mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 12 Aug 2024

215 papers

  1. SkillMimic: Learning Basketball Interaction Skills from DemonstrationsDeep reinforcement learning methods → RL for robot locomotion and manipulation
  2. Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat DetectionLLM agents and tool use → Agent threats, guardrails and governance
  3. Bayesian inference to improve quality of Retrieval Augmented GenerationRetrieval-augmented generation → RAG robustness and adaptive retrieval
  4. A Unified Manifold Similarity Measure Enhancing Few-Shot, Transfer, and Reinforcement Learning in Manifold-Distributed DatasetsDeep reinforcement learning methods → Deep RL algorithms and representations
  5. Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing StrategiesLLM reasoning → Clinical and biomedical applications
  6. Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMsRetrieval-augmented generation → Agentic RAG, agents and memory
  7. Music2Latent: Consistency Autoencoders for Latent Audio CompressionDiffusion models → Audio, speech and music
  8. Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language ModelsLLM reasoning → Reasoning for agents, planning and code +1
  9. MetMamba: Regional Weather Forecasting with Spatial-Temporal Mamba ModelState-space sequence models (S4, Mamba) → Time series forecasting with SSMs
  10. VisualAgentBench: Towards Large Multimodal Models as Visual Foundation AgentsMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  11. Can We Rely on LLM Agents to Draft Long-Horizon Plans? Let's Take TravelPlanner as an ExampleLLM agents and tool use → General LLM agent frameworks and benchmarks
  12. Long-Form Answers to Visual Questions from Blind and Low Vision PeopleMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  13. Mambular: A Sequential Model for Tabular Deep LearningState-space sequence models (S4, Mamba) → Core SSM architectures for language
  14. Review-driven Personalized Preference Reasoning with Large Language Models for RecommendationLLM reasoning → LLM reasoning for recommendation
  15. Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in AlignmentLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  16. Stable-BC: Controlling Covariate Shift with Stable Behavior CloningOffline RL and imitation learning from data → Imitation learning methods
  17. On Effects of Steering Latent Representation for Large Language Model UnlearningLLM safety and security → Machine unlearning
  18. Mutual Reasoning Makes Smaller LLMs Stronger Problem-SolversLLM reasoning → Reasoning benchmarks and evaluation
  19. OmniCLIP: Adapting CLIP for Video Recognition with Spatial-Temporal Omni-Scale Feature LearningMultimodal LLMs / vision-language models → Video understanding with MLLMs
  20. Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion ModelsDiffusion models → 3D, point cloud and scene generation
  21. Sequential sampling without comparison to boundary through model-free reinforcement learningDeep reinforcement learning methods → Deep RL algorithms and representations
  22. CogVideoX: Text-to-Video Diffusion Models with An Expert TransformerWorld models → Video-generation world models and simulators +1
  23. ControlNeXt: Powerful and Efficient Control for Image and Video GenerationDiffusion models → Image generation, text-to-image and editing
  24. Online Optimization of Curriculum Learning Schedules using Evolutionary OptimizationDeep reinforcement learning methods → Deep RL algorithms and representations
  25. TruVRF: Towards Triple-Granularity Verification on Machine UnlearningLLM safety and security → Machine unlearning
  26. BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data TrainingDiffusion models → 3D, point cloud and scene generation
  27. Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion ModelsDiffusion models → Medical imaging and segmentation
  28. Nob-MIAs: Non-biased Membership Inference Attacks Assessment on Large Language Models with Ex-Post Dataset ConstructionLLM safety and security → Membership inference attacks
  29. Optimizing Vision Transformers with Data-Free Knowledge TransferKnowledge distillation → General knowledge distillation methods
  30. Optimizing RAG Techniques for Automotive Industry PDF Chatbots: A Case Study with Locally Deployed Ollama ModelsRetrieval-augmented generation → RAG pipeline design and evaluation
  31. A Simple Early Exiting Framework for Accelerated Sampling in Diffusion ModelsDiffusion models → Diffusion foundations and sampling +1
  32. Space-LLaVA: a Vision-Language Model Adapted to Extraterrestrial ApplicationsMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  33. Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive InformationDiffusion models → Robustness, privacy and adversarial aspects
  34. GlyphPattern: An Abstract Pattern Recognition Benchmark for Vision-Language ModelsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  35. GFlowNet Training by Policy GradientsDeep reinforcement learning methods → RL with diffusion and flow models
  36. Artificial Neural Network and Deep Learning: Fundamentals and Theory
  37. Estimating ECG Intervals from Lead-I Alone: External Validation of Supervised Models
  38. Anomaly Detection in Time Series of EDFA Pump Currents to Monitor Degeneration Processes using Fuzzy Clustering
  39. Physics-Informed Machine Learning for Grade Prediction in Froth Flotation
  40. RISE-iEEG: Robust to Inter-Subject Electrodes Implantation Variability iEEG Classifier
  41. Semantic Variational Bayes Based on Semantic Information G Theory for Solving Latent Variables
  42. StringNET: Neural Network based Variational Method for Transition Pathways
  43. Prompto: An open source library for asynchronous querying of LLM endpoints
  44. Density Matrices for Metaphor Understanding
  45. Statistical Patterns in the Equations of Physics and the Emergence of a Meta-Law of Nature
  46. Large Investment Model
  47. PATopics: An automatic framework to extract useful information from pharmaceutical patents documents
  48. Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series
  49. Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization?
  50. Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
  51. Bearing Fault Diagnosis using Graph Sampling and Aggregation Network
  52. QTypeMix: Enhancing Multi-Agent Cooperative Strategies through Heterogeneous and Homogeneous Value Decomposition
  53. Attention Please: What Transformer Models Really Learn for Process Prediction
  54. Overcoming Imbalanced Safety Data Using Extended Accident Triangle
  55. Source Separation of Multi-source Raw Music using a Residual Quantized Variational Autoencoder
  56. Operator Learning Using Random Features: A Tool for Scientific Computing
  57. Note on computational complexity of the Gromov-Wasserstein distance
  58. From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks
  59. Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models
  60. Learned Ranking Function: From Short-term Behavior Predictions to Long-term User Satisfaction
  61. Fooling SHAP with Output Shuffling Attacks
  62. Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset
  63. Enhancing Heterogeneous Multi-Agent Cooperation in Decentralized MARL via GNN-driven Intrinsic Rewards
  64. Prompt Recovery for Image Generation Models: A Comparative Study of Discrete Optimizers
  65. What Color Scheme is More Effective in Assisting Readers to Locate Information in a Color-Coded Article?
  66. Implicit Neural Representation For Accurate CFD Flow Field Prediction
  67. Cross-Lingual Conversational Speech Summarization with Large Language Models
  68. TOGGL: Transcribing Overlapping Speech with Staggered Labeling
  69. Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples
  70. Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach
  71. Causal Graph Aided Causal Discovery in an Observational Aneurysmal Subarachnoid Hemorrhage Study
  72. InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning
  73. Advanced Vision Transformers and Open-Set Learning for Robust Mosquito Classification: A Novel Approach to Entomological Studies
  74. Wireless Channel Aware Data Augmentation Methods for Deep Learning-Based Indoor Localization
  75. Evaluating Language Models for Efficient Code Generation
  76. S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation
  77. Multi-View Neural Differential Equations for Continuous-Time Stream Data in Long-Term Traffic Forecasting
  78. HAT: History-Augmented Anchor Transformer for Online Temporal Action Localization
  79. Wavelet based inpainting detection
  80. Bayesian Learning in a Nonlinear Multiscale State-Space Model
  81. Evaluating LLMs on Entity Disambiguation in Tables
  82. Neural Networks as Spin Models: From Glass to Hidden Order Through Training
  83. From Diagnostic CT to DTI Tractography labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage
  84. PhaGO: Protein function annotation for bacteriophages by integrating the genomic context
  85. Langevin dynamics for high-dimensional optimization: the case of multi-spiked tensor PCA
  86. Synthetic Photography Detection: A Visual Guidance for Identifying Synthetic Images Created by AI
  87. Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems
  88. Design Proteins Using Large Language Models: Enhancements and Comparative Analyses
  89. Fast John Ellipsoid Computation with Differential Privacy Optimization
  90. Moo-ving Beyond Tradition: Revolutionizing Cattle Behavioural Phenotyping with Pose Estimation Techniques
  91. LOLgorithm: Integrating Semantic,Syntactic and Contextual Elements for Humor Classification
  92. FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection
  93. Animate, or Inanimate, That is the Question for Large Language Models
  94. HeLiMOS: A Dataset for Moving Object Segmentation in 3D Point Clouds From Heterogeneous LiDAR Sensors
  95. EqNIO: Subequivariant Neural Inertial Odometry
  96. Body Transformer: Leveraging Robot Embodiment for Policy Learning
  97. OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment
  98. From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model
  99. Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary
  100. Inverse designing metamaterials with programmable nonlinear functional responses in graph space
All 215
  1. LEARN: An Invex Loss for Outlier Oblivious Robust Online Optimization
  2. The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
  3. Mipmap-GS: Let Gaussians Deform with Scale-specific Mipmap for Anti-aliasing Rendering
  4. Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM
  5. MovieSum: An Abstractive Summarization Dataset for Movie Screenplays
  6. Multi-marginal Schr"odinger Bridges with Iterative Reference Refinement
  7. FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
  8. Audio Enhancement for Computer Audition -- An Iterative Training Paradigm Using Sample Importance
  9. DUNE: A Machine Learning Deep UNet++ based Ensemble Approach to Monthly, Seasonal and Annual Climate Forecasting
  10. Open-Source Molecular Processing Pipeline for Generating Molecules
  11. Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning
  12. Targeted Deep Learning System Boundary Testing
  13. Reciprocal Learning
  14. Rethinking Video with a Universal Event-Based Representation
  15. Latent Disentanglement for Low Light Image Enhancement
  16. 3D Reconstruction of Protein Structures from Multi-view AFM Images using Neural Radiance Fields (NeRFs)
  17. Decentralized Health Intelligence Network (DHIN)
  18. Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images
  19. A Comprehensive Case Study on the Performance of Machine Learning Methods on the Classification of Solar Panel Electroluminescence Images
  20. FLEURS-R: A Restored Multilingual Speech Corpus for Generation Tasks
  21. A Large-Scale Study of Model Integration in ML-Enabled Software Systems
  22. A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring
  23. Computability of Classification and Deep Learning: From Theoretical Limits to Practical Feasibility through Quantization
  24. Strategy Game-Playing with Size-Constrained State Abstraction
  25. Dynamic Blocked Clause Elimination for Projected Model Counting
  26. FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework
  27. Improving Structural Diversity of Blackbox LLMs via Chain-of-Specification Prompting
  28. Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based Interpretability
  29. Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging
  30. Blind-Match: Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification
  31. ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation
  32. 3D-free meets 3D priors: Novel View Synthesis from a Single Image with Pretrained Diffusion Guidance
  33. Palantir: Towards Efficient Super Resolution for Ultra-high-definition Live Streaming
  34. LipidBERT: A Lipid Language Model Pre-trained on METiS de novo Lipid Library
  35. Med42-v2: A Suite of Clinical LLMs
  36. MR3D-Net: Dynamic Multi-Resolution 3D Sparse Voxel Grid Fusion for LiDAR-Based Collective Perception
  37. Utilize Transformers for translating Wikipedia category names
  38. DPDETR: Decoupled Position Detection Transformer for Infrared-Visible Object Detection
  39. A Methodological Report on Anomaly Detection on Dynamic Knowledge Graphs
  40. How ChatGPT Changed the Media's Narratives on AI: A Semi-Automated Narrative Analysis Through Frame Semantics
  41. RISurConv: Rotation Invariant Surface Attention-Augmented Convolutions for 3D Point Cloud Classification and Segmentation
  42. Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional Asymptotics
  43. Contexts Matter: An Empirical Study on Contextual Influence in Fairness Testing for Deep Learning Systems
  44. Generalization capabilities of MeshGraphNets to unseen geometries for fluid dynamics
  45. Approximating Discrimination Within Models When Faced With Several Non-Binary Sensitive Attributes
  46. Building Decision Making Models Through Language Model Regime
  47. Towards Robust Monocular Depth Estimation in Non-Lambertian Surfaces
  48. Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment
  49. Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics
  50. A-BDD: Leveraging Data Augmentations for Safe Autonomous Driving in Adverse Weather and Lighting
  51. Fully Bayesian Differential Gaussian Processes through Stochastic Differential Equations
  52. Neural Network Surrogate and Projected Gradient Descent for Fast and Reliable Finite Element Model Calibration: a Case Study on an Intervertebral Disc
  53. An Investigation Into Explainable Audio Hate Speech Detection
  54. On Tables with Numbers, with Numbers
  55. Quantum Algorithms for Compositional Text Processing
  56. Parallel transport on matrix manifolds and Exponential Action
  57. Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in Games
  58. What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much?
  59. DiagESC: Dialogue Synthesis for Integrating Depression Diagnosis into Emotional Support Conversation
  60. Enhancing Dialogue Speech Recognition with Robust Contextual Awareness via Noise Representation Learning
  61. Understanding Byzantine Robustness in Federated Learning with A Black-box Server
  62. ARPA: A Novel Hybrid Model for Advancing Visual Word Disambiguation Using Large Language Models and Transformers
  63. Spacetime E(n)-Transformer: Equivariant Attention for Spatio-temporal Graphs
  64. Peaking into the Black-box: Prediction Intervals Give Insight into Data-driven Quadrotor Model Reliability
  65. Graph Clustering with Cross-View Feature Propagation
  66. A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective
  67. Layer-Specific Optimization: Sensitivity Based Convolution Layers Basis Search
  68. Controlling Surprisal in Music Generation via Information Content Curve Matching
  69. ClickAttention: Click Region Similarity Guided Interactive Segmentation
  70. HeadGAP: Few-Shot 3D Head Avatar via Generalizable Gaussian Priors
  71. Uncertainty-Informed Volume Visualization using Implicit Neural Representation
  72. A Sharpness Based Loss Function for Removing Out-of-Focus Blur
  73. DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation
  74. LUT Tensor Core: A Software-Hardware Co-Design for LUT-Based Low-Bit LLM Inference
  75. An Analysis for Image-to-Image Translation and Style Transfer
  76. Transfer learning of state-based potential games for process optimization in decentralized manufacturing systems
  77. Parameters Inference for Nonlinear Wave Equations with Markovian Switching
  78. Exploring and Learning Structure: Active Inference Approach in Navigational Agents
  79. The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI
  80. Global-to-Local Support Spectrums for Language Model Explainability
  81. Unseen No More: Unlocking the Potential of CLIP for Generative Zero-shot HOI Detection
  82. Freehand Sketch Generation from Mechanical Components
  83. Target Detection of Safety Protective Gear Using the Improved YOLOv5
  84. Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis Strategies
  85. Markov Senior -- Learning Markov Junior Grammars to Generate User-specified Content
  86. Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning
  87. Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action Localization
  88. A Simple Task-aware Contrastive Local Descriptor Selection Strategy for Few-shot Learning between inter class and intra class
  89. Robust online reconstruction of continuous-time signals from a lean spike train ensemble code
  90. ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models
  91. MV2DFusion: Leveraging Modality-Specific Object Semantics for Multi-Modal 3D Detection
  92. Multimodal Large Language Models for Phishing Webpage Detection and Identification
  93. Spb3DTracker: A Robust LiDAR-Based Person Tracker for Noisy Environment
  94. UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization
  95. Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation
  96. Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes
  97. BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation
  98. Image Denoising Using Green Channel Prior
  99. Urban Region Pre-training and Prompting: A Graph-based Approach
  100. PAFormer: Part Aware Transformer for Person Re-identification
  101. Inverse design of Non-parameterized Ventilated Acoustic Resonator via Variational Autoencoder with Acoustic Response-encoded Latent Space
  102. Cluster-Segregate-Perturb (CSP): A Model-agnostic Explainability Pipeline for Spatiotemporal Land Surface Forecasting Models
  103. Learning Collaborative Knowledge with Multimodal Representation for Polyp Re-Identification
  104. A New Pipeline For Generating Instruction Dataset via RAG and Self Fine-Tuning
  105. AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising
  106. Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts
  107. Efficient Visual Representation Learning with Heat Conduction Equation
  108. Quantum Gradient Class Activation Map for Model Interpretability
  109. Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection
  110. CMAB: A First National-Scale Multi-Attribute Building Dataset in China Derived from Open Source Data and GeoAI
  111. Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning
  112. Integrative Approaches in Cybersecurity and AI
  113. Online-Score-Aided Federated Learning for Resource-Constrained Wireless Clients with Continual Data Arrival
  114. Low-Rank Approximation, Adaptation, and Other Tales
  115. Creating Arabic LLM Prompts at Scale