mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 29 Apr 2024

248 papers

  1. Simplifying Multimodality: Unimodal Approach to Multimodal Challenges in Radiology with General-Domain Large Language ModelMultimodal LLMs / vision-language models → Medical vision-language models
  2. Q-GroundCAM: Quantifying Grounding in Vision Language Models via GradCAMMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  3. Accelerating Production LLMs with Combined Token/Embedding SpeculatorsEfficient LLM inference and serving → Speculative decoding
  4. Deep Reinforcement Learning for Advanced Longitudinal Control and Collision Avoidance in High-Risk Driving ScenariosEnd-to-end autonomous driving → Reinforcement learning for driving +1
  5. Reinforcement Learning Driven Cooperative Ball Balance in Rigidly Coupled DronesDeep reinforcement learning methods → RL for robot navigation and UAV control
  6. HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language ModelsLLM agents and tool use → Multimodal and embodied agents
  7. Plan of Thoughts: Heuristic-Guided Problem Solving with Large Language ModelsLLM reasoning → Test-time compute and efficient thinking
  8. A Framework for Real-time Safeguarding the Text Generation of Large Language ModelLLM safety and security → Safety alignment, refusal and guardrails
  9. Machine Unlearning for Document ClassificationLLM safety and security → Machine unlearning
  10. Markovian Transformers for Informative Language ModelingLLM reasoning → Prompting and chain-of-thought reasoning
  11. Can ChatGPT Make Explanatory Inferences? Benchmarks for Abductive ReasoningLLM reasoning → Reasoning benchmarks and evaluation
  12. Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMsLLM agents and tool use → Reinforcement learning for LLM agents
  13. Hallucination of Multimodal Large Language Models: A SurveyMultimodal LLMs / vision-language models → Hallucination mitigation in LVLMs
  14. Stylus: Automatic Adapter Selection for Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  15. DPO Meets PPO: Reinforced Token Optimization for RLHFLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  16. TheaterGen: Character Management with LLM for Consistent Multi-turn Image GenerationDiffusion models → Image generation, text-to-image and editing
  17. Kangaroo: Lossless Self-Speculative Decoding via Double Early ExitingEfficient LLM inference and serving → Speculative decoding
  18. Overcoming Knowledge Barriers: Online Imitation Learning from Visual Observation with Pretrained World ModelsWorld models → Embodied and robot world models +1
  19. RSCaMa: Remote Sensing Image Change Captioning with State Space ModelState-space sequence models (S4, Mamba) → Point clouds, detection and remote sensing
  20. Learning general Gaussian mixtures with efficient score matchingDiffusion models → Diffusion foundations and sampling
  21. IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel RelationKnowledge distillation → Detection and dense prediction distillation
  22. A Survey on Diffusion Models for Time Series and Spatio-Temporal DataDiffusion models → Flow matching, time series and science
  23. More RLHF, More Trust? On The Impact of Preference Alignment On TrustworthinessLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  24. Learning Mixtures of Gaussians Using Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  25. Visual Mamba: A Survey and New OutlooksState-space sequence models (S4, Mamba) → Vision Mamba backbones
  26. Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage StrategiesDeep reinforcement learning methods → RL for energy, networks and operations
  27. Towards Extreme Image Compression with Latent Feature Guidance and Diffusion PriorDiffusion models → Diffusion for compression and wireless
  28. Self-training superconducting neuromorphic circuits using reinforcement learning rulesDeep reinforcement learning methods → Spiking and neuromorphic RL
  29. Transitive Vision-Language Prompt Learning for Domain GeneralizationMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  30. Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language ModelsMultimodal LLMs / vision-language models → Document understanding and multimodal RAG
  31. Task and Domain Adaptive Reinforcement Learning for Robot ControlDeep reinforcement learning methods → RL for robot locomotion and manipulation
  32. Convergence Properties of Score-Based Models for Linear Inverse Problems Using Graduated OptimisationDiffusion models → Inverse problems and image restoration
  33. FlexiFilm: Long Video Generation with Flexible ConditionsDiffusion models → Video generation
  34. Double Backdoored: Converting Code Large Language Model Backdoors to Traditional Malware via Adversarial Instruction Tuning AttacksLLM safety and security → Backdoor and data poisoning attacks
  35. Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought ReasoningLLM reasoning → Reasoning benchmarks and evaluation
  36. Evaluating and Mitigating Linguistic Discrimination in Large Language ModelsLLM safety and security → Safety alignment, refusal and guardrails
  37. MileBench: Benchmarking MLLMs in Long ContextMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  38. M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation FrameworkMixture-of-experts → MoE for recommender systems
  39. MRIC: Model-Based Reinforcement-Imitation Learning with Mixture-of-Codebooks for Autonomous Driving SimulationEnd-to-end autonomous driving → Imitation-learning end-to-end planners +1
  40. Ethical Reasoning and Moral Value Alignment of LLMs Depend on the Language we Prompt them inLLM reasoning → Reasoning benchmarks and evaluation
  41. U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical ModelsDiffusion models → Diffusion foundations and sampling
  42. Mixture-of-Instructions: Aligning Large Language Models via Mixture PromptingLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  43. Spectral-Spatial Mamba for Hyperspectral Image ClassificationState-space sequence models (S4, Mamba) → Hyperspectral image analysis with Mamba
  44. Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal InterventionsLLM reasoning → Spatial and embodied reasoning
  45. What is Reproducibility in Artificial Intelligence and Machine Learning Research?
  46. An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction
  47. Policy Gradient-Driven Noise Mask
  48. DragPoser: Motion Reconstruction from Variable Sparse Tracking Signals via Latent Space Optimization
  49. A cost minimization approach to fix the vocabulary size in a tokenizer for an End-to-End ASR system
  50. HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation
  51. CLASSP: a Biologically-Inspired Approach to Continual Learning through Adjustment Suppression and Sparsity Promotion
  52. Protein Representation Learning by Capturing Protein Sequence-Structure-Function Relationship
  53. Learning bridge numbers of knots
  54. PoPE: Legendre Orthogonal Polynomials Based Position Encoding for Large Language Models
  55. Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G
  56. Text and Audio Simplification: Human vs. ChatGPT
  57. 101 Billion Arabic Words Dataset
  58. GPT-4 passes most of the 297 written Polish Board Certification Examinations
  59. Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL
  60. HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level Synthesis
  61. Joint Signal Detection and Automatic Modulation Classification via Deep Learning
  62. EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations
  63. LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report
  64. Bayesian-Guided Generation of Synthetic Microbiomes with Minimized Pathogenicity
  65. Landmark Alternating Diffusion
  66. What Drives Performance in Multilingual Language Models?
  67. Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks
  68. RTF: Region-based Table Filling Method for Relational Triple Extraction
  69. SAGS: Structure-Aware 3D Gaussian Splatting
  70. Enhancing Brazilian Sign Language Recognition through Skeleton Image Representation
  71. Automated Construction of Theme-specific Knowledge Graphs
  72. Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty
  73. Micro-Macro Spatial-Temporal Graph-based Encoder-Decoder for Map-Constrained Trajectory Recovery
  74. Evaluating Deep Clustering Algorithms on Non-Categorical 3D CAD Models
  75. Integrating Present and Past in Unsupervised Continual Learning
  76. SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval
  77. A model-free subdata selection method for classification
  78. Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks
  79. Effects of Added Emphasis and Pause in Audio Delivery of Health Information
  80. Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems
  81. Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology
  82. Hidden Synergy: L1 Weight Normalization and 1-Path-Norm Regularization
  83. EMOPortraits: Emotion-enhanced Multimodal One-shot Head Avatars
  84. The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset
  85. Real-Time Convolutional Neural Network-Based Star Detection and Centroiding Method for CubeSat Star Tracker
  86. Predicting Fairness of ML Software Configurations
  87. Catalyzing Social Interactions in Mixed Reality using ML Recommendation Systems
  88. In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery
  89. Large Language Models as Conversational Movie Recommenders: A User Study
  90. Longitudinal Mammogram Risk Prediction
  91. Who Followed the Blueprint? Analyzing the Responses of U.S. Federal Agencies to the Blueprint for an AI Bill of Rights
  92. Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction
  93. Learning Sparse High-Dimensional Matrix-Valued Graphical Models From Dependent Data
  94. Blind Spots and Biases: Exploring the Role of Annotator Cognitive Biases in NLP
  95. Revolutionizing Traffic Sign Recognition: Unveiling the Potential of Vision Transformers
  96. SuperCLUE-Fin: Graded Fine-Grained Analysis of Chinese LLMs on Diverse Financial Tasks and Applications
  97. Improving Interpretability of Deep Active Learning for Flood Inundation Mapping Through Class Ambiguity Indices Using Multi-spectral Satellite Imagery
  98. GSTalker: Real-time Audio-Driven Talking Face Generation via Deformable Gaussian Splatting
  99. Embedded Representation Learning Network for Animating Styled Video Portrait
  100. MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing
All 248
  1. Multi-Page Document Visual Question Answering using Self-Attention Scoring Mechanism
  2. Simple-RF: Regularizing Sparse Input Radiance Fields with Simpler Solutions
  3. How Did We Get Here? Summarizing Conversation Dynamics
  4. Unifying Simulation and Inference with Normalizing Flows
  5. Decoding Radiologists' Intentions: A Novel System for Accurate Region Identification in Chest X-ray Image Analysis
  6. Computational Job Market Analysis with Natural Language Processing
  7. Foundations of Multisensory Artificial Intelligence
  8. M3H: Multimodal Multitask Machine Learning for Healthcare
  9. Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checking
  10. RE-GrievanceAssist: Enhancing Customer Experience through ML-Powered Complaint Management
  11. An Aggregation-Free Federated Learning for Tackling Data Heterogeneity
  12. Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras
  13. Leak Proof CMap; a framework for training and evaluation of cell line agnostic L1000 similarity methods
  14. DGE: Direct Gaussian 3D Editing by Consistent Multi-view Editing
  15. Point Cloud Models Improve Visual Robustness in Robotic Learners
  16. Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing
  17. Holmes: A Benchmark to Assess the Linguistic Competence of Language Models
  18. Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty
  19. Detecting critical treatment effect bias in small subgroups
  20. Hide and Seek: How Does Watermarking Impact Face Recognition?
  21. Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking
  22. Spivavtor: An Instruction Tuned Ukrainian Text Editing Model
  23. A Multilevel Strategy to Improve People Tracking in a Real-World Scenario
  24. OpenStreetView-5M: The Many Roads to Global Visual Geolocation
  25. Truth-value judgment in language models: 'truth directions' are context sensitive
  26. Performance-Aligned LLMs for Generating Fast Code
  27. A Comprehensive Rubric for Annotating Pathological Speech
  28. MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection
  29. FeDeRA:Efficient Fine-tuning of Language Models in Federated Learning Leveraging Weight Decomposition
  30. VISION: Toward a Standardized Process for Radiology Image Management at the National Level
  31. Fast Quantum Process Tomography via Riemannian Gradient Descent
  32. It's Difficult to be Neutral -- Human and LLM-based Sentiment Annotation of Patient Comments
  33. ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization
  34. Harmonic Machine Learning Models are Robust
  35. Benchmarking Benchmark Leakage in Large Language Models
  36. Safe Reach Set Computation via Neural Barrier Certificates
  37. Unknown Script: Impact of Script on Cross-Lingual Transfer
  38. The Landscape of Unfolding with Machine Learning
  39. A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden
  40. Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
  41. Certification of Speaker Recognition Models to Additive Perturbations
  42. Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input
  43. Optimal time sampling in physics-informed neural networks
  44. A Universal Metric of Dataset Similarity for Cross-silo Federated Learning
  45. Saliency Suppressed, Semantics Surfaced: Visual Transformations in Neural Networks and the Brain
  46. Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks
  47. PECC: Problem Extraction and Coding Challenges
  48. From Density to Geometry: YOLOv8 Instance Segmentation for Reverse Engineering of Optimized Structures
  49. Flow AM: Generating Point Cloud Global Explanations by Latent Alignment
  50. Towards A Structured Overview of Use Cases for Natural Language Processing in the Legal Domain: A German Perspective
  51. Survey on Datasets for Perception in Unstructured Outdoor Environments
  52. Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment
  53. Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification
  54. Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle
  55. Tensor cumulants for statistical inference on invariant distributions
  56. Real Time Multi Organ Classification on Computed Tomography Images
  57. CVTN: Cross Variable and Temporal Integration for Time Series Forecasting
  58. The Constant in HATE: Analyzing Toxicity in Reddit across Topics and Languages
  59. Improving Automatic Text Recognition with Language Models in the PyLaia Open-Source Library
  60. The Spatial Semantics of Iconic Gesture
  61. The Socface Project: Large-Scale Collection, Processing, and Analysis of a Century of French Censuses
  62. Why You Should Not Trust Interpretations in Machine Learning: Adversarial Attacks on Partial Dependence Plots
  63. Dual-Modal Prompting for Sketch-Based Image Retrieval
  64. FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups
  65. Work Smarter...Not Harder: Efficient Minimization of Dependency Length in SOV Languages
  66. Open-Source Drift Detection Tools in Action: Insights from Two Use Cases
  67. Graph Convolutional Networks and Graph Attention Networks for Approximating Arguments Acceptability -- Technical Report
  68. Enhancing Uncertain Demand Prediction in Hospitals Using Simple and Advanced Machine Learning
  69. Bootstrap-GS: Self-Supervised Augmentation for High-Fidelity Gaussian Splatting
  70. Leveraging PointNet and PointNet++ for Lyft Point Cloud Classification Challenge
  71. Reading Order Independent Metrics for Information Extraction in Handwritten Documents
  72. Terrain characterisation for online adaptability of automated sonar processing: Lessons learnt from operationally applying ATR to sidescan sonar in MCM applications
  73. Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods
  74. Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection
  75. Uncertainty-boosted Robust Video Activity Anticipation
  76. Reinforcement Learning Problem Solving with Large Language Models
  77. Feature importance to explain multimodal prediction models. A clinical use case
  78. 4D-DRESS: A 4D Dataset of Real-world Human Clothing with Semantic Annotations
  79. Self-Avatar Animation in Virtual Reality: Impact of Motion Signals Artifacts on the Full-Body Pose Reconstruction
  80. Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?
  81. CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception
  82. The SAMER Arabic Text Simplification Corpus
  83. CSTalk: Correlation Supervised Speech-driven 3D Emotional Facial Animation Generation
  84. Self-supervised learning for classifying paranasal anomalies in the maxillary sinus
  85. Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation
  86. FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering
  87. Context Matters: Leveraging Spatiotemporal Metadata for Semi-Supervised Learning on Remote Sensing Images
  88. Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification
  89. Learning Governing Equations of Unobserved States in Dynamical Systems
  90. Analyzing Semantic Change through Lexical Replacements
  91. LangBiTe: A Platform for Testing Bias in Large Language Models
  92. Can GPT-4 do L2 analytic assessment?
  93. Machine Learning for Quantum Computing Specialists
  94. Evaluating the effectiveness of predicting covariates in LSTM Networks for Time Series Forecasting
  95. SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods
  96. IncidentResponseGPT: Generating Traffic Incident Response Plans with Generative Artificial Intelligence
  97. Time Machine GPT
  98. Machine Learning for Windows Malware Detection and Classification: Methods, Challenges and Ongoing Research
  99. Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods
  100. Symmetry group based domain decomposition to enhance physics-informed neural networks for solving partial differential equations
  101. Time Series Data Augmentation as an Imbalanced Learning Problem
  102. Evaluating Readability and Faithfulness of Concept-based Explanations
  103. A Framework to Model ML Engineering Processes
  104. Solving Partial Differential Equations with Equivariant Extreme Learning Machines
  105. Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network
  106. Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning
  107. Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD
  108. On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks
  109. From ChatGPT, DALL-E 3 to Sora: How has Generative AI Changed Digital Humanities Research and Services?
  110. A Systematic Evaluation of Adversarial Attacks against Speech Emotion Recognition Models
  111. Explainability of machine learning approaches in forensic linguistics: a case study in geolinguistic authorship profiling
  112. Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models
  113. Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta)
  114. Reduced-Rank Multi-objective Policy Learning and Optimization
  115. ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Performance Prediction
  116. HFT: Half Fine-Tuning for Large Language Models
  117. Clicks2Line: Using Lines for Interactive Image Segmentation
  118. Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild
  119. A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology
  120. 3D Gaussian Splatting with Deferred Reflection
  121. MFP: Making Full Use of Probability Maps for Interactive Image Segmentation
  122. AI and the Dynamic Supply of Training Data
  123. BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
  124. Potential Paradigm Shift in Hazard Risk Management: AI-Based Weather Forecast for Tropical Cyclone Hazards
  125. nu-DBA: Neural Implicit Dense Bundle Adjustment Enables Image-Only Driving Scene Reconstruction
  126. ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal
  127. Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images
  128. OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics
  129. Research on Intelligent Aided Diagnosis System of Medical Image Based on Computer Deep Learning
  130. Capabilities of Gemini Models in Medicine
  131. Learning a Sparse Neural Network using IHT
  132. 3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset
  133. SeePerSea: Multi-modal Perception Dataset of In-water Objects for Autonomous Surface Vehicles
  134. PKU-AIGIQA-4K: A Perceptual Quality Assessment Database for Both Text-to-Image and Image-to-Image AI-Generated Images
  135. Deep generative modelling of canonical ensemble with differentiable thermal properties
  136. LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
  137. Semantic Line Combination Detector
  138. UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal Prompts
  139. ViOCRVQA: Novel Benchmark Dataset and Vision Reader for Visual Question Answering by Understanding Vietnamese Text in Images
  140. Reconstructing Satellites in 3D from Amateur Telescope Images
  141. Equivalence: An analysis of artists' roles with Image Generative AI from Conceptual Art perspective through an interactive installation design practice
  142. Object Registration in Neural Fields
  143. QANA: LLM-based Question Generation and Network Analysis for Zero-shot Key Point Analysis and Beyond
  144. Physics-informed Convolutional Neural Network for Microgrid Economic Dispatch
  145. FoundaBench: Evaluating Chinese Fundamental Knowledge Capabilities of Large Language Models
  146. How secure is AI-generated Code: A Large-Scale Comparison of Large Language Models
  147. Post-hoc and manifold explanations analysis of facial expression data based on deep learning
  148. G-Refine: A General Quality Refiner for Text-to-Image Generation