mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 12 Jan 2025

122 papers

  1. Learning Implicit Social Navigation Behavior using Deep Inverse Reinforcement LearningOffline RL and imitation learning from data → Social robot navigation +1
  2. An Empirical Study of Deep Reinforcement Learning in Continuing TasksDeep reinforcement learning methods → Deep RL algorithms and representations
  3. Semiparametric Double Reinforcement Learning with Applications to Long-Term Causal InferenceDeep reinforcement learning methods → RL theory and sample complexity
  4. Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous LearningMixture-of-experts → Vision mixture-of-experts
  5. A General Framework for Inference-time Scaling and Steering of Diffusion ModelsLLM reasoning → Diffusion reasoning and test-time scaling +1
  6. LLMs Model Non-WEIRD Populations: Experiments with Synthetic Cultural AgentsLLM agents and tool use → Social simulation and multi-agent debate
  7. GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote SensingMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  8. Eliza: A Web3 friendly AI Agent Operating SystemLLM agents and tool use → General LLM agent frameworks and benchmarks
  9. Pareto Set Learning for Multi-Objective Reinforcement LearningDeep reinforcement learning methods → RL for games and combinatorial optimization
  10. ODPG: Outfitting Diffusion with Pose Guided ConditionDiffusion models → 3D, point cloud and scene generation
  11. VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video CaptioningLLM alignment / RLHF / preference optimisation → Diffusion and multimodal model alignment
  12. Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I ModelsDiffusion models → Image generation, text-to-image and editing
  13. Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical EvaluationLLM alignment / RLHF / preference optimisation → Medical LLM alignment
  14. Better Prompt Compression Without Multi-Layer PerceptronsEfficient LLM inference and serving → Prompt and context compression
  15. DRDT3: Diffusion-Refined Decision Test-Time Training ModelDiffusion models → Diffusion and flow policies for robotics +2
  16. ZNO-Eval: Benchmarking reasoning capabilities of large language models in UkrainianLLM reasoning → Reasoning benchmarks and evaluation
  17. MiniRAG: Towards Extremely Simple Retrieval-Augmented GenerationRetrieval-augmented generation → Knowledge-graph and structured-knowledge RAG
  18. Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache ManagementEfficient LLM inference and serving → Serving systems and request scheduling
  19. AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous CloudsLLM agents and tool use → Software engineering coding agents
  20. Average Reward Reinforcement Learning for Wireless Radio Resource ManagementDeep reinforcement learning methods → RL for energy, networks and operations
  21. Mamba-MOC: A Multicategory Remote Object Counting via State Space ModelState-space sequence models (S4, Mamba) → Vision Mamba backbones
  22. DVM: Towards Controllable LLM Agents in Social Deduction GamesLLM agents and tool use → Reinforcement learning for LLM agents
  23. Modeling Neural Networks with Privacy Using Neural Stochastic Differential EquationsLLM safety and security → Membership inference attacks
  24. Application of Vision-Language Model to Pedestrians Behavior and Scene Understanding in Autonomous DrivingMultimodal LLMs / vision-language models → Driving VLMs and open-vocabulary detection +2
  25. Robust Hybrid Classical-Quantum Transfer Learning Model for Text Classification Using GPT-Neo 125M with LoRA & SMOTE Enhancement
  26. Enhancing Data Integrity through Provenance Tracking in Semantic Web Frameworks
  27. SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval
  28. Kolmogorov-Arnold Networks and Evolutionary Game Theory for More Personalized Cancer Treatment
  29. Monotone Curve Estimation via Convex Duality
  30. Doubly Robust Inference on Causal Derivative Effects for Continuous Treatments
  31. Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers
  32. Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives
  33. Generative Artificial Intelligence-Supported Pentesting: A Comparison between Claude Opus, GPT-4, and Copilot
  34. Compact Bayesian Neural Networks via pruned MCMC sampling
  35. Sanidha: A Studio Quality Multi-Modal Dataset for Carnatic Music
  36. Patent Novelty Assessment Accelerating Innovation and Patent Prosecution
  37. A Hessian-informed hyperparameter optimization for differential learning rate
  38. The Einstein Test: Towards a Practical Test of a Machine's Ability to Exhibit Superintelligence
  39. Comparison of Autoencoders for tokenization of ASL datasets
  40. Super-Resolution of 3D Micro-CT Images Using Generative Adversarial Networks: Enhancing Resolution and Segmentation Accuracy
  41. Evaluating unsupervised contrastive learning framework for MRI sequences classification
  42. A group-theoretic framework for machine learning in hyperbolic spaces
  43. Neural equilibria for long-term prediction of nonlinear conservation laws
  44. Harnessing Large Language Models for Disaster Management: A Survey
  45. Why are we living the age of AI applications right now? The long innovation path from AI's birth to a child's bedtime magic
  46. CULTURE3D: A Large-Scale and Diverse Dataset of Cultural Landmarks and Terrains for Gaussian-Based Scene Rendering
  47. A Hybrid Virtual Element Method and Deep Learning Approach for Solving One-Dimensional Euler-Bernoulli Beams
  48. Optimal Online Bookmaking for Binary Games
  49. Benchmarking YOLOv8 for Optimal Crack Detection in Civil Infrastructure
  50. Driver Age and Its Effect on Key Driving Metrics: Insights from Dynamic Vehicle Data
  51. Filtering out mislabeled training instances using black-box optimization and quantum annealing
  52. Risk-Averse Finetuning of Large Language Models
  53. Local Foreground Selection aware Attentive Feature Reconstruction for few-shot fine-grained plant species classification
  54. Deep Learning and Foundation Models for Weather Prediction: A Survey
  55. Synthetic Prior for Few-Shot Drivable Head Avatar Inversion
  56. ActiveGAMER: Active GAussian Mapping through Efficient Rendering
  57. Introduction to the Usage of Open Data from the Large Hadron Collider for Computer Scientists in the Context of Machine Learning
  58. Language Fusion for Parameter-Efficient Cross-lingual Transfer
  59. MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis
  60. Real-Time Neural-Enhancement for Online Cloud Gaming
  61. Defect Detection Network In PCB Circuit Devices Based on GAN Enhanced YOLOv11
  62. Uncertainty-Aware Online Extrinsic Calibration: A Conformal Prediction Approach
  63. Causal Claims in Economics
  64. A Foundational Generative Model for Breast Ultrasound Image Analysis
  65. Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age
  66. Transfer Learning of Tabular Data by Finetuning Large Language Models
  67. LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive Classifier
  68. Integrators at War: Mediating in AI-assisted Resort-to-Force Decisions
  69. A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context
  70. A Counterfactual Cause in Situation Calculus
  71. SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training
  72. Faithful Counterfactual Visual Explanations (FCVE)
  73. Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution
  74. An efficient approach to represent enterprise web application structure using Large Language Model in the service of Intelligent Quality Engineering
  75. SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation
  76. X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding
  77. A novel multi-agent dynamic portfolio optimization learning system based on hierarchical deep reinforcement learning
  78. Towards Counterfactual and Contrastive Explainability and Transparency of DCNN Image Classifiers
  79. Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification
  80. Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication
  81. Event Argument Extraction with Enriched Prompts
  82. MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction
  83. A Study on Educational Data Analysis and Personalized Feedback Report Generation Based on Tags and ChatGPT
  84. UR2P-Dehaze: Learning a Simple Image Dehaze Enhancer via Unpaired Rich Physical Prior
  85. Improving Cross-Lingual Phonetic Representation of Low-Resource Languages Through Language Similarity Analysis
  86. RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models
  87. Semantic-CD: Remote Sensing Image Semantic Change Detection towards Open-vocabulary Setting
  88. A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier
  89. Unifying Two Types of Scaling Laws from the Perspective of Conditional Kolmogorov Complexity
  90. Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences
  91. Improving Pain Classification using Spatio-Temporal Deep Learning Approaches with Facial Expressions
  92. Temporal-Aware Spiking Transformer Hashing Based on 3D-DWT
  93. 3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D Shapes
  94. Cost-Effective Robotic Handwriting System with AI Integration
  95. COMPASS: A Compiler Framework for Resource-Constrained Crossbar-Array Based In-Memory Deep Learning Accelerators
  96. Identification and Estimation of Simultaneous Equation Models Using Higher-Order Cumulant Restrictions
  97. Hierarchy-Boosted Funnel Learning for Identifying Semiconductors with Ultralow Lattice Thermal Conductivity
  98. SuperNeRF-GAN: A Universal 3D-Consistent Super-Resolution Framework for Efficient and Enhanced 3D-Aware Image Synthesis
  99. On the Complexity of Global Necessary Reasons to Explain Classification
  100. MTPareto: A MultiModal Targeted Pareto Framework for Fake News Detection
All 122
  1. Improving the adaptive and continuous learning capabilities of artificial neural networks: Lessons from multi-neuromodulatory dynamics
  2. Procedural Fairness and Its Relationship with Distributive Fairness in Machine Learning
  3. Static Segmentation by Tracking: A Label-Efficient Approach for Fine-Grained Specimen Image Segmentation
  4. Diversified Augmentation with Domain Adaptation for Debiased Video Temporal Grounding
  5. Rice Leaf Disease Detection: A Comparative Study Between CNN, Transformer and Non-neural Network Architectures
  6. ZOQO: Zero-Order Quantized Optimization
  7. Measuring the Robustness of Reference-Free Dialogue Evaluation Systems
  8. Wavelet Integrated Convolutional Neural Network for ECG Signal Denoising
  9. Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution
  10. F3D-Gaus: Feed-forward 3D-aware Generation on ImageNet with Cycle-Aggregative Gaussian Splatting
  11. Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints
  12. Evaluating Sample Utility for Efficient Data Selection by Mimicking Model Weights
  13. ELIZA Reanimated: The world's first chatbot restored on the world's first time sharing system
  14. Fine-tuning ChatGPT for Automatic Scoring of Written Scientific Explanations in Chinese
  15. Sequential Portfolio Selection under Latent Side Information-Dependence Structure: Optimality and Universal Learning Algorithms
  16. Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions
  17. Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation
  18. PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation
  19. TAPO: Task-Referenced Adaptation for Prompt Optimization
  20. Tab-Shapley: Identifying Top-k Tabular Data Quality Insights
  21. Generative AI in Education: From Foundational Insights to the Socratic Playground for Learning
  22. Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels