mlsanityData to 7 Oct 2026

Papers

New on arXiv

Sun 21 Jan 2024

109 papers

  1. Large Language Model based Multi-Agents: A Survey of Progress and ChallengesLLM agents and tool use → General LLM agent frameworks and benchmarks
  2. Solving Offline Reinforcement Learning with Decision Tree RegressionOffline RL and imitation learning from data → Offline RL algorithms
  3. Freely Long-Thinking Transformer (FraiLT)LLM reasoning → Test-time compute and efficient thinking
  4. Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion TransformersDiffusion models → Diffusion foundations and sampling
  5. Over-Reasoning and Redundant Calculation of Large Language ModelsLLM reasoning → Mathematical reasoning
  6. Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and FeedbackLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  7. Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinementMultimodal LLMs / vision-language models → Medical vision-language models
  8. LLMRA: Multi-modal Large Language Model based Restoration AssistantMultimodal LLMs / vision-language models → Image editing and quality assessment
  9. Visual Imitation Learning with Calibrated Contrastive RepresentationOffline RL and imitation learning from data → Imitation learning methods
  10. Interactive AI with Retrieval-Augmented Generation for Next Generation NetworkingRetrieval-augmented generation → Agentic RAG, agents and memory
  11. MoMA: Model-based Mirror Ascent for Offline Reinforcement LearningOffline RL and imitation learning from data → Offline RL algorithms
  12. Multi-Agent Generative Adversarial Interactive Self-Imitation Learning for AUV Formation Control and Obstacle AvoidanceOffline RL and imitation learning from data → Imitation learning methods
  13. Confidence Preservation Property in Knowledge Distillation AbstractionsLLM safety and security → Safety alignment, refusal and guardrails
  14. Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification
  15. Constrained Reinforcement Learning for Adaptive Controller Synchronization in Distributed SDN
  16. Discussion of Loop Expansion and Introduction of Series Cutting Functions to Local Potential Approximation: Complexity Analysis Using Green's Functions, Cutting Of Nth-Order Social Interactions For Progressive Safety
  17. Enhance Eye Disease Detection using Learnable Probabilistic Discrete Latents in Machine Learning Architectures
  18. Quantum Inspired Chaotic Salp Swarm Optimization for Dynamic Optimization
  19. Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer
  20. MADRL-based UAVs Trajectory Design with Anti-Collision Mechanism in Vehicular Networks
  21. Training microrobots to swim by a large language model
  22. Detection of Auditory Brainstem Response Peaks Using Image Processing Techniques in Infants with Normal Hearing Sensitivity
  23. Fuzzy Logic-Based System for Brain Tumour Detection and Classification
  24. Agreement Technologies for Coordination in Smart Cities
  25. Emergent Dominance Hierarchies in Reinforcement Learning Agents
  26. Instructional Fingerprinting of Large Language Models
  27. Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks
  28. What Are We Optimizing For? A Human-centric Evaluation of Deep Learning-based Movie Recommenders
  29. Text-to-Image Cross-Modal Generation: A Systematic Review
  30. Tight Verification of Probabilistic Robustness in Bayesian Neural Networks
  31. In-context Learning with Retrieved Demonstrations for Language Models: A Survey
  32. Efficient local linearity regularization to overcome catastrophic overfitting
  33. The State of Computer Vision Research in Africa
  34. Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks
  35. Graph Edits for Counterfactual Explanations: A comparative study
  36. textttimmrax: A Parallelizable and Differentiable Toolbox for Interval Analysis and Mixed Monotone Reachability in JAX
  37. Robust Evaluation Measures for Evaluating Social Biases in Masked Language Models
  38. Understanding the Generalization Benefits of Late Learning Rate Decay
  39. TetraLoss: Improving the Robustness of Face Recognition against Morphing Attacks
  40. Learning to Maximize Gains From Trade in Small Markets
  41. Differentially-Private Multi-Tier Federated Learning
  42. Thermal Image Calibration and Correction using Unpaired Cycle-Consistent Adversarial Networks
  43. Quantum Architecture Search with Unsupervised Representation Learning
  44. Thompson Sampling for Stochastic Bandits with Noisy Contexts: An Information-Theoretic Regret Analysis
  45. Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints
  46. Enhancing selectivity using Wasserstein distance based reweighing
  47. VQC-Based Reinforcement Learning with Data Re-uploading: Performance and Trainability
  48. Taxi dispatching strategies with compensations
  49. Hierarchical Prompts for Rehearsal-free Continual Learning
  50. How Robust Are Energy-Based Models Trained With Equilibrium Propagation?
  51. Multi-View Neural 3D Reconstruction of Micro-/Nanostructures with Atomic Force Microscopy
  52. EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting
  53. Tempo: Confidentiality Preservation in Cloud-Based Neural Network Training
  54. CaBuAr: California Burned Areas dataset for delineation
  55. Exploring the Truth and Beauty of Theory Landscapes with Machine Learning
  56. TERC: A Transfer Entropy Redundancy Criterion for State Variable Selection in Reinforcement Learning
  57. MobileARLoc: On-device Robust Absolute Localisation for Pervasive Markerless Mobile AR
  58. Enhancing Recommendation Diversity by Re-ranking with Large Language Models
  59. CheX-GPT: Harnessing Large Language Models for Enhanced Chest X-ray Report Labeling
  60. With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation
  61. Integration of Large Language Models in Control of EHD Pumps for Precise Color Synthesis
  62. Self-Supervised Bird's Eye View Motion Prediction with Cross-Modality Signals
  63. Edge-Enabled Real-time Railway Track Segmentation
  64. MapChange: Enhancing Semantic Change Detection with Temporal-Invariant Historical Maps Based on Deep Triplet Network
  65. HARDCORE: H-field and power loss estimation for arbitrary waveforms with residual, dilated convolutional neural networks in ferrite cores
  66. Towards Better Inclusivity: A Diverse Tweet Corpus of English Varieties
  67. ColorVideoVDP: A visual difference predictor for image, video and display distortions
  68. Abstract Weighted Based Gradual Semantics in Argumentation Theory
  69. LR-CNN: Lightweight Row-centric Convolutional Neural Network Training for Memory Reduction
  70. Exploring Missing Modality in Multimodal Egocentric Datasets
  71. Task-specific regularization loss towards model calibration for reliable lung cancer detection
  72. Estimating the Usefulness of Clarifying Questions and Answers for Conversational Search
  73. Frost Prediction Using Machine Learning Methods in Fars Province
  74. AttentionLego: An Open-Source Building Block For Spatially-Scalable Large Language Model Accelerator With Processing-In-Memory Technology
  75. Inter-Domain Mixup for Semi-Supervised Domain Adaptation
  76. Towards Reliable and Factual Response Generation: Detecting Unanswerable Questions in Information-Seeking Conversations
  77. Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation
  78. Sequential Model for Predicting Patient Adherence in Subcutaneous Immunotherapy for Allergic Rhinitis
  79. General Flow as Foundation Affordance for Scalable Robot Learning
  80. Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning
  81. Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification
  82. Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition
  83. Exploring Diffusion Time-steps for Unsupervised Representation Learning
  84. Grayscale Image Colorization with GAN and CycleGAN in Different Image Domain
  85. Supervised Embedded Methods for Hyperspectral Band Selection
  86. Double-Bounded Optimal Transport for Advanced Clustering and Classification
  87. S3M-Net: Joint Learning of Semantic Segmentation and Stereo Matching for Autonomous Driving
  88. Agricultural Recommendation System based on Deep Learning: A Multivariate Weather Forecasting Approach
  89. SEBERTNets: Sequence Enhanced BERT Networks for Event Entity Extraction Tasks Oriented to the Finance Field
  90. Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts
  91. PlasmoData.jl -- A Julia Framework for Modeling and Analyzing Complex Data as Graphs
  92. MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts
  93. Enabling clustering algorithms to detect clusters of varying densities through scale-invariant data preprocessing
  94. UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature Representation
  95. Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset
  96. MedLM: Exploring Language Models for Medical Question Answering Systems
  97. Using Large Language Model for End-to-End Chinese ASR and NER
  98. Language Models as Hierarchy Encoders
  99. Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion
  100. Back-stepping Experience Replay with Application to Model-free Reinforcement Learning for a Soft Snake Robot
All 109
  1. Self-sustaining Software Systems (S4): Towards Improved Interpretability and Adaptation
  2. Revolutionizing API Documentation through Summarization
  3. PepHarmony: A Multi-View Contrastive Learning Framework for Integrated Sequence and Structure-Based Peptide Encoding
  4. ANNA: A Deep Learning Based Dataset in Heterogeneous Traffic for Autonomous Vehicles
  5. ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution
  6. Squared Wasserstein-2 Distance for Efficient Reconstruction of Stochastic Differential Equations
  7. Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual Bandits
  8. A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance
  9. Asynchronous Parallel Reinforcement Learning for Optimizing Propulsive Performance in Fin Ray Control