mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 7 Jan 2025

224 papers

  1. Agreeing to Interact in Human-Robot Interaction using Large Language Models and Vision Language ModelsMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  2. Retrieval-Augmented Generation by Evidence Retroactivity in LLMsLLM reasoning → Knowledge- and tool-augmented reasoning +1
  3. Reasoning-Enhanced Self-Training for Long-Form Personalized Text GenerationLLM reasoning → Reinforcement learning for reasoning +1
  4. MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data CurationMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  5. BiasGuard: Guardrailing Fairness in Machine Learning Production SystemsLLM safety and security → Safety alignment, refusal and guardrails
  6. Stochastic Process Learning via Operator Flow MatchingDiffusion models → Flow matching, time series and science
  7. Explainable Reinforcement Learning for Formula One Race StrategyDeep reinforcement learning methods → RL for autonomous driving and traffic
  8. Federated Knowledge Distillation for Multi-Model Architectures Lithography Hotspot DetectionKnowledge distillation → Federated, robust and private distillation
  9. LiMoE: Mixture of LiDAR Representation Learners from Automotive ScenesMixture-of-experts → Vision mixture-of-experts
  10. Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric PerspectivesMultimodal LLMs / vision-language models → Driving VLMs and open-vocabulary detection +1
  11. Sa2VA: Marrying SAM2 with MLLM for Dense Grounded Understanding of Images and VideosMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  12. RAG-Check: Evaluating Multimodal Retrieval Augmented Generation PerformanceMultimodal LLMs / vision-language models → Document understanding and multimodal RAG +1
  13. Vision Language Models as Values DetectorsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  14. A solvable model of learning generative diffusion: theory and insightsDiffusion models → Diffusion foundations and sampling
  15. MagicMirror: ID-Preserved Video Generation in Video Diffusion TransformersDiffusion models → Video generation
  16. Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and FeedbackLLM reasoning → Knowledge- and tool-augmented reasoning
  17. MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts TrainingMixture-of-experts → Efficient MoE training and inference systems
  18. Explainable Reinforcement Learning via Temporal Policy DecompositionDeep reinforcement learning methods → Interpretable and logic-guided RL
  19. LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision TokenMultimodal LLMs / vision-language models → Visual token pruning and efficiency
  20. Neural DNF-MT: A Neuro-symbolic Approach for Learning Interpretable and Editable PoliciesDeep reinforcement learning methods → Interpretable and logic-guided RL
  21. AlphaPO: Reward Shape Matters for LLM AlignmentLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  22. CL3DOR: Contrastive Learning for 3D Large Multimodal Models via Odds Ratio on High-Resolution Point CloudsMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  23. Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation ControlDiffusion models → Video generation
  24. Online Reinforcement Learning-Based Dynamic Adaptive Evaluation Function for Real-Time Strategy TasksDeep reinforcement learning methods → RL for games and combinatorial optimization
  25. KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal IntegrationMultimodal LLMs / vision-language models → Chart understanding and anomaly detection
  26. Realistic Test-Time Adaptation of Vision-Language ModelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  27. Self-adaptive vision-language model for 3D segmentation of pulmonary artery and veinMultimodal LLMs / vision-language models → Medical vision-language models
  28. Exploring Molecule Generation Using Latent Space Graph DiffusionDiffusion models → Flow matching, time series and science
  29. Run-and-tumble chemotaxis using reinforcement learningDeep reinforcement learning methods → RL theory and sample complexity
  30. SLAM: Towards Efficient Multilingual Reasoning via Selective Language AlignmentLLM reasoning → Reasoning benchmarks and evaluation
  31. SALE-Based Offline Reinforcement Learning with Ensemble Q-NetworksOffline RL and imitation learning from data → Offline RL algorithms
  32. SMIR: Efficient Synthetic Data Pipeline To Improve Multi-Image ReasoningLLM reasoning → Multimodal reasoning +2
  33. Imitation Learning of MPC with Neural Networks: Error Guarantees and SparsificationOffline RL and imitation learning from data → Imitation learning methods
  34. A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem SolvingKnowledge distillation → Knowledge distillation for LLMs
  35. MC-VTON: Minimal Control Virtual Try-On Diffusion TransformerDiffusion models → 3D, point cloud and scene generation
  36. LLAMADRS: Evaluating Open-Source LLMs on Real Clinical Interviews--To Reason or Not to Reason?LLM reasoning → Clinical and biomedical applications
  37. Cosmos World Foundation Model Platform for Physical AIWorld models → World models for language agents
  38. Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution PerspectiveDeep reinforcement learning methods → Adversarial robustness and RL in finance
  39. PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image ModelsLLM safety and security → Vision-language and text-to-image safety
  40. SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous DrivingLLM reasoning → Chain-of-thought reasoning for driving +1
  41. FgC2F-UDiff: Frequency-guided and Coarse-to-fine Unified Diffusion Model for Multi-modality Missing MRI SynthesisDiffusion models → Medical imaging and segmentation
  42. Align-Pro: A Principled Approach to Prompt Optimization for LLM AlignmentLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  43. Reading with Intent -- Neutralizing IntentRetrieval-augmented generation → RAG robustness and adaptive retrieval
  44. MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation SystemsRetrieval-augmented generation → Conversational and speech RAG
  45. Where AI Assurance Might Go Wrong: Initial lessons from engineering of critical systems
  46. Behavioural Analytics: Mathematics of the Mind
  47. TOAST Framework: A Multidimensional Approach to Ethical and Sustainable AI Integration in Organizations
  48. Zoning in American Cities: Are Reforms Making a Difference? An AI-based Analysis
  49. Matrix Calculus (for Machine Learning and Beyond)
  50. Bayesian Model Parameter Learning in Linear Inverse Problems: Application in EEG Focal Source Imaging
  51. Cooperative Search and Track of Rogue Drones using Multiagent Reinforcement Learning
  52. Generating and Detecting Various Types of Fake Image and Audio Content: A Review of Modern Deep Learning Technologies and Tools
  53. asanAI: In-Browser, No-Code, Offline-First Machine Learning Toolkit
  54. A Distributed Hybrid Quantum Convolutional Neural Network for Medical Image Classification
  55. Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT
  56. Interpretable Auto Window Setting for Deep-Learning-Based CT Analysis
  57. Can Explainable AI Assess Personalized Health Risks from Indoor Air Pollution?
  58. Optimizing Supply Chain Networks with the Power of Graph Neural Networks
  59. Powerful Design of Small Vision Transformer on CIFAR10
  60. HP-BERT: A framework for longitudinal study of Hinduphobia on social media via language models
  61. The textitQuestio de aqua et terra: A Computational Authorship Verification Study
  62. Practical Design and Benchmarking of Generative AI Applications for Surgical Billing and Coding
  63. Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art Models
  64. IntegrityAI at GenAI Detection Task 2: Detecting Machine-Generated Academic Essays in English and Arabic Using ELECTRA and Stylometry
  65. Modality-Invariant Bidirectional Temporal Representation Distillation Network for Missing Multimodal Sentiment Analysis
  66. Implicit Guidance and Explicit Representation of Semantic Information in Points Cloud: A Survey
  67. Topology-based deep-learning segmentation method for deep anterior lamellar keratoplasty (DALK) surgical guidance using M-mode OCT data
  68. Generative Style Transfer for MRI Image Segmentation: A Case of Glioma Segmentation in Sub-Saharan Africa
  69. AI-Driven Reinvention of Hydrological Modeling for Accurate Predictions and Interpretation to Transform Earth System Modeling
  70. SNR-EQ-JSCC: Joint Source-Channel Coding with SNR-Based Embedding and Query
  71. MedicalNarratives: Connecting Medical Vision and Language with Localized Narratives
  72. Random weights of DNNs and emergence of fixed points
  73. HIVEX: A High-Impact Environment Suite for Multi-Agent Research (extended version)
  74. Generation from Noisy Examples
  75. Multimodal Multihop Source Retrieval for Web Question Answering
  76. Machine Learning for Identifying Grain Boundaries in Scanning Electron Microscopy (SEM) Images of Nanoparticle Superlattices
  77. Learning to Transfer Human Hand Skills for Robot Manipulations
  78. KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion
  79. Multilingual Open QA on the MIA Shared Task
  80. Chirpy3D: Part-Aware Multi-View Diffusion for Creative Fine-Grained Object Generation
  81. "Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer?
  82. Implementing Systemic Thinking for Automatic Schema Matching: An Agent-Based Modeling Approach
  83. Mixing Times and Privacy Analysis for the Projected Langevin Algorithm under a Modulus of Continuity
  84. Graph-Based Multimodal and Multi-view Alignment for Keystep Recognition
  85. TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning
  86. DeepVIVONet: Using deep neural operators to optimize sensor locations with application to vortex-induced vibrations
  87. Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization
  88. Neighbor displacement-based enhanced synthetic oversampling for multiclass imbalanced data
  89. NeRFs are Mirror Detectors: Using Structural Similarity for Multi-View Mirror Scene Reconstruction with 3D Surface Primitives
  90. Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends
  91. Multi-armed Bandit and Backbone boost Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problems
  92. More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
  93. Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy
  94. Fuzzy Information Entropy and Region Biased Matrix Factorization for Web Service QoS Prediction
  95. ChronoLLM: A Framework for Customizing Large Language Model for Digital Twins generalization based on PyChrono
  96. Causal Machine Learning Methods for Estimating Personalised Treatment Effects -- Insights on validity from two large trials
  97. SFADNet: Spatio-temporal Fused Graph based on Attention Decoupling Network for Traffic Prediction
  98. LargeAD: Large-Scale Cross-Sensor Data Pretraining for Autonomous Driving
  99. Extraction Of Cumulative Blobs From Dynamic Gestures
  100. A Survey on Federated Learning in Human Sensing
All 224
  1. Adaptive Experiments Under Data Sparse Settings: Applications for Educational Platforms
  2. Synthetic Data for Portfolios: A Throw of the Dice Will Never Abolish Chance
  3. NeuralSVG: An Implicit Representation for Text-to-Vector Generation
  4. Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles
  5. Semantically Cohesive Word Grouping in Indian Languages
  6. VLM-driven Behavior Tree for Context-aware Task Planning
  7. Temporal Feature Weaving for Neonatal Echocardiographic Viewpoint Video Classification
  8. Localizing AI: Evaluating Open-Weight Language Models for Languages of Baltic States
  9. Synthetic Data Privacy Metrics
  10. Not all tokens are created equal: Perplexity Attention Weighted Networks for AI generated text detection
  11. Visual question answering: from early developments to recent advances -- a survey
  12. PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
  13. J-NeuS: Joint field optimization for Neural Surface reconstruction in urban scenes with limited image overlap
  14. From Newswire to Nexus: Using text-based actor embeddings and transformer networks to forecast conflict dynamics
  15. Explainable AI model reveals disease-related mechanisms in single-cell RNA-seq data
  16. Cosmological Parameter Estimation with Sequential Linear Simulation-based Inference
  17. HYB-VITON: A Hybrid Approach to Virtual Try-On Combining Explicit and Implicit Warping
  18. Exploring the Potential of Large Language Models in Public Transportation: San Antonio Case Study
  19. Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images
  20. SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation
  21. Stochastically Constrained Best Arm Identification with Thompson Sampling
  22. ZDySS -- Zero-Shot Dynamic Scene Stylization using Gaussian Splatting
  23. Neuromorphic Optical Tracking and Imaging of Randomly Moving Targets through Strongly Scattering Media
  24. Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection
  25. Truthful mechanisms for linear bandit games with private contexts
  26. Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study
  27. Symmetry and Generalisation in Machine Learning
  28. Progressive Document-level Text Simplification via Large Language Models
  29. BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context
  30. Leveraging time and parameters for nonlinear model reduction methods
  31. Semise: Semi-supervised learning for severity representation in medical image
  32. BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study
  33. Machine learning applications in archaeological practices: a review
  34. MedFocusCLIP : Improving few shot classification in medical datasets using pixel wise attention
  35. LM-Net: A Light-weight and Multi-scale Network for Medical Image Segmentation
  36. SCC-YOLO: An Improved Object Detector for Assisting in Brain Tumor Diagnosis
  37. TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification
  38. Three-dimensional attention Transformer for state evaluation in real-time strategy games
  39. MeshConv3D: Efficient convolution and pooling operators for triangular 3D meshes
  40. Investigating the Impact of Data Selection Strategies on Language Model Performance
  41. Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging
  42. The Choice of Normalization Influences Shrinkage in Regularized Regression
  43. Detecting the Undetectable: Assessing the Efficacy of Current Spoof Detection Methods Against Seamless Speech Edits
  44. MADation: Face Morphing Attack Detection with Foundation Models
  45. Self-Adaptive ERP: Embedding NLP into Petri-Net creation and Model Matching
  46. How to Select Pre-Trained Code Models for Reuse? A Learning Perspective
  47. Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
  48. Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection
  49. Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT
  50. AutoFish: Dataset and Benchmark for Fine-grained Analysis of Fish
  51. Image Segmentation: Inducing graph-based learning
  52. SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment
  53. Context-Alignment: Activating and Enhancing LLM Capabilities in Time Series
  54. A Multimodal Lightweight Approach to Fault Diagnosis of Induction Motors in High-Dimensional Dataset
  55. Re-Visible Dual-Domain Self-Supervised Deep Unfolding Network for MRI Reconstruction
  56. Detecting Neurocognitive Disorders through Analyses of Topic Evolution and Cross-modal Consistency in Visual-Stimulated Narratives
  57. Materialist: Physically Based Editing Using Single-Image Inverse Rendering
  58. Neural Deconstruction Search for Vehicle Routing Problems
  59. MoDec-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting
  60. Unsupervised Speech Segmentation: A General Approach Using Speech Language Models
  61. AuxDepthNet: Real-Time Monocular 3D Object Detection with Depth-Sensitive Features
  62. Motion-Aware Generative Frame Interpolation
  63. Deep Networks are Reproducing Kernel Chains
  64. MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation
  65. Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive Regression
  66. Hybrid Machine Learning Model with a Constrained Action Space for Trajectory Prediction
  67. Local Compositional Complexity: How to Detect a Human-readable Messsage
  68. DehazeGS: Seeing Through Fog with 3D Gaussian Splatting
  69. Data Augmentation for Deep Learning Regression Tasks by Machine Learning Models
  70. Effective and Efficient Mixed Precision Quantization of Speech Foundation Models
  71. Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets
  72. MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic Prediction
  73. Exploring Iterative Manifold Constraint for Zero-shot Image Editing
  74. CFFormer: Cross CNN-Transformer Channel Attention and Spatial Feature Fusion for Improved Segmentation of Heterogeneous Medical Images
  75. Joint Hierarchical Representation Learning of Samples and Features via Informed Tree-Wasserstein Distance
  76. Deep Learning-based Compression Detection for explainable Face Image Quality Assessment
  77. BTMTrack: Robust RGB-T Tracking via Dual-template Bridging and Temporal-Modal Candidate Elimination
  78. VTAO-BiManip: Masked Visual-Tactile-Action Pre-training with Object Understanding for Bimanual Dexterous Manipulation
  79. ConcealGS: Concealing Invisible Copyright Information in 3D Gaussian Splatting
  80. RecKG: Knowledge Graph for Recommender Systems
  81. A Value Mapping Virtual Staining Framework for Large-scale Histological Imaging
  82. Discriminative Representation learning via Attention-Enhanced Contrastive Learning for Short Text Clustering
  83. STContext: A Multifaceted Dataset for Developing Context-aware Spatio-temporal Crowd Mobility Prediction Models
  84. BASIC: Semi-supervised Multi-organ Segmentation with Balanced Subclass Regularization and Semantic-conflict Penalty
  85. From Code to Compliance: Assessing ChatGPT's Utility in Designing an Accessible Webpage -- A Case Study
  86. AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm
  87. Advanced Tutorial: Label-Efficient Two-Sample Tests
  88. Evaluating Image Caption via Cycle-consistent Text-to-Image Generation
  89. Applying Large Language Models in Knowledge Graph-based Enterprise Modeling: Challenges and Opportunities
  90. Bridged Semantic Alignment for Zero-shot 3D Medical Image Diagnosis
  91. KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs
  92. Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation
  93. Deep Learning within Tabular Data: Foundations, Challenges, Advances and Future Directions
  94. Enhanced Tuberculosis Bacilli Detection using Attention-Residual U-Net and Ensemble Classification
  95. Efficient and Accurate Tuberculosis Diagnosis: Attention Residual U-Net and Vision Transformer Based Detection Framework
  96. Anomaly Triplet-Net: Progress Recognition Model Using Deep Metric Learning Considering Occlusion for Manual Assembly Work
  97. TexHOI: Reconstructing Textures of 3D Unknown Objects in Monocular Hand-Object Interaction Scenes
  98. Vocal Tract Length Warped Features for Spoken Keyword Spotting
  99. Transfer Learning for Deep-Unfolded Combinatorial Optimization Solver with Quantum Annealer
  100. Salient Region Matching for Fully Automated MR-TRUS Registration
  101. A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models
  102. An Empirical Study of Accuracy-Robustness Tradeoff and Training Efficiency in Self-Supervised Learning
  103. Can Deep Learning Trigger Alerts from Mobile-Captured Images?
  104. Textualize Visual Prompt for Image Editing via Diffusion Bridge
  105. Multi-Source Urban Traffic Flow Forecasting with Drone and Loop Detector Data
  106. Can LLMs Ask Good Questions?
  107. SceneBooth: Diffusion-based Framework for Subject-preserved Text-to-Image Generation
  108. Entropy-Guided Attention for Private LLMs
  109. VOILA: Complexity-Aware Universal Segmentation of CT images by Voxel Interacting with Language
  110. Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi
  111. A study on performance limitations in Federated Learning
  112. Hyperbolic Binary Neural Network
  113. Information-Maximized Soft Variable Discretization for Self-Supervised Image Representation Learning
  114. DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation
  115. LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging
  116. ISSR: Iterative Selection with Self-Review for Vocabulary Test Distractor Generation
  117. Few-Shot Radar Signal Recognition through Self-Supervised Learning and Radio Frequency Domain Adaptation
  118. Activating Associative Disease-Aware Vision Token Memory for LLM-Based X-ray Report Generation
  119. Text to Band Gap: Pre-trained Language Models as Encoders for Semiconductor Band Gap Prediction
  120. Structure-Preference Enabled Graph Embedding Generation under Differential Privacy
  121. Optimizing Value of Learning in Task-Oriented Federated Meta-Learning Systems
  122. Physics-Constrained Generative Artificial Intelligence for Rapid Takeoff Trajectory Design
  123. Optimization Learning
  124. Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots