mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 20 Apr 2024

106 papers

  1. A Multi-Faceted Evaluation Framework for Assessing Synthetic Data Generated by Large Language ModelsSynthetic data and self-improvement for LLMs → Privacy-preserving tabular data synthesis
  2. A Smooth Polynomial Lyapunov Certificate for Convergence of Q-Learning and Its Smooth VariantsDeep reinforcement learning methods → RL theory and sample complexity
  3. Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement TasksLLM reasoning → Spatial and embodied reasoning
  4. Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank AdaptationMultimodal LLMs / vision-language models → MLLM jailbreaks and adversarial robustness
  5. PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight RelabelingLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF +1
  6. Retrieval-Augmented Generation-based Relation ExtractionRetrieval-augmented generation → RAG pipeline design and evaluation
  7. Music Consistency ModelsDiffusion models → Audio, speech and music
  8. Augmenting Safety-Critical Driving Scenarios while Preserving Similarity to Expert TrajectoriesEnd-to-end autonomous driving → Imitation-learning end-to-end planners +1
  9. Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We ThinkDiffusion models → Robustness, privacy and adversarial aspects
  10. On the stability of Lipschitz continuous control problems and its application to reinforcement learningDeep reinforcement learning methods → RL theory and sample complexity
  11. Latent Schr"odinger Bridge Diffusion Model for Generative LearningDiffusion models → Diffusion foundations and sampling
  12. FakeBench: Probing Explainable Fake Image Detection via Large Multimodal ModelsMultimodal LLMs / vision-language models → MLLM jailbreaks and adversarial robustness
  13. PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt ConditionDiffusion models → Video generation
  14. A Massive MIMO Sampling Detection Strategy Based on Denoising Diffusion ModelDiffusion models → Diffusion for compression and wireless
  15. FilterPrompt: A Simple yet Efficient Approach to Guide Image Appearance Transfer in Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  16. ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow PredictionState-space sequence models (S4, Mamba) → Video, motion and generative Mamba models
  17. Vim4Path: Self-Supervised Vision Mamba for Histopathology ImagesState-space sequence models (S4, Mamba) → Mamba for medical image analysis
  18. Pragmatic Formal Verification Methodology for Clock Domain Crossing (CDC)
  19. Ordinal Behavior Classification of Student Online Course Interactions
  20. A SER-based Device Selection Mechanism in Multi-bits Quantization Federated Learning
  21. A Semi-Formal Verification Methodology for Efficient Configuration Coverage of Highly Configurable Digital Designs
  22. A Continual Relation Extraction Approach for Knowledge Graph Completeness
  23. LEMDA: A Novel Feature Engineering Method for Intrusion Detection in IoT Systems
  24. Social Media Use is Predictable from App Sequences: Using LSTM and Transformer Neural Networks to Model Habitual Behavior
  25. Efficient Verification of a RADAR SoC Using Formal and Simulation-Based Methods
  26. Generative Subspace Adversarial Active Learning for Outlier Detection in Multiple Views of High-dimensional Data
  27. GraphMatcher: A Graph Representation Learning Approach for Ontology Matching
  28. Predicting Question Quality on StackOverflow with Neural Networks
  29. A Novel A.I Enhanced Reservoir Characterization with a Combined Mixture of Experts -- NVIDIA Modulus based Physics Informed Neural Operator Forward Model
  30. Practical Battery Health Monitoring using Uncertainty-Aware Bayesian Neural Network
  31. Evaluation of Machine Translation Based on Semantic Dependencies and Keywords
  32. Optimizing Contrail Detection: A Deep Learning Approach with EfficientNet-b4 Encoding
  33. Joint Quality Assessment and Example-Guided Image Processing by Disentangling Picture Appearance from Content
  34. A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density
  35. PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud
  36. Composing Pre-Trained Object-Centric Representations for Robotics From "What" and "Where" Foundation Models
  37. GWLZ: A Group-wise Learning-based Lossy Compression Framework for Scientific Data
  38. Do "English" Named Entity Recognizers Work Well on Global Englishes?
  39. Real-Time Safe Control of Neural Network Dynamic Models with Sound Approximation
  40. Revolutionizing System Reliability: The Role of AI in Predictive Maintenance Strategies
  41. Cut-FUNQUE: An Objective Quality Model for Compressed Tone-Mapped High Dynamic Range Videos
  42. SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals
  43. DMesh: A Differentiable Mesh Representation
  44. FisheyeDetNet: 360deg Surround view Fisheye Camera based Object Detection System for Autonomous Driving
  45. Machine Learning-Assisted Thermoelectric Cooling for On-Demand Multi-Hotspot Thermal Management
  46. Fine-Grained Named Entities for Corona News
  47. High-fidelity Endoscopic Image Synthesis by Utilizing Depth-guided Neural Surfaces
  48. Nested-TNT: Hierarchical Vision Transformers with Multi-Scale Feature Processing
  49. React-OT: Optimal Transport for Generating Transition State in Chemical Reactions
  50. Text-dependent Speaker Verification (TdSV) Challenge 2024: Challenge Evaluation Plan
  51. MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning
  52. NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces by Enforcing Zero Gaussian Curvature
  53. Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer
  54. AMMUNet: Multi-Scale Attention Map Merging for Remote Sensing Image Segmentation
  55. Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions
  56. Intrusion Detection at Scale with the Assistance of a Command-line Language Model
  57. Approximate Algorithms For k-Sparse Wasserstein Barycenter With Outliers
  58. HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding
  59. Transfer Learning for Molecular Property Predictions from Small Data Sets
  60. Online Planning of Power Flows for Power Systems Against Bushfires Using Spatial Context
  61. Explanation based Bias Decoupling Regularization for Natural Language Inference
  62. Diagnosis of Multiple Fundus Disorders Amidst a Scarcity of Medical Experts Via Self-supervised Machine Learning
  63. SSVT: Self-Supervised Vision Transformer For Eye Disease Diagnosis Based On Fundus Images
  64. DNA: Differentially private Neural Augmentation for contact tracing
  65. HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression
  66. Movie101v2: Improved Movie Narration Benchmark
  67. MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering
  68. Semantically Corrected Amharic Automatic Speech Recognition
  69. Generating Daylight-driven Architectural Design via Diffusion Models
  70. Swa Bhasha: Message-Based Singlish to Sinhala Transliteration
  71. Breaking the Memory Wall for Heterogeneous Federated Learning via Progressive Training
  72. Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems
  73. GRANOLA: Adaptive Normalization for Graph Neural Networks
  74. UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions
  75. Hyperspectral Anomaly Detection with Self-Supervised Anomaly Prior
  76. Large Language Models as Test Case Generators: Performance Evaluation and Enhancement
  77. SEGSRNet for Stereo-Endoscopic Image Super-Resolution and Surgical Instrument Segmentation
  78. Comparative Analysis on Snowmelt-Driven Streamflow Forecasting Using Machine Learning Techniques
  79. Collaborative Visual Place Recognition through Federated Learning
  80. MergeNet: Knowledge Migration across Heterogeneous Models, Tasks, and Modalities
  81. Federated Learning for Heterogeneous Electronic Health Record Systems with Cost Effective Participant Selection
  82. STAT: Towards Generalizable Temporal Action Localization
  83. Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions
  84. Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory
  85. Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge
  86. Double Mixture: Towards Continual Event Detection from Speech
  87. PoseINN: Realtime Visual-based Pose Regression and Localization with Invertible Neural Networks
  88. Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding
  89. Federated Transfer Learning with Task Personalization for Condition Monitoring in Ultrasonic Metal Welding
  90. Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives
  91. Augmented Object Intelligence with XR-Objects
  92. Multi-feature Reconstruction Network using Crossed-mask Restoration for Unsupervised Industrial Anomaly Detection
  93. StrideNET: Swin Transformer for Terrain Recognition with Dynamic Roughness Extraction
  94. Multi-Cell Decoder and Mutual Learning for Table Structure and Character Recognition
  95. F5C-finder: An Explainable and Ensemble Biological Language Model for Predicting 5-Formylcytidine Modifications on mRNA
  96. Predicting Diabetes with Machine Learning Analysis of Income and Health Factors
  97. 3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification
  98. ISQA: Informative Factuality Feedback for Scientific Summarization
  99. Intelligent Agents for Auction-based Federated Learning: A Survey
  100. Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets
All 106
  1. Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models
  2. Personalized Wireless Federated Learning for Large Language Models
  3. PAFedFV: Personalized and Asynchronous Federated Learning for Finger Vein Recognition
  4. TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Prediction
  5. Model-Based Counterfactual Explanations Incorporating Feature Space Attributes for Tabular Data
  6. Security and Privacy Product Inclusion