mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 6 Sep 2024

208 papers

  1. Efficient Training of Large Vision Models via Advanced Automated Progressive LearningDiffusion models → Diffusion foundations and sampling
  2. WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with DiffusionDiffusion models → Audio, speech and music
  3. WebQuest: A Benchmark for Multimodal QA on Web Page SequencesMultimodal LLMs / vision-language models → Document understanding and multimodal RAG +1
  4. You can remove GPT2's LayerNorm by fine-tuningMechanistic interpretability → Knowledge and representations inside LLMs
  5. Column Vocabulary Association (CVA): semantic interpretation of dataless tablesRetrieval-augmented generation → Knowledge-graph and structured-knowledge RAG
  6. Towards Safe Multilingual Frontier AILLM safety and security → Jailbreaking
  7. Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT SupportRetrieval-augmented generation → RAG pipeline design and evaluation
  8. Faster Q-Learning Algorithms for Restless BanditsDeep reinforcement learning methods → RL theory and sample complexity
  9. Programming Refusal with Conditional Activation SteeringMechanistic interpretability → Steering and probing for LLM safety
  10. Stacked Universal Successor Feature Approximators for Safety in Reinforcement LearningDeep reinforcement learning methods → Safe and constrained RL
  11. Sparse Rewards Can Self-Train Dialogue AgentsLLM agents and tool use → General LLM agent frameworks and benchmarks +2
  12. Convergence of Decentralized Actor-Critic Algorithm in General-sum Markov GamesDeep reinforcement learning methods → RL for games and combinatorial optimization
  13. Whittle Index Learning Algorithms for Restless Bandits with Constant StepsizesDeep reinforcement learning methods → RL theory and sample complexity
  14. Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic AssistanceSynthetic data and self-improvement for LLMs → Self-evolving search agents
  15. ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow MatchingDiffusion models → Diffusion and flow policies for robotics
  16. Joint Diffusion for Universal Hand-Object Grasp GenerationDiffusion models → Diffusion and flow policies for robotics
  17. VILA-U: a Unified Foundation Model Integrating Visual Understanding and GenerationDiffusion models → Image generation, text-to-image and editing
  18. Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit priorDiffusion models → Inverse problems and image restoration
  19. Gaussian-Mixture-Model Q-Functions for Reinforcement Learning by Riemannian OptimizationDeep reinforcement learning methods → RL theory and sample complexity
  20. Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space ModelState-space sequence models (S4, Mamba) → Mamba for medical image analysis
  21. Refined Bounds on Near Optimality Finite Window Policies in POMDPs and Their Reinforcement LearningDeep reinforcement learning methods → RL theory and sample complexity
  22. AGR: Age Group fairness Reward for Bias Mitigation in LLMsLLM alignment / RLHF / preference optimisation → Human values and AI feedback alignment
  23. How Fair is Your Diffusion Recommender Model?Diffusion models → Diffusion recommenders
  24. Using Large Language Models to Generate Authentic Multi-agent Knowledge Work DatasetsLLM agents and tool use → Web, search, and research agents
  25. MpoxMamba: A Grouped Mamba-based Lightweight Hybrid Network for Mpox DetectionState-space sequence models (S4, Mamba) → Mamba for medical image analysis
  26. Diagram Formalization Enhanced Multi-Modal Geometry Problem SolverLLM reasoning → Spatial and embodied reasoning
  27. Residual Stream Analysis with Multi-Layer SAEsMechanistic interpretability → SAE features and their applications
  28. GALLa: Graph Aligned Large Language Models for Improved Source Code UnderstandingLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  29. From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning TasksLLM reasoning → Reasoning benchmarks and evaluation
  30. Context is the Key: Backdoor Attacks for In-Context Learning with Vision TransformersLLM safety and security → Backdoor and data poisoning attacks
  31. Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP ResearchersLLM agents and tool use → Web, search, and research agents
  32. D4: Text-guided diffusion model-based domain adaptive data augmentation for vineyard shoot detectionDiffusion models → Inverse problems and image restoration
  33. Self-Harmonized Chain of ThoughtLLM reasoning → Prompting and chain-of-thought reasoning
  34. Qihoo-T2X: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Any-TaskDiffusion models → Video generation
  35. DreamForge: Motion-Aware Autoregressive Video Generation for Multi-View Driving ScenesDiffusion models → Diffusion and flow policies for robotics +1
  36. Automating Robot Failure Recovery Using Vision-Language Models With Optimized PromptsLLM reasoning → Spatial and embodied reasoning +1
  37. Generating Faithful and Salient Text from Multimodal DataMultimodal LLMs / vision-language models → Hallucination mitigation in LVLMs
  38. Beyond Following: Mixing Active Initiative into Computational Creativity
  39. Texture Discrimination via Hilbert Curve Path Based Information Quantifiers
  40. Evaluating the Impact of a Specialized LLM on Physician Experience in Clinical Decision Support: A Comparison of Ask Avo and ChatGPT-4
  41. Cognitive phantoms in LLMs through the lens of latent variables
  42. Introducing ELLIPS: An Ethics-Centered Approach to Research on LLM-Based Inference of Psychiatric Conditions
  43. AI and Machine Learning Approaches for Predicting Nanoparticles Toxicity The Critical Role of Physiochemical Properties
  44. Medical Concept Normalization in a Low-Resource Setting
  45. Decolonising Data Systems: Using Jyutping or Pinyin as tonal representations of Chinese names for data linkage
  46. Temporal Many-valued Conditional Logics: a Preliminary Report
  47. SLiCK: Exploiting Subsequences for Length-Constrained Keyword Spotting
  48. Contrastive Learning-based User Identification with Limited Data on Smart Textiles
  49. STAA: Spatio-Temporal Alignment Attention for Short-Term Precipitation Forecasting
  50. Towards Narrowing the Generalization Gap in Deep Boolean Networks
  51. OPAL: Outlier-Preserved Microscaling Quantization Accelerator for Generative Large Language Models
  52. Generalization vs. Memorization in the Presence of Statistical Biases in Transformers
  53. Solving Stochastic Orienteering Problems with Chance Constraints Using a GNN Powered Monte Carlo Tree Search
  54. Privacy-Preserving Race/Ethnicity Estimation for Algorithmic Bias Measurement in the U.S
  55. Enhancing Quantum Security over Federated Learning via Post-Quantum Cryptography
  56. Notes on Sampled Gaussian Mechanism
  57. Structure-Invariant Range-Visual-Inertial Odometry
  58. Zero-Shot Whole Slide Image Retrieval in Histopathology Using Embeddings of Foundation Models
  59. A Short Survey on Set-Based Aggregation Techniques for Single-Vector WSI Representation in Digital Pathology
  60. Detection of False Data Injection Attacks (FDIA) on Power Dynamical Systems With a State Prediction Method
  61. Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment
  62. Training quantum machine learning models on cloud without uploading the data
  63. Multi-scale Feature Fusion with Point Pyramid for 3D Object Detection
  64. The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review
  65. BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training
  66. A Novel Dataset for Video-Based Neurodivergent Classification Leveraging Extra-Stimulatory Behavior
  67. Detecting Buggy Contracts via Smart Testing
  68. NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections via Neural Implicit Representation
  69. CubicML: Automated ML for Large ML Systems Co-design with ML Prediction of Performance
  70. Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning
  71. Neurosymbolic Methods for Dynamic Knowledge Graphs
  72. Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRI
  73. Dual-Level Cross-Modal Contrastive Clustering
  74. Thinking Outside the BBox: Unconstrained Generative Object Compositing
  75. DeepTTV: Deep Learning Prediction of Hidden Exoplanet From Transit Timing Variations
  76. How Does Code Pretraining Affect Language Model Task Performance?
  77. Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF
  78. Operator Learning with Gaussian Processes
  79. The role of data embedding in quantum autoencoders for improved anomaly detection
  80. Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages
  81. 3D Data Long-Term Preservation in Cultural Heritage
  82. Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm
  83. Learning to Solve Combinatorial Optimization under Positive Linear Constraints via Non-Autoregressive Neural Networks
  84. Diff-INR: Generative Regularization for Electrical Impedance Tomography
  85. Protein sequence classification using natural language processing techniques
  86. SCARF: Scalable Continual Learning Framework for Memory-efficient Multiple Neural Radiance Fields
  87. Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials
  88. Absolute Ranking: An Essential Normalization for Benchmarking Optimization Algorithms
  89. Synergy and Synchrony in Couple Dances
  90. Accelerating Training with Neuron Interaction and Nowcasting Networks
  91. A Survey on Knowledge Organization Systems of Research Fields: Resources and Challenges
  92. Theory, Analysis, and Best Practices for Sigmoid Self-Attention
  93. Hybrid Spiking Neural Networks for Low-Power Intra-Cortical Brain-Machine Interfaces
  94. Exploring Foundation Models for Synthetic Medical Imaging: A Study on Chest X-Rays and Fine-Tuning Techniques
  95. RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs
  96. Improved Parallel Algorithm for Non-Monotone Submodular Maximization under Knapsack Constraint
  97. Approximating Metric Magnitude of Point Sets
  98. Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation
  99. Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation
  100. Exploiting Missing Data Remediation Strategies using Adversarial Missingness Attacks
All 208
  1. Quantum Kernel Methods under Scrutiny: A Benchmarking Study
  2. HiSC4D: Human-centered interaction and 4D Scene Capture in Large-scale Space Using Wearable IMUs and LiDAR
  3. Future Does Matter: Boosting 3D Object Detection with Temporal Motion Estimation in Point Cloud Sequences
  4. Question-Answering Dense Video Events
  5. Enhancing Skin Lesion Diagnosis with Ensemble Learning
  6. Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges
  7. The Impact of Scanner Domain Shift on Deep Learning Performance in Medical Imaging: an Experimental Study
  8. Algorithm Configuration for Structured Pfaffian Settings
  9. Leveraging Machine Learning for Official Statistics: A Statistical Manifesto
  10. RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement
  11. Connectivity-Inspired Network for Context-Aware Recognition
  12. A naive aggregation algorithm for improving generalization in a class of learning problems
  13. Computer-Generated Sand Mixtures and Sand-based Images
  14. Towards Fine-Grained Webpage Fingerprinting at Scale
  15. A high-accuracy multi-model mixing retrosynthetic method
  16. Amortized Bayesian Workflow
  17. How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests
  18. Active learning for regression in engineering populations: A risk-informed approach
  19. Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers
  20. Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models
  21. Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression Labels
  22. Advancing SEM Based Nano-Scale Defect Analysis in Semiconductor Manufacturing for Advanced IC Nodes
  23. Safe and Efficient Path Planning under Uncertainty via Deep Collision Probability Fields
  24. A Unified Approach to Inferring Chemical Compounds with the Desired Aqueous Solubility
  25. Equivariant Machine Learning Decoder for 3D Toric Codes
  26. RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning
  27. CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis
  28. AttentionX: Exploiting Consensus Discrepancy In Attention from A Distributed Optimization Perspective
  29. Cycle Pixel Difference Network for Crisp Edge Detection
  30. Open Language Data Initiative: Advancing Low-Resource Machine Translation for Karakalpak
  31. An overview of domain-specific foundation model: key technologies, applications and challenges
  32. Hermes: Memory-Efficient Pipeline Inference for Large Models on Edge Devices
  33. WarpAdam: A new Adam optimizer based on Meta-Learning approach
  34. Hybrid Cost Volume for Memory-Efficient Optical Flow
  35. Unmasking Covert Intrusions: Detection of Fault-Masking Cyberattacks on Differential Protection Systems
  36. Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy
  37. UniDet3D: Multi-dataset Indoor 3D Object Detection
  38. SPACE: A Python-based Simulator for Evaluating Decentralized Multi-Robot Task Allocation Algorithms
  39. Advancing Multi-Organ Disease Care: A Hierarchical Multi-Agent Reinforcement Learning Framework
  40. Learning to Learn Transferable Generative Attack for Person Re-Identification
  41. Fast Forwarding Low-Rank Training
  42. Introducing Gating and Context into Temporal Action Detection
  43. GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers
  44. Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models
  45. Reassessing the Validity of Spurious Correlations Benchmarks
  46. LITE: A Paradigm Shift in Multi-Object Tracking with Efficient ReID Feature Integration
  47. Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering
  48. The Prevalence of Neural Collapse in Neural Multivariate Regression
  49. Reprojection Errors as Prompts for Efficient Scene Coordinate Regression
  50. CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studies
  51. Towards Measuring Sell Side Outcomes in Buy Side Marketplace Experiments using In-Experiment Bipartite Graph
  52. Can OpenSource beat ChatGPT? -- A Comparative Study of Large Language Models for Text-to-Code Generation
  53. CUQ-GNN: Committee-based Graph Uncertainty Quantification using Posterior Networks
  54. A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction
  55. An efficient hp-Variational PINNs framework for incompressible Navier-Stokes equations
  56. Half-VAE: An Encoder-Free VAE to Bypass Explicit Inverse Mapping
  57. Optical Coherence Tomography Angiography-OCTA dataset for the study of Diabetic Retinopathy
  58. Secure Traffic Sign Recognition: An Attention-Enabled Universal Image Inpainting Mechanism against Light Patch Attacks
  59. Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering
  60. Confidence-Aware Document OCR Error Detection
  61. Segmentation and Smoothing Affect Explanation Quality More Than the Choice of Perturbation-based XAI Method for Image Explanations
  62. Multi-Programming Language Ensemble for Code Generation in Large Language Model
  63. Active-Passive Federated Learning for Vertically Partitioned Multi-view Data
  64. MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification
  65. The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models
  66. Intelligent tutoring systems by Bayesian nets with noisy gates
  67. Ultra-imbalanced classification guided by statistical information
  68. UNIT: Unifying Image and Text Recognition in One Vision Encoder
  69. Introducing a Class-Aware Metric for Monocular Depth Estimation: An Automotive Perspective
  70. Structure and dynamics of growing networks of Reddit threads
  71. SDformerFlow: Spatiotemporal swin spikeformer for event-based optical flow estimation
  72. UI-JEPA: Towards Active Perception of User Intent through Onscreen User Activity
  73. AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model
  74. Multi-Scale Graph Theoretical Analysis of Resting-State fMRI for Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Healthy Controls
  75. Online Residual Learning from Offline Experts for Pedestrian Tracking
  76. Site-Specific Color Features of Green Coffee Beans
  77. Preconditioned FEM-based Neural Networks for Solving Incompressible Fluid Flows and Related Inverse Problems
  78. An Argumentative Approach for Explaining Preemption in Soft-Constraint Based Norms
  79. Refining Wikidata Taxonomy using Large Language Models
  80. COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes
  81. EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution
  82. Towards Safer Online Spaces: Simulating and Assessing Intervention Strategies for Eating Disorder Discussions
  83. On Evaluation of Vision Datasets and Models using Human Competency Frameworks
  84. A First Look At Efficient And Secure On-Device LLM Inference Against KV Leakage
  85. PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation
  86. MultiCounter: Multiple Action Agnostic Repetition Counting in Untrimmed Videos
  87. Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics
  88. BFA-YOLO: A balanced multiscale object detection network for building faccade attachments detection
  89. Heterogeneity-Aware Cooperative Federated Edge Learning with Adaptive Computation and Communication Compression
  90. Towards Energy-Efficiency by Navigating the Trilemma of Energy, Latency, and Accuracy
  91. 3D-LMVIC: Learning-based Multi-View Image Coding with 3D Gaussian Geometric Priors
  92. Hybrid Mask Generation for Infrared Small Target Detection with Single-Point Supervision
  93. Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features
  94. Searching for Effective Preprocessing Method and CNN-based Architecture with Efficient Channel Attention on Speech Emotion Recognition
  95. One-Shot Diffusion Mimicker for Handwritten Text Generation
  96. A semi-supervised learning using over-parameterized regression
  97. Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance
  98. Confidential Computing on NVIDIA Hopper GPUs: A Performance Benchmark Study
  99. An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis
  100. Boundary feature fusion network for tooth image segmentation
  101. Entry-Specific Matrix Estimation under Arbitrary Sampling Patterns through the Lens of Network Flows
  102. Bi-modality medical images synthesis by a bi-directional discrete process matching method
  103. Average Causal Effect Estimation in DAGs with Hidden Variables: Beyond Back-Door and Front-Door Criteria
  104. Algorithmic Collusion Without Threats
  105. Epistemic Uncertainty and Observation Noise with the Neural Tangent Kernel
  106. The Veracity Problem: Detecting False Information and its Propagation on Online Social Media Networks
  107. FODA-PG for Enhanced Medical Imaging Narrative Generation: Adaptive Differentiation of Normal and Abnormal Attributes
  108. On The Role of Prompt Construction In Enhancing Efficacy and Efficiency of LLM-Based Tabular Data Generation