (Implicit) Ensembles of Ensembles: Epistemic Uncertainty Collapse in Large Models
  71. PUB: Plot Understanding Benchmark and Dataset for Evaluating Large Language Models on Synthetic Visual Data Interpretation
  72. A Medical Multimodal Large Language Model for Pediatric Pneumonia
  73. A Fashion Item Recommendation Model in Hyperbolic Space
  74. SurgTrack: CAD-Free 3D Tracking of Real-world Surgical Instruments
  75. An Analysis of Linear Complexity Attention Substitutes with BEST-RQ
  76. Multiview Random Vector Functional Link Network for Predicting DNA-Binding Proteins
  77. BMI Prediction from Handwritten English Characters Using a Convolutional Neural Network
  78. Object Gaussian for Monocular 6D Pose Estimation from Sparse Views
  79. AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation
  80. More is More: Addition Bias in Large Language Models
  81. Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation
  82. How Do You Perceive My Face? Recognizing Facial Expressions in Multi-Modal Context by Modeling Mental Representations
  83. One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation
  84. Vision-Language Navigation with Continual Learning
  85. Low-Resolution Object Recognition with Cross-Resolution Relational Contrastive Distillation
  86. A Sequential Decision-Making Model for Perimeter Identification
  87. Real-Time Dynamic Scale-Aware Fusion Detection Network: Take Road Damage Detection as an example
  88. UniTT-Stereo: Unified Training of Transformer for Enhanced Stereo Matching
  89. Understanding eGFR Trajectories and Kidney Function Decline via Large Multimodal Models
  90. Sample what you cant compress
  91. Training Universal Vocoders with Feature Smoothing-Based Augmentation Methods for High-Quality TTS Systems
  92. SG-MIM: Structured Knowledge Guided Efficient Pre-training for Dense Prediction
  93. TLD: A Vehicle Tail Light signal Dataset and Benchmark
  94. A Learnable Color Correction Matrix for RAW Reconstruction
  95. CoAst: Validation-Free Contribution Assessment for Federated Learning based on Cross-Round Valuation
  96. Plane2Depth: Hierarchical Adaptive Plane Guidance for Monocular Depth Estimation
  97. Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of Data-Driven Optimization Routine
  98. TP-GMOT: Tracking Generic Multiple Object by Textual Prompt with Motion-Appearance Cost (MAC) SORT
  99. NeuroSpex: Neuro-Guided Speaker Extraction with Cross-Modal Attention
  100. Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization
  101. Adversarial Attacks on Machine Learning-Aided Visualizations
  102. TASAR: Transfer-based Attack on Skeletal Action Recognition
  103. Volumetric Surfaces: Representing Fuzzy Geometries with Layered Meshes
  104. PQ-GCN: Enhancing Text Graph Question Classification with Phrase Features
  105. A Comparative Study on Large Language Models for Log Parsing
  106. Demographic parity in regression and classification within the unawareness framework
  107. FrameCorr: Adaptive, Autoencoder-based Neural Compression for Video Reconstruction in Resource and Timing Constrained Network Settings
  108. Fast, High-Quality and Parameter-Efficient Articulatory Synthesis using Differentiable DSP
  109. What is lost in Normalization? Exploring Pitfalls in Multilingual ASR Model Evaluations
  110. Detecting Korean Food Using Image using Hierarchical Model
  111. ForeCal: Random Forest-based Calibration for DNNs
  112. Adversarial Learning for Neural PDE Solvers with Sparse Data
  113. Transfer-based Adversarial Poisoning Attacks for Online (MIMO-)Deep Receviers
  114. Deep Adaptive Interest Network: Personalized Recommendation with Context-Aware Learning
  115. Accelerating Large Language Model Training with Hybrid GPU-based Compression
  116. Relative Translation Invariant Wasserstein Distance
  117. Local Map Construction with SDMap: A Comprehensive Survey
  118. Abstractive Text Summarization: State of the Art, Challenges, and Improvements
  119. Adaptive Class Emergence Training: Enhancing Neural Network Stability and Generalization through Progressive Target Evolution
  120. Hadamard Row-Wise Generation Algorithm
  121. Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation
  122. Determination of language families using deep learning
  123. Scaling Laws for Economic Productivity: Experimental Evidence in LLM-Assisted Translation
  124. Neural Dynamics Model of Visual Decision-Making: Learning from Human Experts
  125. Gaussian Rate-Distortion-Perception Coding and Entropy-Constrained Scalar Quantization
  126. Large Language Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges
  127. Unified Framework with Consistency across Modalities for Human Activity Recognition
  128. STAB: Speech Tokenizer Assessment Benchmark
  129. GGS: Generalizable Gaussian Splatting for Lane Switching in Autonomous Driving
  130. Coral Model Generation from Single Images for Virtual Reality Applications
  131. How Privacy-Savvy Are Large Language Models? A Case Study on Compliance and Privacy Technical Review
  132. Unfolding Videos Dynamics via Taylor Expansion
  133. Do Large Language Models Possess Sensitive to Sentiment?
  134. Pluralistic Salient Object Detection
  135. Optimal Neural Network Approximation for High-Dimensional Continuous Functions
  136. Machine Learning Applications to Computational Plasma Physics and Reduced-Order Plasma Modeling: A Perspective
  137. Understanding the Role of Functional Diversity in Weight-Ensembling with Ingredient Selection and Multidimensional Scaling
  138. Robust Federated Finetuning of Foundation Models via Alternating Minimization of LoRA
  139. Optimal sampling for least-squares approximation
  140. Data-driven 2D stationary quantum droplets and wave propagations in the amended GP equation with two potentials via deep neural networks learning