mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 3 Jan 2026

141 papers

  1. M3Kang: Evaluating Multilingual Multimodal Mathematical Reasoning in Vision-Language ModelsLLM reasoning → Multimodal reasoning +1
  2. Evidence-Grounded Multi-Agent Planning Support for Urban Carbon Governance via RAGLLM agents and tool use → Multimodal and embodied agents
  3. The Active Discoverer Framework: Towards Autonomous Physics Reasoning through Neuro-Symbolic LaTeX SynthesisLLM reasoning → Mathematical reasoning
  4. Dreaming Is Not a Bug: A Jung-Inspired Dream Layer for Multi-Agent LLM CompanionsLLM agents and tool use → Medical and scientific domain agents
  5. ReliabilityBench: Evaluating LLM Agent Reliability Under Production-Like Stress ConditionsLLM agents and tool use → Software engineering coding agents
  6. CBMAS: Cognitive Behavioral Modeling via Activation SteeringMechanistic interpretability → Activation steering methods
  7. From RLHF to Direct Alignment: A Theoretical Unification of Preference Learning for Large Language ModelsLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  8. The Impact of Post-training on Data ContaminationLLM reasoning → Reinforcement learning for reasoning
  9. HyperCLOVA X 32B ThinkLLM reasoning → Multimodal reasoning +2
  10. Warp-Cortex: An Asynchronous, Memory-Efficient Architecture for Million-Agent Cognitive Scaling on Consumer HardwareLLM agents and tool use → Agent memory systems +1
  11. Aggressive Compression Enables LLM Weight TheftLLM safety and security → Jailbreaking
  12. The Alchemy of Thought: Understanding In-Context Learning Through Supervised ClassificationLLM reasoning → Reasoning benchmarks and evaluation
  13. dataRLsec: Safety, Security, and Reliability With Robust Offline Reinforcement Learning for DPAsLLM safety and security → Backdoor and data poisoning attacks
  14. PyBatchRender: A Python Library for Batched 3D Rendering at Up to One Million FPSDeep reinforcement learning methods → RL for robot locomotion and manipulation
  15. MambaFormer: Token-Level Guided Routing Mixture-of-Experts for Accurate and Efficient Clinical AssistanceMixture-of-experts → Medical and biomedical MoE
  16. MCP-SandboxScan: WASM-based Secure Execution and Runtime Analysis for MCP ToolsLLM agents and tool use → Agent threats, guardrails and governance
  17. Atomizer: An LLM-based Collaborative Multi-Agent Framework for Intent-Driven Commit UntanglingLLM agents and tool use → Software engineering coding agents
  18. NeuroSSM: Multiscale Differential State-Space Modeling for Context-Aware fMRI AnalysisState-space sequence models (S4, Mamba) → Physiological signal modeling
  19. Improved Object-Centric Diffusion Learning with Registers and Contrastive AlignmentDiffusion models → Image generation, text-to-image and editing
  20. XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache CompressionEfficient LLM inference and serving → Token pruning and merging for ViTs
  21. Reinforcement Learning Enhanced Multi-hop Reasoning for Temporal Knowledge Question AnsweringLLM reasoning → Knowledge- and tool-augmented reasoning
  22. Adaptive Scheduling: A Reinforcement Learning Whittle Index Approach for Wireless Sensor NetworksDeep reinforcement learning methods → RL for energy, networks and operations
  23. YODA: Yet Another One-step Diffusion-based Video CompressorDiffusion models → Diffusion for compression and wireless
  24. Latent Space Reinforcement Learning for Multi-Robot ExplorationDeep reinforcement learning methods → RL for robot navigation and UAV control
  25. ScienceDB AI: An LLM-Driven Agentic Recommender System for Large-Scale Scientific Data Sharing ServicesLLM agents and tool use → Agentic recommender systems
  26. NADD: Amplifying Noise for Effective Diffusion-based Adversarial PurificationDiffusion models → Robustness, privacy and adversarial aspects
  27. NarrativeTrack: Evaluating Entity-Centric Reasoning for Narrative UnderstandingLLM reasoning → Multimodal reasoning +1
  28. Luminark: Training-free, Probabilistically-Certified Watermarking for General Vision Generative ModelsLLM safety and security → Watermarking generated content and models
  29. Flow Equivariant World Models: Memory for Partially Observed Dynamic EnvironmentsWorld models → Latent predictive world models
  30. SPoRC-VIST: A Benchmark for Evaluating Generative Natural Narrative in Vision-Language ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  31. EgoGrasp: World-Space Hand-Object Interaction Estimation from Egocentric VideosDiffusion models → Diffusion and flow policies for robotics
  32. Coarse-Grained Kullback--Leibler Control of Diffusion-Based Generative AIDiffusion models → Diffusion foundations and sampling
  33. ITSELF: Attention Guided Fine-Grained Alignment for Vision-Language RetrievalMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  34. Intention Collapse: Intention-Level Metrics for Reasoning in Language ModelsLLM reasoning → Test-time compute and efficient thinking
  35. Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation
  36. What Artificial Intelligence can do for High-Performance Computing systems?
  37. Let Me Try Again: Examining Replay Behavior by Tracing Students' Latent Problem-Solving Pathways
  38. L2CU: Learning to Complement Unseen Users
  39. Beyond Reproducibility: Token Probabilities Expose Large Language Model Nondeterminism
  40. The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety
  41. GroupSegment-SHAP: Shapley Value Explanations with Group-Segment Players for Multivariate Time Series
  42. Towards Infinite Length Extrapolation: A Unified Approach
  43. LLM Powered Social Digital Twins: A Framework for Simulating Population Behavioral Response to Policy Interventions
  44. Judge Model for Large-scale Multimodality Benchmarks
  45. Australian Bushfire Intelligence with AI-Driven Environmental Analytics
  46. Comment on arXiv:2511.21731v1: Identifying Quantum Structure in AI Language: Evidence for Evolutionary Convergence of Human and Artificial Cognition
  47. Dynamic Intelligence Ceilings: Measuring Long-Horizon Limits of Planning and Creativity in Artificial Systems
  48. How to Assess AI Literacy: Misalignment Between Self-Reported and Objective-Based Measures
  49. Multimodal Sentiment Analysis based on Multi-channel and Symmetric Mutual Promotion Feature Fusion
  50. MIAR: Modality Interaction and Alignment Representation Fuison for Multimodal Emotion
  51. Accelerating Monte-Carlo Tree Search with Optimized Posterior Policies
  52. T3C: Test-Time Tensor Compression with Consistency Guarantees
  53. ARGUS: Adaptive Rotation-Invariant Geometric Unsupervised System
  54. Sobolev Approximation of Deep ReLU Networks in Log-Barron Space
  55. Diffusion Timbre Transfer Via Mutual Information Guided Inpainting
  56. S2M-Net: Spectral-Spatial Mixing for Medical Image Segmentation with Morphology-Aware Adaptive Loss
  57. AI-Powered Deepfake Detection Using CNN and Vision Transformer Architectures
  58. Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory
  59. Supracompetitive Pricing Under AI Monoculture
  60. An Energy-Efficient Smart Bus Transport Management System with Blind-Spot Collision Detection Ability
  61. Accelerated Full Waveform Inversion by Deep Compressed Learning
  62. From Policy to Logic for Efficient and Interpretable Coverage Assessment
  63. Seamlessly Natural: Image Stitching with Natural Appearance Preservation
  64. Entity-Aware and Secure Query Optimization in Database Using Named Entity Recognition
  65. Stochastic Control Methods for Optimization
  66. Racka: Efficient Hungarian LLM Adaptation on Academic Infrastructure
  67. RFAssigner: A Generic Label Assignment Strategy for Dense Object Detection
  68. Evidence Slopes and Effective Dimension in Singular Linear Models
  69. Benchmarking the Computational and Representational Efficiency of State Space Models against Transformers on Long-Context Dyadic Sessions
  70. The Dependency Divide: An Interpretable Machine Learning Framework for Profiling Student Digital Satisfaction in the Bangladesh Context
  71. HyDRA: Hybrid Denoising Regularization for Measurement-Only DEQ Training
  72. Stylometry Analysis of Human and Machine Text for Academic Integrity
  73. Adaptive Conformal Prediction via Bayesian Uncertainty Weighting for Hierarchical Healthcare Data
  74. UniSH: Unifying Scene and Human Reconstruction in a Feed-Forward Pass
  75. Correctness isnt Efficiency: Runtime Memory Divergence in LLM-Generated Code
  76. Promptable Foundation Models for SAR Remote Sensing: Adapting the Segment Anything Model for Snow Avalanche Segmentation
  77. Real-Time LiDAR Point Cloud Densification for Low-Latency Spatial Data Transmission
  78. Persistent Tri-State Message Passing
  79. MentalGame: Predicting Personality-Job Fitness for Software Developers Using Multi-Genre Games and Machine Learning Approaches
  80. RefSR-Adv: Adversarial Attack on Reference-based Image Super-Resolution Models
  81. Objective Quality Assessment of Point Clouds Using Multi-scale Implicit Structural Similarity
  82. Crowded Video Individual Counting Informed by Social Grouping and Spatial-Temporal Displacement Priors
  83. DST-Calib: A Dual-Path, Self-Supervised, Target-Free LiDAR-Camera Extrinsic Calibration Network
  84. GenCAMO: Scene-Graph Contextual Decoupling for Environment-aware and Mask-free Camouflage Image-Dense Annotation Generation
  85. CardioMOD-Net: A Modal Decomposition-Neural Network Framework for Diagnosis and Prognosis of HFpEF from Echocardiography Cine Loops
  86. Almost Clinical: Linguistic properties of synthetic electronic health records
  87. Cross-Layer Attentive Feature Upsampling for Low-latency Semantic Segmentation
  88. Bridging the Semantic Gap for Categorical Data Clustering via Large Language Models
  89. Gradient-Free Approaches is a Key to an Efficient Interaction with Markovian Stochasticity
  90. DHI: Leveraging Diverse Hallucination Induction for Enhanced Contrastive Factuality Control in Large Language Models
  91. SongSage: A Large Musical Language Model with Lyric Generative Pre-training
  92. Evo-TFS: Evolutionary Time-Frequency Domain-Based Synthetic Minority Oversampling Approach to Imbalanced Time Series Classification
  93. Conformal Blindness: A Note on A-Cryptic change-points
  94. Self-Training the Neurochaos Learning Algorithm
  95. KOS-TL (Knowledge Operation System Type Logic)
  96. AI-Powered Hybrid Intrusion Detection Framework for Cloud Security Using Novel Metaheuristic Optimization
  97. Generating Diverse TSP Tours via a Combination of Graph Pointer Network and Dispersion
  98. RovoDev Code Reviewer: A Large-Scale Online Evaluation of LLM-based Code Review Automation at Atlassian
  99. Wittgenstein's Family Resemblance Clustering Algorithm
  100. RoboPhD: Self-Improving Text-to-SQL Through Autonomous Agent Evolution
All 141
  1. Learning from Historical Activations in Graph Neural Networks
  2. Listen, Attend, Understand: a Regularization Technique for Stable E2E Speech Translation Training on High Variance labels
  3. Community-Based Early-Stage Chronic Kidney Disease Screening using Explainable Machine Learning for Low-Resource Settings
  4. EmoLoom-2B: Fast Base-Model Screening for Emotion Classification and VAD with Lexicon-Weak Supervision and KV-Off Evaluation
  5. Histogram Assisted Quality Aware Generative Model for Resolution Invariant NIR Image Colorization
  6. Evolving CNN Architectures: From Custom Designs to Deep Residual Models for Diverse Image Classification and Detection Tasks
  7. Neural Networks on Symmetric Spaces of Noncompact Type
  8. SoulSeek: Exploring the Use of Social Cues in LLM-based Information Seeking
  9. ks-lit-3m: A 3.1 million word kashmiri text dataset for large language model pretraining
  10. Harm in AI-Driven Societies: An Audit of Toxicity Adoption on Chirper.ai
  11. Central Dogma Transformer: Towards Mechanism-Oriented AI for Cellular Understanding
  12. 600k-ks-ocr: a large-scale synthetic dataset for optical character recognition in kashmiri script
  13. A UAV-Based Multispectral and RGB Dataset for Multi-Stage Paddy Crop Monitoring in Indian Agricultural Fields
  14. Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
  15. Scalable Data-Driven Reachability Analysis and Control via Koopman Operators with Conformal Coverage Guarantees
  16. Gendered Pathways in AI Companionship: Cross-Community Behavior and Toxicity Patterns on Reddit
  17. Revisiting Weighted Strategy for Non-stationary Parametric Bandits and MDPs
  18. Tiny Machine Learning for Real-Time Aquaculture Monitoring: A Case Study in Morocco
  19. Efficient Hyperspectral Image Reconstruction Using Lightweight Separate Spectral Transformers
  20. A UCB Bandit Algorithm for General ML-Based Estimators
  21. Unsupervised Text Style Transfer for Controllable Intensity
  22. Enhancing Histopathological Image Classification via Integrated HOG and Deep Features with Robust Noise Performance
  23. Fibonacci-Driven Recursive Ensembles: Algorithms, Convergence, and Learning Dynamics
  24. Byzantine-Robust Federated Learning Framework with Post-Quantum Secure Aggregation for Real-Time Threat Intelligence Sharing in Critical IoT Infrastructure
  25. KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs
  26. Evaluating transfer learning strategies for improving dairy cattle body weight prediction in small farms using depth-image and point-cloud data
  27. Generalizable Deepfake Detection Based on Forgery-aware Layer Masking and Multi-artifact Subspace Decomposition
  28. Multi-Dimensional Prompt Chaining to Improve Open-Domain Dialogue Generation
  29. Mono3DV: Monocular 3D Object Detection with 3D-Aware Bipartite Matching and Variational Query DeNoising
  30. Beyond Demand Estimation: Consumer Surplus Evaluation via Cumulative Propensity Weights
  31. A Platform for Interactive AI Character Experiences
  32. Enhanced Leukemic Cell Classification Using Attention-Based CNN and Data Augmentation
  33. Wireless Dataset Similarity: Measuring Distances in Supervised and Unsupervised Machine Learning
  34. Decoupling Amplitude and Phase Attention in Frequency Domain for RGB-Event based Visual Object Tracking
  35. Expanding the Chaos: Neural Operator for Stochastic (Partial) Differential Equations
  36. Improving Variational Autoencoder using Random Fourier Transformation: An Aviation Safety Anomaly Detection Case-Study
  37. HyperJoin: LLM-augmented Hypergraph Link Prediction for Joinable Table Discovery
  38. Geometric and Dynamic Scaling in Deep Transformers
  39. Disordered Dynamics in High Dimensions: Connections to Random Matrices and Machine Learning
  40. Data-Driven Assessment of Concrete Mixture Compositions on Chloride Transport via Standalone Machine Learning Algorithms
  41. An Explainable Agentic AI Framework for Uncertainty-Aware and Abstention-Enabled Acute Ischemic Stroke Imaging Decisions