mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 17 Jan 2025

190 papers

  1. GaussMark: A Practical Approach for Structural Watermarking of Language ModelsLLM safety and security → Watermarking generated content and models
  2. Wasserstein Adaptive Value Estimation for Actor-Critic Reinforcement LearningDeep reinforcement learning methods → RL theory and sample complexity
  3. When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysisMultimodal LLMs / vision-language models → Driving VLMs and open-vocabulary detection
  4. Addressing Finite-Horizon MDPs via Low-Rank Tensor Value ApproximationDeep reinforcement learning methods → RL theory and sample complexity
  5. The Intrinsic Dimension of Prompts in Internal Representations of Large Language ModelsMechanistic interpretability → Steering and probing for LLM safety
  6. Diffusion Models in Recommendation Systems: A SurveyDiffusion models → Diffusion recommenders
  7. An Innovative Data-Driven and Adaptive Reinforcement Learning Approach for Context-Aware Prescriptive Process MonitoringDeep reinforcement learning methods → RL for energy, networks and operations
  8. 4bit-Quantization in Vector-Embedding for RAGRetrieval-augmented generation → RAG pipeline design and evaluation
  9. A Tensor Low-Rank Approximation for Value Functions in Multi-Task Reinforcement LearningDeep reinforcement learning methods → RL theory and sample complexity
  10. FaceXBench: Evaluating Multimodal LLMs on Face UnderstandingMultimodal LLMs / vision-language models → Social bias and fairness in VLMs
  11. DexForce: Extracting Force-informed Actions from Kinesthetic Demonstrations for Dexterous ManipulationOffline RL and imitation learning from data → Robot manipulation imitation learning
  12. Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education SystemsLLM agents and tool use → Educational agents and math problem solving
  13. DiffStereo: High-Frequency Aware Diffusion Model for Stereo Image RestorationDiffusion models → Inverse problems and image restoration
  14. HiMix: Reducing Computational Complexity in Large Vision-Language ModelsMultimodal LLMs / vision-language models → Visual token pruning and efficiency
  15. Temporal Causal Reasoning with (Non-Recursive) Structural Equation ModelsLLM reasoning → Causal reasoning in LLMs
  16. Enhancing UAV Path Planning Efficiency Through Accelerated LearningDeep reinforcement learning methods → RL for robot navigation and UAV control
  17. ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context ScenarioLLM agents and tool use → Tool learning and function calling
  18. PaSa: An LLM Agent for Comprehensive Academic Paper SearchLLM agents and tool use → Web, search, and research agents
  19. GAWM: Global-Aware World Model for Multi-Agent Reinforcement LearningWorld models → Latent dynamics models and model-based RL
  20. DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex DegradationsDiffusion models → Inverse problems and image restoration
  21. LLM Reasoner and Automated Planner: A new NPC approachLLM reasoning → Reasoning for agents, planning and code
  22. Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in RoboticsWorld models → Latent dynamics models and model-based RL
  23. SpatialCoT: Advancing Spatial Reasoning through Coordinate Alignment and Chain-of-Thought for Embodied Task PlanningLLM reasoning → Spatial and embodied reasoning
  24. CLIP-PCQA: Exploring Subjective-Aligned Vision-Language Modeling for Point Cloud Quality AssessmentMultimodal LLMs / vision-language models → Image editing and quality assessment
  25. A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant FrameworksLLM reasoning → Test-time compute and efficient thinking
  26. OMoE: Diversifying Mixture of Low-Rank Adaptation by Orthogonal FinetuningMixture-of-experts → Mixture of LoRA experts
  27. MSTS: A Multimodal Safety Test Suite for Vision-Language ModelsMultimodal LLMs / vision-language models → MLLM jailbreaks and adversarial robustness
  28. AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented GenerationLLM reasoning → Knowledge- and tool-augmented reasoning +1
  29. Conditional Latent Diffusion-Based Speech Enhancement Via Dual Context LearningDiffusion models → Audio, speech and music
  30. DiffuEraser: A Diffusion Model for Video InpaintingDiffusion models → 3D, point cloud and scene generation
  31. Enhancing Crash Frequency Modeling Based on Augmented Multi-Type Data by Hybrid VAE-Diffusion-Based Generative Neural NetworksDiffusion models → Diffusion and flow policies for robotics
  32. Mitigating Hallucinations on Object Attributes using Multiview Images and Negative InstructionsMultimodal LLMs / vision-language models → Hallucination mitigation in LVLMs
  33. Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language ModelsLLM reasoning → Hallucination detection and mitigation
  34. Agent-as-Judge for Factual Summarization of Long NarrativesLLM agents and tool use → Web, search, and research agents
  35. FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge GraphsLLM reasoning → Knowledge- and tool-augmented reasoning +1
  36. Passage Segmentation of Documents for Extractive Question AnsweringRetrieval-augmented generation → Multimodal RAG
  37. Physics-informed DeepCT: Sinogram Wavelet Decomposition Meets Masked DiffusionDiffusion models → Medical imaging and segmentation
  38. Interpretable Steering of Large Language Models with Feature Guided Activation AdditionsMechanistic interpretability → Activation steering methods
  39. Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMsRetrieval-augmented generation → Conversational and speech RAG
  40. SLIM: Sim-to-Real Legged Instructive Manipulation via Long-Horizon Visuomotor LearningDeep reinforcement learning methods → RL for robot locomotion and manipulation
  41. Evolving Deeper LLM ThinkingLLM reasoning → Test-time compute and efficient thinking
  42. A Contradiction-Centered Model for the Emergence of Swarm Intelligence
  43. An Integrated Platform for Studying Learning with Intelligent Tutoring Systems: CTAT+TutorShop
  44. LegalScore: Development of a Benchmark for Evaluating AI Models in Legal Career Exams in Brazil
  45. Self-Clustering Graph Transformer Approach to Model Resting-State Functional Brain Activity
  46. Prompt-Based Monte Carlo Tree Search for Mitigating Hallucinations in Large Models
  47. Control-ITRA: Controlling the Behavior of a Driving Model
  48. Differentiable Adversarial Attacks for Marked Temporal Point Processes
  49. High Resolution Tree Height Mapping of the Amazon Forest using Planet NICFI Images and LiDAR-Informed U-Net Model
  50. Accurate and thermodynamically consistent hydrogen equation of state for planetary modeling with flow matching
  51. ColorGrid: A Multi-Agent Non-Stationary Environment for Goal Inference and Assistance
  52. Adapting Large Language Models for Character-based Augmentative and Alternative Communication
  53. AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce
  54. AI Toolkit: Libraries and Essays for Exploring the Technology and Ethics of AI
  55. On the Benefits of Instance Decomposition in Video Prediction Models
  56. Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation
  57. HyperCam: Low-Power Onboard Computer Vision for IoT Cameras
  58. Scalable Machine Learning Training Infrastructure for Online Ads Recommendation and Auction Scoring Modeling at Google
  59. Improved IR-based Bug Localization with Intelligent Relevance Feedback
  60. DPERC: Direct Parameter Estimation for Mixed Data
  61. Universality of Benign Overfitting in Binary Linear Classification
  62. A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression
  63. Solving Sparse Finite Element Problems on Neuromorphic Hardware
  64. DFingerNet: Noise-Adaptive Speech Enhancement for Hearing Aids
  65. Real-Time Bus Departure Prediction Using Neural Networks for Smart IoT Public Bus Transit
  66. Extension of Symmetrized Neural Network Operators with Fractional and Mixed Activation Functions
  67. ACCEPT: Diagnostic Forecasting of Battery Degradation Through Contrastive Learning
  68. Theme-Explanation Structure for Table Summarization using Large Language Models: A Case Study on Korean Tabular Data
  69. Enhancing the reliability of machine learning for gravitational wave parameter estimation with attention-based models
  70. Bias in Decision-Making for AI's Ethical Dilemmas: A Comparative Study of ChatGPT and Claude
  71. ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature
  72. Simulation of Random LR Fuzzy Intervals
  73. Learning Latent Hardening (LLH): Enhancing Deep Learning with Domain Knowledge for Material Inverse Problems
  74. Zero-Shot Monocular Scene Flow Estimation in the Wild
  75. Credit Risk Identification in Supply Chains Using Generative Adversarial Networks
  76. ColNet: Collaborative Optimization in Decentralized Federated Multi-task Learning Systems
  77. 3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results
  78. Hybrid Deep Learning Model for epileptic seizure classification by using 1D-CNN with multi-head attention mechanism
  79. Principled model selection for stochastic dynamics
  80. BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response Generation
  81. Large language models for automated scholarly paper review: A survey
  82. New Fashion Products Performance Forecasting: A Survey on Evolutions, Models and Emerging Trends
  83. Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models
  84. Towards Human-Guided, Data-Centric LLM Co-Pilots
  85. Natural Language Processing of Privacy Policies: A Survey
  86. Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling
  87. An Ontology for Social Determinants of Education (SDoEd) based on Human-AI Collaborative Approach
  88. Pairwise Elimination with Instance-Dependent Guarantees for Bandits with Cost Subsidy
  89. GauSTAR: Gaussian Surface Tracking and Reconstruction
  90. Computational Protein Science in the Era of Large Language Models (LLMs)
  91. SEANN: A Domain-Informed Neural Network for Epidemiological Insights
  92. MutualForce: Mutual-Aware Enhancement for 4D Radar-LiDAR 3D Object Detection
  93. Logarithmic Regret for Nonlinear Control
  94. DADA: Dual Averaging with Distance Adaptation
  95. Unsupervised Rhythm and Voice Conversion of Dysarthric to Healthy Speech for ASR
  96. Over-the-Air Multi-Sensor Inference with Neural Networks Using Memristor-Based Analog Computing
  97. Random-Key Algorithms for Optimizing Integrated Operating Room Scheduling
  98. Challenges and recommendations for Electronic Health Records data extraction and preparation for dynamic prediction modelling in hospitalized patients -- a practical guide
  99. SpaceTime: Causal Discovery from Non-Stationary Time Series
  100. Counterfactual Explanations for k-means and Gaussian Clustering
All 190
  1. Amortized Bayesian Mixture Models
  2. Synthesising Activity Participations and Scheduling with Deep Generative Machine Learning
  3. Robust Egoistic Rigid Body Localization
  4. The Relevance of AWS Chronos: An Evaluation of Standard Methods for Time Series Forecasting with Limited Tuning
  5. Temporal Graph MLP Mixer for Spatio-Temporal Forecasting
  6. Disharmony: Forensics using Reverse Lighting Harmonization
  7. Hypercone Assisted Contour Generation for Out-of-Distribution Detection
  8. Provably Safeguarding a Classifier from OOD and Adversarial Samples: an Extreme Value Theory Approach
  9. Adaptive Clustering for Efficient Phenotype Segmentation of UAV Hyperspectral Data
  10. CSHNet: A Novel Information Asymmetric Image Translation Method
  11. Contributions to the Decision Theoretic Foundations of Machine Learning and Robust Statistics under Weakly Structured Information
  12. Surrogate-based multiscale analysis of experiments on thermoplastic composites under off-axis loading
  13. Good things come in small packages: Should we build AI clusters with Lite-GPUs?
  14. Generative Artificial Intelligence: Implications for Biomedical and Health Professions Education
  15. Improved learning rates in multi-unit uniform price auctions
  16. A Simple but Effective Closed-form Solution for Extreme Multi-label Learning
  17. Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval
  18. Mean and Variance Estimation Complexity in Arbitrary Distributions via Wasserstein Minimization
  19. Convex Physics Informed Neural Networks for the Monge-Amp`ere Optimal Transport Problem
  20. CSSDM Ontology to Enable Continuity of Care Data Interoperability
  21. Structure-guided Deep Multi-View Clustering
  22. Region-wise stacking ensembles for estimating brain-age using MRI
  23. Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things
  24. Dual Debiasing: Remove Stereotypes and Keep Factual Gender for Fair Language Modeling and Translation
  25. A Vision-Language Framework for Multispectral Scene Representation Using Language-Grounded Features
  26. Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores
  27. Visual Exploration of Stopword Probabilities in Topic Models
  28. Exploring the Impact of Generative Artificial Intelligence in Education: A Thematic Analysis
  29. ACE: Anatomically Consistent Embeddings in Composition and Decomposition
  30. Spatio-temporal Graph Learning on Adaptive Mined Key Frames for High-performance Multi-Object Tracking
  31. FECT: Classification of Breast Cancer Pathological Images Based on Fusion Features
  32. Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders
  33. Infrastructure for AI Agents
  34. BBPOS: BERT-based Part-of-Speech Tagging for Uzbek
  35. Universal Actions for Enhanced Embodied Foundation Models
  36. landmarker: a Toolkit for Anatomical Landmark Localization in 2D/3D Images
  37. How Do Programming Students Use Generative AI?
  38. Classifier Ensemble for Efficient Uncertainty Calibration of Deep Neural Networks for Image Classification
  39. A recursive Bayesian neural network for constitutive modeling of sands under monotonic and cyclic loading
  40. Two-level Solar Irradiance Clustering with Season Identification: A Comparative Analysis
  41. Leveraging Confident Image Regions for Source-Free Domain-Adaptive Object Detection
  42. Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks
  43. Double descent in quantum kernel methods
  44. Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework
  45. Author-Specific Linguistic Patterns Unveiled: A Deep Learning Study on Word Class Distributions
  46. FiLo++: Zero-/Few-Shot Anomaly Detection by Fused Fine-Grained Descriptions and Deformable Localization
  47. One-D-Piece: Image Tokenizer Meets Quality-Controllable Compression
  48. Accelerating Large Language Models through Partially Linear Feed-Forward Network
  49. A Family of Controllable Momentum Coefficients for Forward-Backward Accelerated Algorithms
  50. Tracking student skills real-time through a continuous-variable dynamic Bayesian network
  51. PandaSkill - Player Performance and Skill Rating in Esports: Application to League of Legends
  52. Virtual Nodes Improve Long-term Traffic Prediction
  53. Spatiotemporal Prediction of Secondary Crashes by Rebalancing Dynamic and Static Data with Generative Adversarial Networks
  54. LWGANet: Addressing Spatial and Channel Redundancy in Remote Sensing Visual Tasks with Light-Weight Grouped Attention
  55. Robust density estimation over star-shaped density classes
  56. Automatic Speech Recognition for Sanskrit with Transfer Learning
  57. X-Dyna: Expressive Dynamic Human Image Animation
  58. Textoon: Generating Vivid 2D Cartoon Characters from Text Descriptions
  59. Adaptive Spatiotemporal Augmentation for Improving Dynamic Graph Learning
  60. Deep Learning for Early Alzheimer Disease Detection with MRI Scans
  61. Fast energy-aware OLSR routing in VANETs by means of a parallel evolutionary algorithm
  62. Multi-Modal Attention Networks for Enhanced Segmentation and Depth Estimation of Subsurface Defects in Pulse Thermography
  63. RichSpace: Enriching Text-to-Video Prompt Space via Text Embedding Interpolation
  64. Aneumo: A Large-Scale Comprehensive Synthetic Dataset of Aneurysm Hemodynamics
  65. GaussianAvatar-Editor: Photorealistic Animatable Gaussian Head Avatar Editor
  66. GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions
  67. Explainable artificial intelligence (XAI): from inherent explainability to large language models
  68. Discrete Prior-based Temporal-coherent Content Prediction for Blind Face Video Restoration
  69. A Survey on Multi-Turn Interaction Capabilities of Large Language Models
  70. AIRCHITECT v2: Learning the Hardware Accelerator Design Space through Unified Representations
  71. Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt
  72. MultiPruner: Balanced Structure Removal in Foundation Models
  73. AI Explainability for Power Electronics: From a Lipschitz Continuity Perspective
  74. Surface-SOS: Self-Supervised Object Segmentation via Neural Surface Representation
  75. Client-Centric Federated Adaptive Optimization
  76. Indigenous Languages Spoken in Argentina: A Survey of NLP and Speech Resources
  77. A Multi-Scale Feature Extraction and Fusion Deep Learning Method for Classification of Wheat Diseases
  78. HEART: Achieving Timely Multi-Model Training for Vehicle-Edge-Cloud-Integrated Hierarchical Federated Learning
  79. Statistical Inference for Sequential Feature Selection after Domain Adaptation
  80. IE-Bench: Advancing the Measurement of Text-Driven Image Editing for Human Perception Alignment
  81. ForestProtector: An IoT Architecture Integrating Machine Vision and Deep Reinforcement Learning for Efficient Wildfire Monitoring
  82. Study on a Fast Solver for Combined Field Integral Equations of 3D Conducting Bodies Based on Graph Neural Networks
  83. TalkingEyes: Pluralistic Speech-Driven 3D Eye Gaze Animation
  84. GenSC-6G: A Prototype Testbed for Integrated Generative AI, Quantum, and Semantic Communication
  85. Towards A Litmus Test for Common Sense
  86. SBAMDT: Bayesian Additive Decision Trees with Adaptive Soft Semi-multivariate Split Rules
  87. FoundationStereo: Zero-Shot Stereo Matching
  88. Sparse Binary Representation Learning for Knowledge Tracing
  89. Exploring the Implementation of AI in Early Onset Interviews to Help Mitigate Bias
  90. FLORA: Formal Language Model Enables Robust Training-free Zero-shot Object Referring Analysis