mlsanityData to 7 Oct 2026

Papers

New on arXiv

Sat 13 May 2023

86 papers

  1. Decision-based iterative fragile watermarking for model integrity verificationLLM safety and security → Watermarking generated content and models
  2. More for Less: Safe Policy Improvement With Stronger Performance GuaranteesOffline RL and imitation learning from data → Safe offline RL
  3. Multi-task Paired Masking with Alignment Modeling for Medical Vision-Language Pre-trainingMultimodal LLMs / vision-language models → Medical vision-language models
  4. OCRBench: On the Hidden Mystery of OCR in Large Multimodal ModelsMultimodal LLMs / vision-language models → Document understanding and multimodal RAG
  5. Stackelberg Decision Transformer for Asynchronous Action Coordination in Multi-Agent SystemsOffline RL and imitation learning from data → Offline multi-agent RL
  6. Disproving XAI Myths with Formal Methods -- Initial Results
  7. Vanishing Activations: A Symptom of Deep Capsule Networks
  8. CBAGAN-RRT: Convolutional Block Attention Generative Adversarial Network for Sampling-Based Path Planning
  9. Spiking Network Initialisation and Firing Rate Collapse
  10. Learning to Learn Unlearned Feature for Brain Tumor Segmentation
  11. M2DAR: Multi-View Multi-Scale Driver Action Recognition with Vision Transformer
  12. Grasping Extreme Aerodynamics on a Low-Dimensional Manifold
  13. TIPS: Topologically Important Path Sampling for Anytime Neural Networks
  14. DRew: Dynamically Rewired Message Passing with Delay
  15. How to Train Your CheXDragon: Training Chest X-Ray Models for Transfer to Novel Tasks and Healthcare Systems
  16. Surface EMG-Based Inter-Session/Inter-Subject Gesture Recognition by Leveraging Lightweight All-ConvNet and Transfer Learning
  17. Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression
  18. ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance
  19. Beyond the Safeguards: Exploring the Security Risks of ChatGPT
  20. Structured and Fast Optimization: The Kronecker SGD Algorithm
  21. DNN-Compressed Domain Visual Recognition with Feature Adaptation
  22. Successive Affine Learning for Deep Neural Networks
  23. Multilingual Previously Fact-Checked Claim Retrieval
  24. Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts
  25. SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples
  26. Zero-shot Faithful Factual Error Correction
  27. A Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG2+ Track 3
  28. Nonnegative Low-Rank Tensor Completion via Dual Formulation with Applications to Image and Video Completion
  29. Stochastic Security as a Performance Metric for Quantum-enhanced Generative AI
  30. Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis
  31. Tight and fast generalization error bound of graph embedding in metric space
  32. The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games?
  33. GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content
  34. Structured Low-Rank Tensor Learning
  35. Leveraging Large Language Models in Conversational Recommender Systems
  36. A Novel Memetic Strategy for Optimized Learning of Classification Trees
  37. Image Segmentation via Probabilistic Graph Matching
  38. Illumination-insensitive Binary Descriptor for Visual Measurement Based on Local Inter-patch Invariance
  39. GSB: Group Superposition Binarization for Vision Transformer with Limited Training Samples
  40. AMTSS: An Adaptive Multi-Teacher Single-Student Knowledge Distillation Framework For Multilingual Language Inference
  41. RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training
  42. CodeT5+: Open Code Large Language Models for Code Understanding and Generation
  43. Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
  44. Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback
  45. Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval
  46. Convergence and scaling of Boolean-weight optimization for hardware reservoirs
  47. Temporal Consistent Automatic Video Colorization via Semantic Correspondence
  48. Translating SUMO-K to Higher-Order Set Theory
  49. Network-GIANT: Fully distributed Newton-type optimization via harmonic Hessian consensus
  50. Voxel-wise classification for porosity investigation of additive manufactured parts with 3D unsupervised and (deeply) supervised neural networks
  51. PESTS: Persian_English Cross Lingual Corpus for Semantic Textual Similarity
  52. DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning
  53. Neural operator for structural simulation and bridge health monitoring
  54. Consistency Regularization for Domain Generalization with Logit Attribution Matching
  55. Reviewer assignment problem: A scoping review
  56. Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation
  57. Dual Use Concerns of Generative AI and Large Language Models
  58. Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation
  59. Differentiating Viral and Bacterial Infections: A Machine Learning Model Based on Routine Blood Test Values
  60. SPP-CNN: An Efficient Framework for Network Robustness Prediction
  61. Scalable Educational Question Generation with Pre-trained Language Models
  62. Bridging History with AI A Comparative Evaluation of GPT 3.5, GPT4, and GoogleBARD in Predictive Accuracy and Fact Checking
  63. A Flow-Based Generative Model for Rare-Event Simulation
  64. HAiVA: Hybrid AI-assisted Visual Analysis Framework to Study the Effects of Cloud Properties on Climate Patterns
  65. AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal
  66. A Federated Learning-based Industrial Health Prognostics for Heterogeneous Edge Devices using Matched Feature Extraction
  67. EV-MGRFlowNet: Motion-Guided Recurrent Network for Unsupervised Event-based Optical Flow with Hybrid Motion-Compensation Loss
  68. Squeeze Excitation Embedded Attention UNet for Brain Tumor Segmentation
  69. Meta-Polyp: a baseline for efficient Polyp segmentation
  70. Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data
  71. Thompson Sampling for Parameterized Markov Decision Processes with Uninformative Actions
  72. CEMFormer: Learning to Predict Driver Intentions from In-Cabin and External Cameras via Spatial-Temporal Transformers
  73. The Geometry of Multilingual Language Models: An Equality Lens
  74. No-Reference Point Cloud Quality Assessment via Weighted Patch Quality Prediction
  75. Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
  76. Frequency-aware Dimension Selection for Static Word Embedding by Mixed Product Distance
  77. Student Classroom Behavior Detection based on YOLOv7-BRA and Multi-Model Fusion
  78. A Simple and Plug-and-play Method for Unsupervised Sentence Representation Enhancement
  79. Deep Learning-based Prediction of Electrical Arrhythmia Circuits from Cardiac Motion: An In-Silico Study
  80. An Active Learning-based Approach for Hosting Capacity Analysis in Distribution Systems
  81. PALM: Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation
  82. MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning
  83. Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance
  84. Lightweight Delivery Detection on Doorbell Cameras
  85. Depth Dependence of μP Learning Rates in ReLU MLPs
  86. Mesh2SSM: From Surface Meshes to Statistical Shape Models of Anatomy