mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 30 Jul 2024

213 papers

  1. VITAL: Interactive Few-Shot Imitation Learning via Visual Human-in-the-Loop CorrectionsOffline RL and imitation learning from data → Robot manipulation imitation learning
  2. Informed Correctors for Discrete Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  3. Diffusion-Based Generation of Neural Activity from Disentangled Latent CodesDiffusion models → Diffusion foundations and sampling
  4. Embedding Space Selection for Detecting Memorization and Fingerprinting in Generative ModelsDiffusion models → Diffusion foundations and sampling
  5. Self-supervised Multi-future Occupancy Forecasting for Autonomous DrivingWorld models → World models for autonomous driving
  6. Palu: Compressing KV-Cache with Low-Rank ProjectionEfficient LLM inference and serving → KV cache optimization
  7. Accelerating Large Language Model Inference with Self-Supervised Early ExitsEfficient LLM inference and serving → Early exit and edge inference
  8. ThinK: Thinner Key Cache by Query-Driven PruningLLM reasoning → Test-time compute and efficient thinking +1
  9. Add-SD: Rational Generation without Manual ReferenceDiffusion models → Image generation, text-to-image and editing
  10. AI-Assisted Generation of Difficult Math QuestionsLLM reasoning → Mathematical reasoning
  11. GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language ModelsMultimodal LLMs / vision-language models → Social bias and fairness in VLMs
  12. How to Choose a Reinforcement-Learning AlgorithmDeep reinforcement learning methods → Deep RL algorithms and representations
  13. ThinkRepair: Self-Directed Automated Program RepairLLM reasoning → Reasoning for agents, planning and code
  14. MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule NetworkState-space sequence models (S4, Mamba) → Physiological signal modeling
  15. Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction AmplificationLLM agents and tool use → Agent threats, guardrails and governance
  16. Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial AttacksDiffusion models → Image generation, text-to-image and editing
  17. Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer LearningMultimodal LLMs / vision-language models → Embodied and 3D vision-language models +2
  18. OmniBal: Towards Fast Instruction-Tuning for Vision-Language Models via Omniverse Computation BalanceMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  19. SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language ModelsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  20. Adapting Safe-for-Work Classifier for Malaysian Language Text: Enhancing Alignment in LLM-Ops FrameworkLLM safety and security → Safety alignment, refusal and guardrails
  21. Mimicking the Mavens: Agent-based Opinion Synthesis and Emotion Prediction for Social Media InfluencersLLM agents and tool use → Social simulation and multi-agent debate
  22. Prompt-Driven Contrastive Learning for Transferable Adversarial AttacksMultimodal LLMs / vision-language models → MLLM jailbreaks and adversarial robustness
  23. Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive RepresentationsDeep reinforcement learning methods → Deep RL algorithms and representations
  24. Image Re-Identification: Where Self-supervision Meets Vision-Language LearningMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  25. CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual KnowledgeLLM reasoning → Reasoning benchmarks and evaluation
  26. Machine Unlearning in Generative AI: A SurveyLLM safety and security → Machine unlearning
  27. Boosting Efficiency in Task-Agnostic Exploration through Causal KnowledgeWorld models → Latent dynamics models and model-based RL
  28. Interpreting and Mitigating Hallucination in MLLMs through Multi-agent DebateLLM agents and tool use → Medical and scientific domain agents
  29. A2SF: Accumulative Attention Scoring with Forgetting Factor for Token Pruning in Transformer DecoderEfficient LLM inference and serving → KV cache optimization
  30. Effects of a Prompt Engineering Intervention on Undergraduate Students' AI Self-Efficacy, AI Knowledge and Prompt Engineering Ability: A Mixed Methods Study
  31. Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots
  32. Discriminating retinal microvascular and neuronal differences related to migraines: Deep Learning based Crossectional Study
  33. Lyrics Transcription for Humans: A Readability-Aware Benchmark
  34. Beyond the Neural Fog: Interpretable Learning for AC Optimal Power Flow
  35. LLMs for Enhanced Agricultural Meteorological Recommendations
  36. Abstractive summarization from Audio Transcription
  37. Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective
  38. On Biases in a UK Biobank-based Retinal Image Classification Model
  39. WebApp1K: A Practical Code-Generation Benchmark for Web App Development
  40. Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens
  41. Bug Analysis Towards Bug Resolution Time Prediction
  42. GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks
  43. TMA-Grid: An open-source, zero-footprint web application for FAIR Tissue MicroArray De-arraying
  44. Towards an Integrated Performance Framework for Fire Science and Management Workflows
  45. Advancing Vietnamese Visual Question Answering with Transformer and Convolutional Integration
  46. TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models
  47. AI methods for approximate compiling of unitaries
  48. DeepBaR: Fault Backdoor Attack on Deep Neural Network Layers
  49. NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elements
  50. Distribution-Aware Replay for Continual MRI Segmentation
  51. LoRaWAN Based Dynamic Noise Mapping with Machine Learning for Urban Noise Enforcement
  52. Rolling in the deep of cognitive and AI biases
  53. Analyzing Customer-Facing Vendor Experiences with Time Series Forecasting and Monte Carlo Techniques
  54. GenRec: Generative Sequential Recommendation with Large Language Models
  55. Multi-task Photonic Reservoir Computing: Wavelength Division Multiplexing for Parallel Computing with a Silicon Microring Resonator
  56. Amelia: A Large Dataset and Benchmark for Airport Surface Movement Forecasting
  57. Optical Computing for Deep Neural Network Acceleration: Foundations, Recent Developments, and Emerging Directions
  58. Deduction Game Framework and Information Set Entropy Search
  59. DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks
  60. AI Safety in Practice: Enhancing Adversarial Robustness in Multimodal Image Captioning
  61. Decomposed Prompting to Answer Questions on a Course Discussion Board
  62. Extending choice assessments to choice functions: An algorithm for computing the natural extension
  63. Understanding Public Safety Trends in Calgary through data mining
  64. Event-Arguments Extraction Corpus and Modeling using BERT for Arabic
  65. Private Collaborative Edge Inference via Over-the-Air Computation
  66. PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds
  67. Domain Shift Analysis in Chest Radiographs Classification in a Veterans Healthcare Administration Population
  68. Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning
  69. Enhancing Deep Hedging of Options with Implied Volatility Surface Feedback Information
  70. MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls
  71. Computational music analysis from first principles
  72. Zero Shot Health Trajectory Prediction Using Transformer
  73. Tuning the Frequencies: Robust Training for Sinusoidal Neural Networks
  74. Entropy, Thermodynamics and the Geometrization of the Language Model
  75. The Stochastic Conjugate Subgradient Algorithm For Kernel Support Vector Machines
  76. Learning Optimal Signal Temporal Logic Decision Trees for Classification: A Max-Flow MILP Formulation
  77. Matting by Generation
  78. CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning
  79. Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection
  80. XHand: Real-time Expressive Hand Avatar
  81. MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning
  82. From Feature Importance to Natural Language Explanations Using LLMs with RAG
  83. Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation
  84. PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twitter
  85. Large Language Models (LLMs) for Semantic Communication in Edge-based IoT Networks
  86. MMTrail: A Multimodal Trailer Video Dataset with Language and Music Descriptions
  87. Learning Ordinality in Semantic Segmentation
  88. An Effective Dynamic Gradient Calibration Method for Continual Learning
  89. Emotion-driven Piano Music Generation via Two-stage Disentanglement and Functional Representation
  90. An evidence-based methodology for human rights impact assessment (HRIA) in the development of AI data-intensive systems
  91. dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans
  92. EAR: Edge-Aware Reconstruction of 3-D vertebrae structures from bi-planar X-ray images
  93. Complete Approximations of Incomplete Queries
  94. UniProcessor: A Text-induced Unified Low-level Image Processor
  95. SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition
  96. The Realizability of Revision and Contraction Operators in Epistemic Spaces
  97. What Are Good Positional Encodings for Directed Graphs?
  98. Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviation
  99. Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering
  100. Automated Review Generation Method Based on Large Language Models
All 213
  1. Machine learning surrogates for efficient hydrologic modeling: Insights from stochastic simulations of managed aquifer recharge
  2. Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach
  3. What is YOLOv5: A deep look into the internal features of the popular object detector
  4. Bayesian Low-Rank LeArning (Bella): A Practical Approach to Bayesian Neural Networks
  5. Effective Black Box Testing of Sentiment Analysis Classification Networks
  6. A Scalable Tool For Analyzing Genomic Variants Of Humans Using Knowledge Graphs and Machine Learning
  7. S3PET: Semi-supervised Standard-dose PET Image Reconstruction via Dose-aware Token Swap
  8. Automatic Die Studies for Ancient Numismatics
  9. A Comparative Analysis of YOLOv5, YOLOv8, and YOLOv10 in Kitchen Safety
  10. Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction
  11. Mean of Means: A 10-dollar Solution for Human Localization with Calibration-free and Unconstrained Camera Settings
  12. A Comparative Study of Neural Surface Reconstruction for Scientific Visualization
  13. Learn by Selling: Equipping Large Language Models with Product Knowledge for Context-Driven Recommendations
  14. DeTurb: Atmospheric Turbulence Mitigation with Deformable 3D Convolutions and 3D Swin Transformers
  15. NIS-SLAM: Neural Implicit Semantic RGB-D SLAM for 3D Consistent Scene Understanding
  16. Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness
  17. DFE-IANet: A Method for Polyp Image Classification Based on Dual-domain Feature Extraction and Interaction Attention
  18. Federated Knowledge Recycling: Privacy-Preserving Synthetic Data Sharing
  19. How to Measure the Intelligence of Large Language Models?
  20. DyGKT: Dynamic Graph Learning for Knowledge Tracing
  21. Adding Circumscription to Decidable Fragments of First-Order Logic: A Complexity Rollercoaster
  22. WARM-3D: A Weakly-Supervised Sim2Real Domain Adaptation Framework for Roadside Monocular 3D Object Detection
  23. Robust Load Prediction of Power Network Clusters Based on Cloud-Model-Improved Transformer
  24. ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning
  25. AhmedML: High-Fidelity Computational Fluid Dynamics Dataset for Incompressible, Low-Speed Bluff Body Aerodynamics
  26. SpotFormer: Multi-Scale Spatio-Temporal Transformer for Facial Expression Spotting
  27. How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course
  28. Be aware of overfitting by hyperparameter optimization!
  29. Feature-Guided Metaheuristic with Diversity Management for Solving the Capacitated Vehicle Routing Problem
  30. Interpretable Pre-Trained Transformers for Heart Time-Series Data
  31. HyperMM : Robust Multimodal Learning with Varying-sized Inputs
  32. Highly Efficient No-reference 4K Video Quality Assessment with Full-Pixel Covering Sampling and Training Strategy
  33. Cost-Based Semantics for Querying Inconsistent Weighted Knowledge Bases
  34. Efficient Quantum One-Class Support Vector Machines for Anomaly Detection Using Randomized Measurements and Variable Subsampling
  35. JaColBERTv2.5: Optimising Multi-Vector Retrievers to Create State-of-the-Art Japanese Retrievers with Constrained Resources
  36. Re-localization acceleration with Medoid Silhouette Clustering
  37. Meltemi: The first open Large Language Model for Greek
  38. Improving PINNs By Algebraic Inclusion of Boundary and Initial Conditions
  39. Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization
  40. Efficient Pareto Manifold Learning with Low-Rank Structure
  41. Efficient Data Representation for Motion Forecasting: A Scene-Specific Trajectory Set Approach
  42. Autogenic Language Embedding for Coherent Point Tracking
  43. Neural Fields for Continuous Periodic Motion Estimation in 4D Cardiovascular Imaging
  44. SceneTeller: Language-to-3D Scene Generation
  45. Exploring Loss Landscapes through the Lens of Spin Glass Theory
  46. Persistent Sampling: Enhancing the Efficiency of Sequential Monte Carlo
  47. Cocobo: Exploring Large Language Models as the Engine for End-User Robot Programming
  48. Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection
  49. PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning
  50. Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept
  51. Weak neural variational inference for solving Bayesian inverse problems without forward models: applications in elastography
  52. Time Series Anomaly Detection with CNN for Environmental Sensors in Healthcare-IoT
  53. Detecting Causality in the Frequency Domain with Cross-Mapping Coherence
  54. Boosting Audio Visual Question Answering via Key Semantic-Aware Cues
  55. CultureVo: The Serious Game of Utilizing Gen AI for Enhancing Cultural Intelligence
  56. RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation
  57. The Susceptibility of Example-Based Explainability Methods to Class Outliers
  58. Label-Guided Prompt for Multi-label Few-shot Aspect Category Detection
  59. A Tutorial on the Use of Physics-Informed Neural Networks to Compute the Spectrum of Quantum Systems
  60. Rethinking the Function of Neurons in KANs
  61. 3D-GRES: Generalized 3D Referring Expression Segmentation
  62. ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task
  63. DocXPand-25k: a large and diverse benchmark dataset for identity documents analysis
  64. What makes for good morphology representations for spatial omics?
  65. Efficient Multi-Objective Neural Architecture Search via Pareto Dominance-based Novelty Search
  66. Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian
  67. FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks
  68. No learning rates needed: Introducing SALSA -- Stable Armijo Line Search Adaptation
  69. Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning
  70. Generalizing AI-driven Assessment of Immunohistochemistry across Immunostains and Cancer Types: A Universal Immunohistochemistry Analyzer
  71. Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos
  72. Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy
  73. Autonomous Improvement of Instruction Following Skills via Foundation Models
  74. Spiking-DD: Neuromorphic Event Camera based Driver Distraction Detection with Spiking Neural Network
  75. SharkTrack: an accurate, generalisable software for streamlining shark and ray underwater video analysis
  76. Decoding Linguistic Representations of Human Brain
  77. Accelerated forward-backward and Douglas-Rachford splitting dynamics
  78. The Entrapment Problem in Random Walk Decentralized Learning
  79. Questionnaires for Everyone: Streamlining Cross-Cultural Questionnaire Adaptation with GPT-Based Translation Quality Evaluation
  80. Investigating Sparsity in Recurrent Neural Networks
  81. Categorical Knowledge Fused Recognition: Fusing Hierarchical Knowledge with Image Classification through Aligning and Deep Metric Learning
  82. Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks
  83. Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images
  84. HALvest-Contrastive: Retrieval-Like Authorship Attribution with Patch-Level Late Interaction
  85. EgoSonics: Generating Synchronized Audio for Silent Egocentric Videos
  86. Enhancing Agricultural Machinery Management through Advanced LLM Integration
  87. Pruning Large Language Models with Semi-Structural Adaptive Sparse Training
  88. Image-based Detection of Segment Misalignment in Multi-mirror Satellites using Transfer Learning
  89. Knesset-DictaBERT: A Hebrew Language Model for Parliamentary Proceedings
  90. Comparison of Large Language Models for Generating Contextually Relevant Questions
  91. Monocular Human-Object Reconstruction in the Wild
  92. Pyramid Coder: Hierarchical Code Generator for Compositional Visual Question Answering
  93. Invariant deep neural networks under the finite group for solving partial differential equations
  94. CELLM: An Efficient Communication in Large Language Models Training for Federated Learning
  95. Survey of Design Paradigms for Social Robots
  96. DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations
  97. Neuromorphic on-chip reservoir computing with spiking neural network architectures
  98. StackFLOW: Monocular Human-Object Reconstruction by Stacked Normalizing Flow with Offset
  99. HandDAGT: A Denoising Adaptive Graph Transformer for 3D Hand Pose Estimation
  100. Can LLMs be Fooled? Investigating Vulnerabilities in LLMs
  101. Contrastive Feedback Mechanism for Simultaneous Speech Translation
  102. DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis
  103. High-Resolution Spatial Transcriptomics from Histology Images using HisToSGE
  104. Markers Identification for Relative Pose Estimation of an Uncooperative Target
  105. Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language
  106. Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies
  107. A federated large language model for long-term time series forecasting
  108. Restoring Real-World Degraded Events Improves Deblurring Quality
  109. Optimizing Long-tailed Link Prediction in Graph Neural Networks through Structure Representation Enhancement
  110. Toward Efficient Permutation for Hierarchical N:M Sparsity on GPUs
  111. Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image
  112. Distribution Learning for Molecular Regression
  113. Relaxed Equivariant Graph Neural Networks