mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 26 Aug 2024

235 papers

  1. Evaluating ChatGPT on Nuclear Domain-Specific DataRetrieval-augmented generation → RAG robustness and adaptive retrieval
  2. Watermarking Techniques for Large Language Models: A SurveyLLM safety and security → Watermarking generated content and models
  3. Training-Free Activation Sparsity in Large Language ModelsEfficient LLM inference and serving → Early exit and edge inference
  4. Model-Based Reinforcement Learning for Control of Strongly-Disturbed Unsteady Aerodynamic FlowsDeep reinforcement learning methods → RL with diffusion and flow models
  5. Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation for Online Ranking SystemsKnowledge distillation → Distillation for recommender systems
  6. Meta Flow Matching: Integrating Vector Fields on the Wasserstein ManifoldDiffusion models → Flow matching, time series and science
  7. MMR: Evaluating Reading Ability of Large Multimodal ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  8. DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot LearningDiffusion models → Image generation, text-to-image and editing
  9. Retrieval Augmented Generation for Dynamic Graph ModelingRetrieval-augmented generation → Knowledge-graph and structured-knowledge RAG
  10. A Survey on Reinforcement Learning Applications in SLAMDeep reinforcement learning methods → RL for robot navigation and UAV control
  11. Advancing Humanoid Locomotion: Mastering Challenging Terrains with Denoising World Model LearningWorld models → Humanoid and legged locomotion world models +1
  12. Temporal Ensemble LogicLLM reasoning → Knowledge- and tool-augmented reasoning
  13. Social Perception of Faces in a Vision-Language ModelMultimodal LLMs / vision-language models → Social bias and fairness in VLMs
  14. CHARTOM: A Visual Theory-of-Mind Benchmark for LLMs on Misleading ChartsMultimodal LLMs / vision-language models → Chart understanding and anomaly detection
  15. LoG-VMamba: Local-Global Vision Mamba for Medical Image SegmentationState-space sequence models (S4, Mamba) → Mamba for medical image analysis
  16. CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper InfluenceLLM safety and security → Membership inference attacks
  17. GR-MG: Leveraging Partially Annotated Data via Multi-Modal Goal-Conditioned PolicyDeep reinforcement learning methods → RL for robot locomotion and manipulation
  18. Foundation Models for Music: A SurveyDiffusion models → Audio, speech and music
  19. Equivariant Reinforcement Learning under Partial ObservabilityDeep reinforcement learning methods → RL for robot locomotion and manipulation
  20. MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image ClassificationState-space sequence models (S4, Mamba) → Point clouds, detection and remote sensing
  21. TC-PDM: Temporally Consistent Patch Diffusion Models for Infrared-to-Visible Video TranslationDiffusion models → Image generation, text-to-image and editing
  22. MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative RefinementDiffusion models → 3D, point cloud and scene generation
  23. Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous DrivingWorld models → World models for autonomous driving +1
  24. Robot Navigation with Entity-Based Collision Avoidance using Deep Reinforcement LearningDeep reinforcement learning methods → RL for robot navigation and UAV control
  25. SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its TeacherDiffusion models → Diffusion foundations and sampling
  26. TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing LinesKnowledge distillation → Distillation for medical imaging
  27. Foodfusion: A Novel Approach for Food Image Composition via Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  28. ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image SegmentationState-space sequence models (S4, Mamba) → Mamba for medical image analysis
  29. ReLExS: Reinforcement Learning Explanations for Stackelberg No-Regret LearnersDeep reinforcement learning methods → RL for games and combinatorial optimization
  30. Bridging the gap between Learning-to-plan, Motion Primitives and Safe Reinforcement LearningDeep reinforcement learning methods → Safe and constrained RL
  31. Let Video Teaches You More: Video-to-Image Knowledge Distillation using DEtection TRansformer for Medical Video Lesion DetectionKnowledge distillation → Distillation for medical imaging
  32. Re-Mix: Optimizing Data Mixtures for Large Scale Imitation LearningOffline RL and imitation learning from data → Robot manipulation imitation learning
  33. MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models AgentsLLM agents and tool use → Web, search, and research agents
  34. SurGen: Text-Guided Diffusion Model for Surgical Video GenerationDiffusion models → Medical imaging and segmentation
  35. Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long VideosMultimodal LLMs / vision-language models → Video understanding with MLLMs
  36. Pixel-Aligned Multi-View Generation with Depth Guided DecoderDiffusion models → 3D, point cloud and scene generation
  37. Optimizing TD3 for 7-DOF Robotic Arm Grasping: Overcoming Suboptimality with Exploration-Enhanced Contrastive LearningDeep reinforcement learning methods → RL for robot locomotion and manipulation
  38. LMM-VQA: Advancing Video Quality Assessment with Large Multimodal ModelsMultimodal LLMs / vision-language models → Image editing and quality assessment
  39. Decentralized Federated Learning with Model Caching on Mobile AgentsLLM agents and tool use → Agentic AI for wireless networks
  40. Quantitative Representation of Scenario Difficulty for Autonomous Driving Based on Adversarial Policy SearchEnd-to-end autonomous driving → Adversarial scenarios and safety testing
  41. AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location PredictionLLM agents and tool use → Multimodal and embodied agents
  42. Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language ModelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  43. AI Thinking: A framework for rethinking artificial intelligence in practice
  44. LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU
  45. DefectTwin: When LLM Meets Digital Twin for Railway Defect Inspection
  46. MLP, XGBoost, KAN, TDNN, and LSTM-GRU Hybrid RNN with Attention for SPX and NDX European Call Option Pricing
  47. Elementary School Students' and Teachers' Perceptions Towards Creative Mathematical Writing with Generative AI
  48. Automated Quantification of White Blood Cells in Light Microscopic Images of Injured Skeletal Muscle
  49. Students' Perceived Roles, Opportunities, and Challenges of a Generative AI-powered Teachable Agent: A Case of Middle School Math Class
  50. Evolutionary Game Dynamics Applied to Strategic Adoption of Immersive Technologies in Cultural Heritage and Tourism
  51. Dual Adversarial Perturbators Generate rich Views for Recommendation
  52. Unsupervised Representation Learning of Complex Time Series for Maneuverability State Identification in Smart Mobility
  53. Detailed delineation of the fetal brain in diffusion MRI via multi-task learning
  54. Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO
  55. FCDM: A Physics-Guided Bidirectional Frequency Aware Convolution and Diffusion-Based Model for Sinogram Inpainting
  56. Efficient nonlinear flame response modeling for propulsion thermoacoustic analysis using limited numerical data
  57. Integrating the Expected Future in Load Forecasts with Contextually Enhanced Transformer Models
  58. Process Trace Querying using Knowledge Graphs and Notation3
  59. Examining Independence in Ensemble Sentiment Analysis: A Study on the Limits of Large Language Models Using the Condorcet Jury Theorem
  60. Towards Sustainable Personalized On-Device Human Activity Recognition with TinyML and Cloud-Enabled Auto Deployment
  61. Large Language Model for Patent Concept Generation
  62. Classification of Safety Events at Nuclear Sites using Large Language Models
  63. On-Device Language Models: A Comprehensive Review
  64. A Lightweight Human Pose Estimation Approach for Edge Computing-Enabled Metaverse with Compressive Sensing
  65. Towards Battery-Free Wireless Sensing via Radio-Frequency Energy Harvesting
  66. Multi-Class Plant Leaf Disease Detection: A CNN-based Approach with Mobile App Integration
  67. MONAS: Efficient Zero-Shot Neural Architecture Search for MCUs
  68. Artificial Intelligence in Landscape Architecture: A Survey
  69. Smart Multi-Modal Search: Contextual Sparse and Dense Embedding Integration in Adobe Express
  70. A Synthetic Benchmark to Explore Limitations of Localized Drift Detections
  71. Detecting Interpretable Subgroup Drifts
  72. Enhancing Neural Network Interpretability Through Conductance-Based Information Plane Analysis
  73. On-Chip Learning with Memristor-Based Neural Networks: Assessing Accuracy and Efficiency Under Device Variations, Conductance Errors, and Input Noise
  74. Can Optimization Trajectories Explain Multi-Task Transfer?
  75. gWaveNet: Classification of Gravity Waves from Noisy Satellite Data using Custom Kernel Integrated Deep Learning Method
  76. Optimizing against Infeasible Inclusions from Data for Semantic Segmentation through Morphology
  77. Comparative Analysis: Violence Recognition from Videos using Transfer Learning
  78. KGPrune: a Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruning
  79. Bidirectional Emergent Language in Situated Environments
  80. Visions of Destruction: Exploring a Potential of Generative AI in Interactive Art
  81. Effect of Adaptation Rate and Cost Display in a Human-AI Interaction Game
  82. Relationships are Complicated! An Analysis of Relationships Between Datasets on the Web
  83. Hybrid Deep Convolutional Neural Networks Combined with Autoencoders And Augmented Data To Predict The Look-Up Table 2006
  84. MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation Functions
  85. What Makes a Good Story and How Can We Measure It? A Comprehensive Survey of Story Evaluation
  86. General targeted machine learning for modern causal mediation analysis
  87. BreakNet: Discontinuity-Resilient Multi-Scale Transformer Segmentation of Retinal Layers
  88. Biased Dueling Bandits with Stochastic Delayed Feedback
  89. 3D Point Cloud Network Pruning: When Some Weights Do not Matter
  90. PVAFN: Point-Voxel Attention Fusion Network with Multi-Pooling Enhancing for 3D Object Detection
  91. On Centralized Critics in Multi-Agent Reinforcement Learning
  92. Surprisingly Fragile: Assessing and Addressing Prompt Instability in Multimodal Foundation Models
  93. How to build trust in answers given by Generative AI for specific, and vague, financial questions
  94. Efficient fine-tuning of 37-level GraphCast with the Canadian global deterministic analysis
  95. Global-Local Distillation Network-Based Audio-Visual Speaker Tracking with Incomplete Modalities
  96. EVINCE: Optimizing Multi-LLM Dialogues Using Conditional Statistics and Information Theory
  97. CURLoRA: Stable LLM Continual Fine-Tuning and Catastrophic Forgetting Mitigation
  98. Improving Clinical Note Generation from Complex Doctor-Patient Conversation
  99. A Survey of Camouflaged Object Detection and Beyond
  100. Exploring the Potential of Synthetic Data to Replace Real Data
All 235
  1. Aiding Humans in Financial Fraud Decision Making: Toward an XAI-Visualization Framework
  2. Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization
  3. Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things
  4. Multi-Agent Path Finding with Real Robot Dynamics and Interdependent Tasks for Automated Warehouses
  5. Estimating Uncertainty with Implicit Quantile Network
  6. Towards Graph Prompt Learning: A Survey and Beyond
  7. A Multilateral Attention-enhanced Deep Neural Network for Disease Outbreak Forecasting: A Case Study on COVID-19
  8. A Practitioner's Guide to Continual Multimodal Pretraining
  9. Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models
  10. Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos
  11. K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences
  12. Explicit Inductive Inference using Large Language Models
  13. A domain decomposition-based autoregressive deep learning model for unsteady and nonlinear partial differential equations
  14. Dense Center-Direction Regression for Object Counting and Localization with Point Supervision
  15. Center Direction Network for Grasping Point Localization on Cloths
  16. Reconstructing physiological signals from fMRI across the adult lifespan
  17. Symmetry & Critical Points
  18. Model Parallel Training and Transfer Learning for Convolutional Neural Networks by Domain Decomposition
  19. Attend-Fusion: Efficient Audio-Visual Fusion for Video Classification
  20. Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study
  21. Sparsity-Aware Hardware-Software Co-Design of Spiking Neural Networks: An Overview
  22. Employing Artificial Intelligence to Steer Exascale Workflows with Colmena
  23. Contextual Bandit with Herding Effects: Algorithms and Recommendation Applications
  24. Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion
  25. Evaluating saliency scores in point clouds of natural environments by learning surface anomalies
  26. MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
  27. Hyperdimensional Computing Empowered Federated Foundation Model over Wireless Networks for Metaverse
  28. Spectrally Informed Learning of Fluid Flows
  29. Application of Neural Ordinary Differential Equations for ITER Burning Plasma Dynamics
  30. Quasi-Bayesian sequential deconvolution
  31. Satellite Sunroof: High-res Digital Surface Models and Roof Segmentation for Global Solar Mapping
  32. On the Limitations of Language Targeted Pruning: Investigating the Calibration Language Impact in Multilingual LLM Pruning
  33. Uncovering Knowledge Gaps in Radiology Report Generation Models through Knowledge Graphs
  34. Reprogramming Foundational Large Language Models(LLMs) for Enterprise Adoption for Spatio-Temporal Forecasting Applications: Unveiling a New Era in Copilot-Guided Cross-Modal Time Series Representation Learning
  35. Learning Tree-Structured Composition of Data Augmentation
  36. Probing Causality Manipulation of Large Language Models
  37. SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
  38. Exploiting Conjugate Label Information for Multi-Instance Partial-Label Learning
  39. An Embedding is Worth a Thousand Noisy Labels
  40. SWE-bench-java: A GitHub Issue Resolving Benchmark for Java
  41. LogProber: Disentangling confidence from contamination in LLM responses
  42. Deep learning-based ecological analysis of camera trap images is impacted by training data quality and quantity
  43. A Brief Analysis of the Iterative Next Boundary Detection Network for Tree Rings Delineation in Images of Pinus taeda
  44. ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
  45. Machine Learning for Quantifier Selection in cvc5
  46. One-layer transformers fail to solve the induction heads task
  47. Automated Machine Learning in Insurance
  48. Towards Adaptive Human-centric Video Anomaly Detection: A Comprehensive Framework and A New Benchmark
  49. Streamline tractography of the fetal brain in utero with machine learning
  50. Function-Space MCMC for Bayesian Wide Neural Networks
  51. Rethinking Knowledge Transfer in Learning Using Privileged Information
  52. Claim Verification in the Age of Large Language Models: A Survey
  53. Logic interpretations of ANN partition cells
  54. LLM-3D Print: Large Language Models To Monitor and Control 3D Printing
  55. Resource Efficient Asynchronous Federated Learning for Digital Twin Empowered IoT Network
  56. May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labels
  57. Predictability and Causality in Spanish and English Natural Language Generation
  58. Uncertainties of Latent Representations in Computer Vision
  59. Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes
  60. Epidemic Information Extraction for Event-Based Surveillance using Large Language Models
  61. Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data
  62. 1-Bit FQT: Pushing the Limit of Fully Quantized Training to 1-bit
  63. HyperSBINN: A Hypernetwork-Enhanced Systems Biology-Informed Neural Network for Efficient Drug Cardiosafety Assessment
  64. Self-supervised Speech Representations Still Struggle with African American Vernacular English
  65. Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks
  66. Text3DAug -- Prompted Instance Augmentation for LiDAR Perception
  67. An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated Text
  68. Beyond Few-shot Object Detection: A Detailed Survey
  69. Cascaded Temporal Updating Network for Efficient Video Super-Resolution
  70. Celtibero: Robust Layered Aggregation for Federated Learning
  71. DSTI at LLMs4OL 2024 Task A: Intrinsic versus extrinsic knowledge for type classification
  72. FSDEM: Feature Selection Dynamic Evaluation Metric
  73. Holistic Uncertainty Estimation For Open-Set Recognition
  74. Provable Imbalanced Point Clustering
  75. Fact Probability Vector Based Goal Recognition
  76. Lemon and Orange Disease Classification using CNN-Extracted Features and Machine Learning Classifier
  77. Representative Arm Identification: A fixed confidence approach to identify cluster representatives
  78. Feature Aligning Few shot Learning Method Using Local Descriptors Weighted Rules
  79. EMDFNet: Efficient Multi-scale and Diverse Feature Network for Traffic Sign Detection
  80. Ensemble Predicate Decoding for Unbiased Scene Graph Generation
  81. Affine steerers for structured keypoint description
  82. DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models
  83. I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
  84. NimbleD: Enhancing Self-supervised Monocular Depth Estimation with Pseudo-labels and Large-scale Video Pre-training
  85. BackFlip: The Impact of Local and Global Data Augmentations on Artistic Image Aesthetic Assessment
  86. Dynamic Pricing for Electric Vehicle Charging
  87. Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning
  88. Investigating the effect of Mental Models in User Interaction with an Adaptive Dialog Agent
  89. Explaining Caption-Image Interactions in CLIP Models with Second-Order Attributions
  90. Application of Disentanglement to Map Registration Problem
  91. Neighborhood and Global Perturbations Supported SAM in Federated Learning: From Local Tweaks To Global Awareness
  92. 2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems
  93. Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks?
  94. Multi-Faceted Evaluation of Modeling Languages for Augmented Reality Applications -- The Case of ARWFML
  95. Exploring the Potential of Large Language Models for Heterophilic Graphs
  96. GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets
  97. Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags
  98. Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule
  99. Contrastive Learning Subspace for Text Clustering
  100. Towards Lifelong Learning Embeddings: An Algorithmic Approach to Dynamically Extend Embeddings
  101. Hierarchical Learning and Computing over Space-Ground Integrated Networks
  102. Bengali Sign Language Recognition through Hand Pose Estimation using Multi-Branch Spatial-Temporal Attention Model
  103. Estimating Causal Effects from Learned Causal Networks
  104. Exploring GPU-to-GPU Communication: Insights into Supercomputer Interconnects
  105. LSM-YOLO: A Compact and Effective ROI Detector for Medical Detection
  106. HABD: a houma alliance book ancient handwritten character recognition database
  107. SONICS: Synthetic Or Not -- Identifying Counterfeit Songs
  108. Score-based change point detection via tracking the best of infinitely many experts
  109. Revisiting Vacuous Reduct Semantics for Abstract Argumentation (Extended Version)
  110. Evaluating the Visual Similarity of Southwest China's Ethnic Minority Brocade Based on Deep Learning
  111. HAPM -- Hardware Aware Pruning Method for CNN hardware accelerators in resource constrained devices
  112. Enhancing Depression Diagnosis with Chain-of-Thought Prompting
  113. Alleviating Class Imbalance in Semi-supervised Multi-organ Segmentation via Balanced Subclass Regularization
  114. Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks
  115. PAGE: Parametric Generative Explainer for Graph Neural Network
  116. Collaborative Perception in Multi-Robot Systems: Case Studies in Household Cleaning and Warehouse Operations
  117. FAST-LIVO2: Fast, Direct LiDAR-Inertial-Visual Odometry
  118. More Pictures Say More: Visual Intersection Network for Open Set Object Detection
  119. Empowering Low-Resource Language ASR via Large-Scale Pseudo Labeling
  120. An Item Response Theory-based R Module for Algorithm Portfolio Analysis
  121. Category-Theoretical and Topos-Theoretical Frameworks in Machine Learning: A Survey
  122. A Multiscale Gradient Fusion Method for Edge Detection in Color Images Utilizing the CBM3D Filter
  123. Improving Water Quality Time-Series Prediction in Hong Kong using Sentinel-2 MSI Data and Google Earth Engine Cloud Computing
  124. Avatar Concept Slider: Controllable Editing of Concepts in 3D Human Avatars
  125. Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspective
  126. Automatic Medical Report Generation: Methods and Applications
  127. Focused Large Language Models are Stable Many-Shot Learners
  128. TF-Attack: Transferable and Fast Adversarial Attacks on Large Language Models
  129. Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation
  130. ARANet: Attention-based Residual Adversarial Network with Deep Supervision for Radiotherapy Dose Prediction of Cervical Cancer
  131. FusionSAM: Visual Multi-Modal Learning with Segment Anything
  132. Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection
  133. DynaSurfGS: Dynamic Surface Reconstruction with Planar-based Gaussian Splatting
  134. Reducing the Cost: Cross-Prompt Pre-Finetuning for Short Answer Scoring
  135. Question answering system of bridge design specification based on large language model