mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 4 May 2024

100 papers

  1. Reinforcement Learning-Based Model Matching in COBRA, a Slithering Snake RobotDeep reinforcement learning methods → RL for robot locomotion and manipulation
  2. Guidance Design for Escape Flight Vehicle Using Evolution Strategy Enhanced Deep Reinforcement LearningDeep reinforcement learning methods → RL for robot navigation and UAV control
  3. Linear Convergence of Independent Natural Policy Gradient in Games with Entropy RegularizationDeep reinforcement learning methods → Multi-agent reinforcement learning
  4. Implicit Safe Set Algorithm for Provably Safe Reinforcement LearningDeep reinforcement learning methods → Safe and constrained RL
  5. Sub-goal Distillation: A Method to Improve Small Language AgentsLLM agents and tool use → General LLM agent frameworks and benchmarks
  6. Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long DocumentsRetrieval-augmented generation → RAG pipeline design and evaluation
  7. U-DiTs: Downsample Tokens in U-Shaped Diffusion TransformersDiffusion models → Diffusion foundations and sampling
  8. Stable Diffusion Dataset Generation for Downstream Classification TasksDiffusion models → Diffusion foundations and sampling
  9. DiffuseTrace: A Transparent and Flexible Watermarking Scheme for Latent Diffusion ModelDiffusion models → Robustness, privacy and adversarial aspects +1
  10. Hand-Object Interaction Controller (HOIC): Deep Reinforcement Learning for Reconstructing Interactions with PhysicsDeep reinforcement learning methods → RL for robot locomotion and manipulation
  11. R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language ModelsRetrieval-augmented generation → Generation and context integration
  12. UDUC: An Uncertainty-driven Approach for Learning-based Robust ControlDeep reinforcement learning methods → RL theory and sample complexity
  13. Enhancing Vision-Language Models Generalization via Diversity-Driven Novel Feature SynthesisMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  14. PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property GenerationRetrieval-augmented generation → Privacy and security of RAG
  15. CTD4 -- A Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple CriticsDeep reinforcement learning methods → RL theory and sample complexity
  16. Off-OAB: Off-Policy Policy Gradient Method with Optimal Action-Dependent BaselineDeep reinforcement learning methods → RL theory and sample complexity
  17. Modern Information Technologies in Scientific Research and Educational Activities
  18. Woven Fabric Capture with a Reflection-Transmission Photo Pair
  19. Real-time Neural Woven Fabric Rendering
  20. Large Language Models estimate fine-grained human color-concept associations
  21. IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data
  22. GAD: A Real-time Gait Anomaly Detection System with Online Adaptive Learning
  23. EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD
  24. Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models
  25. Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records
  26. Iterative Filter Pruning for Concatenation-based CNN Architectures
  27. UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification
  28. Improve Cross-Modality Segmentation by Treating T1-Weighted MRI Images as Inverted CT Scans
  29. Your Network May Need to Be Rewritten: Network Adversarial Based on High-Dimensional Function Graph Decomposition
  30. MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning
  31. PhilHumans: Benchmarking Machine Learning for Personal Health
  32. Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning
  33. Has this Fact been Edited? Detecting Knowledge Edits in Language Models
  34. Assessing Adversarial Robustness of Large Language Models: An Empirical Study
  35. TK-Planes: Tiered K-Planes with High Dimensional Feature Vectors for Dynamic UAV-based Scenes
  36. Deep Image Restoration For Image Anti-Forensics
  37. Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding
  38. Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation
  39. Beyond Performance: Quantifying and Mitigating Label Bias in LLMs
  40. Relations Prediction for Knowledge Graph Completion using Large Language Models
  41. Systematic Review: Anomaly Detection in Connected and Autonomous Vehicles
  42. A Mathematical Model of the Hidden Feedback Loop Effect in Machine Learning Systems
  43. Taming Equilibrium Bias in Risk-Sensitive Multi-Agent Reinforcement Learning
  44. AFter: Attention-based Fusion Router for RGBT Tracking
  45. Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness
  46. CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions
  47. The Role of AI in Peer Support for Young People: A Study of Preferences for Human- and AI-Generated Responses
  48. Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning
  49. Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach
  50. Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration
  51. Semi-supervised Symmetric Non-negative Matrix Factorization with Low-Rank Tensor Representation
  52. Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images
  53. FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer
  54. Pr'evisions m'et'eorologiques bas'ees sur l'intelligence artificielle : une r'evolution peut en cacher une autre
  55. Position: Quo Vadis, Unsupervised Time Series Anomaly Detection?
  56. Evaluating the Ability of Computationally Extracted Narrative Maps to Encode Media Framing
  57. Quranic Audio Dataset: Crowdsourced and Labeled Recitation from Non-Arabic Speakers
  58. On the Information Redundancy in Non-Autoregressive Translation
  59. From Generalization Analysis to Optimization Designs for State Space Models
  60. MedPromptExtract (Medical Data Extraction Tool): Anonymization and Hi-fidelity Automated data extraction using NLP and prompt engineering
  61. DDE-Find: Learning Delay Differential Equations from Noisy, Limited Data
  62. Enhancing Cooperation through Selective Interaction and Long-term Experiences in Multi-Agent Reinforcement Learning
  63. Isopignistic Canonical Decomposition via Belief Evolution Network
  64. Deep Pulse-Signal Magnification for remote Heart Rate Estimation in Compressed Videos
  65. Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling
  66. Generic Multi-modal Representation Learning for Network Traffic Analysis
  67. A Conformal Prediction Score that is Robust to Label Noise
  68. Interpretable Multi-View Clustering
  69. Machine Learning in Space: Surveying the Robustness of on-board ML models to Radiation
  70. PrivSGP-VR: Differentially Private Variance-Reduced Stochastic Gradient Push with Tight Utility Bounds
  71. TREC iKAT 2023: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants
  72. Onboard Out-of-Calibration Detection of Deep Learning Models using Conformal Prediction
  73. Unsupervised machine learning for data-driven rock mass classification: addressing limitations in existing systems using drilling data
  74. Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction
  75. Learning Linear Utility Functions From Pairwise Comparison Queries
  76. Advanced Equalization in 112 Gb/s Upstream PON Using a Novel Fourier Convolution-based Network
  77. UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model
  78. MEXGEN: An Effective and Efficient Information Gain Approximation for Information Gathering Path Planning
  79. Astro-NER -- Astronomy Named Entity Recognition: Is GPT a Good Domain Expert Annotator?
  80. Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning
  81. Vision-based 3D occupancy prediction in autonomous driving: a review and outlook
  82. Online Bandits with (Biased) Offline Data: Adaptive Learning under Distribution Mismatch
  83. Better YOLO with Attention-Augmented Network and Enhanced Generalization Performance for Safety Helmet Detection
  84. Explainable Interface for Human-Autonomy Teaming: A Survey
  85. Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements
  86. Mixat: A Data Set of Bilingual Emirati-English Speech
  87. A Data Mining-Based Dynamical Anomaly Detection Method for Integrating with an Advance Metering System
  88. A Combination of BERT and Transformer for Vietnamese Spelling Correction
  89. ViTALS: Vision Transformer for Action Localization in Surgical Nephrectomy
  90. Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features
  91. Surface-Based Visibility-Guided Uncertainty for Continuous Active 3D Neural Reconstruction
  92. Probing Human Visual Robustness with Neurally-Guided Deep Neural Networks
  93. Deep Representation Learning-Based Dynamic Trajectory Phenotyping for Acute Respiratory Failure in Medical Intensive Care Units
  94. Understanding the Difficulty of Solving Cauchy Problems with PINNs
  95. A Framework for Human Evaluation of Large Language Models in Healthcare Derived from Literature Review
  96. Few-Shot Fruit Segmentation via Transfer Learning
  97. CNN-LSTM and Transfer Learning Models for Malware Classification based on Opcodes and API Calls
  98. Prediction of Space Weather Events through Analysis of Active Region Magnetograms using Convolutional Neural Network
  99. AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition
  100. A Multi-Domain Multi-Task Approach for Feature Selection from Bulk RNA Datasets