mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 19 Oct 2024

167 papers

  1. GNNRL-Smoothing: A Prior-Free Reinforcement Learning Model for Mesh SmoothingDeep reinforcement learning methods → RL with diffusion and flow models
  2. Bias Amplification: Large Language Models as Increasingly Biased MediaSynthetic data and self-improvement for LLMs → LLM synthetic data generation
  3. On the Diversity of Synthetic Data and its Impact on Training Large Language ModelsSynthetic data and self-improvement for LLMs → LLM synthetic data generation
  4. IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement LearningEnd-to-end autonomous driving → Cooperative and V2X driving
  5. Augmented Lagrangian-Based Safe Reinforcement Learning Approach for Distribution System Volt/VAR ControlDeep reinforcement learning methods → RL for energy, networks and operations
  6. Action abstractions for amortized samplingDeep reinforcement learning methods → RL with diffusion and flow models
  7. An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-MakingLLM agents and tool use → Social simulation and multi-agent debate
  8. SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent EvaluationLLM agents and tool use → GUI and mobile agents
  9. Evaluating Deep Unlearning in Large Language ModelsLLM safety and security → Machine unlearning
  10. Collaborative State Fusion in Partially Known Multi-agent EnvironmentsLLM agents and tool use → Multimodal and embodied agents
  11. TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-CheckingLLM reasoning → Reasoning benchmarks and evaluation
  12. Generalized Flow Matching for Transition Dynamics ModelingDiffusion models → Flow matching, time series and science
  13. Reinfier and Reintrainer: Verification and Interpretation-Driven Safe Deep Reinforcement Learning FrameworksDeep reinforcement learning methods → Safe and constrained RL
  14. Mean Field LQG Social Optimization: A Reinforcement Learning ApproachDeep reinforcement learning methods → RL for games and combinatorial optimization
  15. On Designing Effective RL Reward at Training Time for LLM ReasoningLLM reasoning → Reinforcement learning for reasoning +1
  16. Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language ModelsRetrieval-augmented generation → Privacy and security of RAG
  17. GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNetsLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  18. Spatial-Mamba: Effective Visual State Space Models via Structure-aware State FusionState-space sequence models (S4, Mamba) → Vision Mamba backbones
  19. LLaVA-Ultra: Large Chinese Language and Vision Assistant for UltrasoundMultimodal LLMs / vision-language models → Medical vision-language models
  20. MorphAgent: Empowering Agents through Self-Evolving Profiles and Decentralized CollaborationLLM agents and tool use → General LLM agent frameworks and benchmarks +1
  21. Beyond Right to be Forgotten: Managing Heterogeneity Side Effects Through Strategic IncentivesLLM safety and security → Federated unlearning and poisoning
  22. Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and OptimizationDiffusion models → Flow matching, time series and science
  23. A Novel Reinforcement Learning Model for Post-Incident Malware InvestigationsDeep reinforcement learning methods → Adversarial robustness and RL in finance
  24. Group Diffusion Transformers are Unsupervised Multitask LearnersDiffusion models → Image generation, text-to-image and editing
  25. MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object DetectionState-space sequence models (S4, Mamba) → Point clouds, detection and remote sensing
  26. DiffuseST: Unleashing the Capability of the Diffusion Model for Style TransferDiffusion models → Image generation, text-to-image and editing
  27. AutoFPDesigner: Automated Flight Procedure Design Based on Multi-Agent Large Language ModelLLM agents and tool use → Multimodal and embodied agents
  28. Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept GenerationMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  29. MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement LearningMixture-of-experts → MoE in reinforcement learning and robotics +1
  30. Offline-to-online Reinforcement Learning for Image-based Grasping with Scarce DemonstrationsOffline RL and imitation learning from data → Real-world robot offline RL
  31. On the Convergence and Straightness of Rectified FlowDiffusion models → Flow matching, time series and science
  32. MultiViewDx: Evidence-Linked Multi-View Clinical DiagnosisMultimodal LLMs / vision-language models → Medical vision-language models
  33. ImmerseDiffusion: A Generative Spatial Audio Latent Diffusion ModelDiffusion models → Audio, speech and music
  34. Baichuan Alignment Technical ReportLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  35. Imprompter: Tricking LLM Agents into Improper Tool UseLLM agents and tool use → Agent threats, guardrails and governance
  36. Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One StepDiffusion models → Diffusion foundations and sampling +1
  37. Semantic Information G Theory for Range Control with Tradeoff between Purposiveness and Efficiency
  38. Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis
  39. GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
  40. Stool Recognition for Colorectal Cancer Detection through Deep Learning
  41. Team Ryu's Submission to SIGMORPHON 2024 Shared Task on Subword Tokenization
  42. Conformal Predictive Portfolio Selection
  43. Exploring Quantum Neural Networks for Demand Forecasting
  44. End-to-End Transformer-based Automatic Speech Recognition for Northern Kurdish: A Pioneering Approach
  45. The Solution for Single Object Tracking Task of Perception Test Challenge 2024
  46. Modeling Visual Memorability Assessment with Autoencoders Reveals Characteristics of Memorable Images
  47. A Semidefinite Relaxation Approach for Fair Graph Clustering
  48. Deep Learning-based Detection of Bacterial Swarm Motion Using a Single Image
  49. Chasing Random: Instruction Selection Strategies Fail to Generalize
  50. Robust Low-rank Tensor Train Recovery
  51. AutoFLUKA: A Large Language Model Based Framework for Automating Monte Carlo Simulations in FLUKA
  52. Deep Learning Foundation and Pattern Models: Challenges in Hydrological Time Series
  53. A Predictive Approach To Enhance Time-Series Forecasting
  54. Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms
  55. Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning
  56. Unsupervised Domain Adaptation Approaches for Chessboard Recognition
  57. Learning Nonholonomic Dynamics with Constraint Discovery
  58. CLIPtortionist: Zero-shot Text-driven Deformation for Manufactured 3D Shapes
  59. R-GAT: Cancer Document Classification Leveraging Graph-Based Residual Network for Scenarios with Limited Data
  60. Fine-tuning foundational models to code diagnoses from veterinary health records
  61. The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse
  62. GUIDE: Real-Time Human-Shaped Agents
  63. HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks
  64. GUIDEd Agents: Enhancing Navigation Policies through Task-Specific Uncertainty Abstraction in Localization-Limited Environments
  65. Adaptive Pruning with Module Robustness Sensitivity: Balancing Compression and Robustness
  66. Implicit neural representation for free-breathing MR fingerprinting (INR-MRF): co-registered 3D whole-liver water T1, water T2, proton density fat fraction, and R2* mapping
  67. Crafting Tomorrow: The Influence of Design Choices on Fresh Content in Social Media Recommendation
  68. Uncovering Autoregressive LLM Knowledge of Thematic Fit in Event Representation
  69. Linguistic Fuzzy Information Evolution with Random Leader Election Mechanism for Decision-Making Systems
  70. Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction
  71. Optimizing Large Language Models for Dynamic Constraints through Human-in-the-Loop Discriminators
  72. Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject Training
  73. Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging
  74. Simulation-Based Optimistic Policy Iteration For Multi-Agent MDPs with Kullback-Leibler Control Cost
  75. On the Convergence Theory of Pipeline Gradient-based Analog In-memory Training
  76. MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification
  77. Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning
  78. A survey of neural-network-based methods utilising comparable data for finding translation equivalents
  79. Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling
  80. CAST: Corpus-Aware Self-similarity Enhanced Topic modelling
  81. Controllable RANSAC-based Anomaly Detection via Hypothesis Testing
  82. MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science
  83. Generalizable Prediction Model of Molten Salt Mixture Density with Chemistry-Informed Transfer Learning
  84. Accelerating k-Means Clustering with Cover Trees
  85. Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models
  86. A Prompt Refinement-based Large Language Model for Metro Passenger Flow Forecasting under Delay Conditions
  87. The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study
  88. Standardizing Generative Face Video Compression using Supplemental Enhancement Information
  89. Incorporating Group Prior into Variational Inference for Tail-User Behavior Modeling in CTR Prediction
  90. CosFairNet:A Parameter-Space based Approach for Bias Free Learning
  91. DPVS-Shapley:Faster and Universal Contribution Evaluation Component in Federated Learning
  92. Towards Safer Heuristics With XPlain
  93. A Distribution Semantics for Probabilistic Term Rewriting
  94. EPT-1.5 Technical Report
  95. SLIC: Secure Learned Image Codec through Compressed Domain Watermarking to Defend Image Manipulation
  96. Personalized Federated Learning with Adaptive Feature Aggregation and Knowledge Transfer
  97. A Cycle Ride to HDR: Semantics Aware Self-Supervised Framework for Unpaired LDR-to-HDR Image Reconstruction
  98. A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
  99. EndoMetric: Near-Light Monocular Metric Scale Estimation in Endoscopy
  100. A Prompt Engineering Approach and a Knowledge Graph based Framework for Tackling Legal Implications of Large Language Model Answers
All 167
  1. BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent Clustering
  2. Deep Equilibrium Algorithmic Reasoning
  3. Asymptotic Time-Uniform Inference for Parameters in Averaged Stochastic Approximation
  4. A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments
  5. GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization
  6. Automatic identification of diagnosis from hospital discharge letters via weakly supervised Natural Language Processing
  7. Are LLMs Good Zero-Shot Fallacy Classifiers?
  8. Testing the Efficacy of Hyperparameter Optimization Algorithms in Short-Term Load Forecasting
  9. Adversarial Training: A Survey
  10. A Multimodal Vision Foundation Model for Clinical Dermatology
  11. mHumanEval -- A Multilingual Benchmark to Evaluate Large Language Models for Code Generation
  12. EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices
  13. Improving General Text Embedding Model: Tackling Task Conflict and Data Imbalance through Model Merging
  14. Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models
  15. Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attention
  16. A Recommendation Model Utilizing Separation Embedding and Self-Attention for Feature Mining
  17. LLM-Driven Learning Analytics Dashboard for Teachers in EFL Writing Education
  18. Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation
  19. Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding
  20. Iterative Methods via Locally Evolving Set Process
  21. A Survey of Ontology Expansion for Conversational Understanding
  22. DM-Codec: Distilling Multimodal Representations for Speech Tokenization
  23. Transit Pulse: Utilizing Social Media as a Source for Customer Feedback and Information Extraction with Large Language Model
  24. DST-TransitNet: A Dynamic Spatio-Temporal Deep Learning Model for Scalable and Efficient Network-Wide Prediction of Station-Level Transit Ridership
  25. Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer
  26. FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
  27. Time-Varying Convex Optimization with O(n) Computational Complexity
  28. CAP: Data Contamination Detection via Consistency Amplification
  29. Achieving tildeO(1/N) Optimality Gap in Restless Bandits through Gaussian Approximation
  30. How Many Images Does It Take? Estimating Imitation Thresholds in Text-to-Image Models
  31. FIT-GNN: Faster Inference Time for GNNs that 'FIT' in Memory Using Coarsening
  32. A comparative study of NeuralODE and Universal ODE approaches to solving Chandrasekhar White Dwarf equation
  33. Improving Pronunciation and Accent Conversion through Knowledge Distillation And Synthetic Ground-Truth from Native TTS
  34. Quanta Video Restoration
  35. Making Every Frame Matter: Continuous Activity Recognition in Streaming Video via Adaptive Video Context Modeling
  36. Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span
  37. ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla
  38. Audio Processing using Pattern Recognition for Music Genre Classification
  39. Wave (from) Polarized Light Learning (WPLL) method: high resolution spatio-temporal measurements of water surface waves in laboratory setups
  40. SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning
  41. NeuralMAG: Fast and Generalizable Micromagnetic Simulation with Deep Neural Nets
  42. D-SarcNet: A Dual-stream Deep Learning Framework for Automatic Analysis of Sarcomere Structures in Fluorescently Labeled hiPSC-CMs
  43. DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain
  44. Do Large Language Models Truly Grasp Mathematics? An Empirical Exploration From Cognitive Psychology
  45. Subversive Characters and Stereotyping Readers: Characterizing Queer Relationalities with Dialogue-Based Relation Extraction
  46. 3D Multi-Object Tracking Employing MS-GLMB Filter for Autonomous Driving
  47. BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation
  48. Taming the Long Tail in Human Mobility Prediction
  49. Visual Navigation of Digital Libraries: Retrieval and Classification of Images in the National Library of Norway's Digitised Book Collection
  50. AugInsert: Learning Robust Visual-Force Policies via Data Augmentation for Object Assembly Tasks
  51. Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a Benchmark Dataset and a Novel Network
  52. ChronoFact: Timeline-based Temporal Fact Verification
  53. Deep Learning for Weather Forecasting: A CNN-LSTM Hybrid Model for Predicting Historical Temperature Data
  54. LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model
  55. Neural Radiance Field Image Refinement through End-to-End Sampling Point Optimization
  56. Accelerate Coastal Ocean Circulation Model with AI Surrogate
  57. Architectural Scaling Surpass Basis Complexity? Efficient KANs with Single-Parameter Design
  58. Optimally Solving Colored Generalized Sliding-Tile Puzzles: Complexity and Bounds
  59. DEL-Ranking: Ranking-Correction Denoising Framework for Elucidating Molecular Affinities in DNA-Encoded Libraries
  60. Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding
  61. 2D Basement Relief Inversion using Sparse Regularization
  62. HiPPO-KAN: Efficient KAN Model for Time Series Analysis
  63. Can AI weather models predict out-of-distribution gray swan tropical cyclones?
  64. Water quality polluted by total suspended solids classified within an Artificial Neural Network approach
  65. Hierarchical Reinforced Trader (HRT): A Bi-Level Approach for Optimizing Stock Selection and Execution
  66. Cooperation and Fairness in Multi-Agent Reinforcement Learning
  67. ReeFRAME: Reeb Graph based Trajectory Analysis Framework to Capture Top-Down and Bottom-Up Patterns of Life