mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 16 May 2021

62 papers

  1. Graph-Free Knowledge Distillation for Graph Neural NetworksKnowledge distillation → Graph neural network distillation
  2. Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student NetworksKnowledge distillation → Distillation for continual learning
  3. Undistillable: Making A Nasty Teacher That CANNOT teach studentsKnowledge distillation → General knowledge distillation methods
  4. Model-Based Offline Planning with Trajectory PruningOffline RL and imitation learning from data → Offline RL algorithms
  5. Explainable Hierarchical Imitation Learning for Robotic Drink PouringOffline RL and imitation learning from data → Robot manipulation imitation learning
  6. Semi-Supervised Classification and Segmentation on High Resolution Aerial Images
  7. COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches
  8. Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare
  9. Deep learning for detecting pulmonary tuberculosis via chest radiography: an international study across 10 countries
  10. Algorithmic Principles of Camera-based Respiratory Motion Extraction
  11. Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data
  12. Private Facial Diagnosis as an Edge Service for Parkinson's DBS Treatment Valuation
  13. Towards Synthetic Multivariate Time Series Generation for Flare Forecasting
  14. Advances in Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider
  15. DRAS-CQSim: A Reinforcement Learning based Framework for HPC Cluster Scheduling
  16. Dynamic Pooling Improves Nanopore Base Calling Accuracy
  17. Decision Making with Differential Privacy under a Fairness Lens
  18. Substitutional Neural Image Compression
  19. Doc2Dict: Information Extraction as Text Generation
  20. Abstraction, Validation, and Generalization for Explainable Artificial Intelligence
  21. Capsule GAN for Prostate MRI Super-Resolution
  22. AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond
  23. Leveraging Semantic Scene Characteristics and Multi-Stream Convolutional Architectures in a Contextual Approach for Video-Based Visual Emotion Recognition in the Wild
  24. Data Augmentation for Sign Language Gloss Translation
  25. Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction
  26. Uncertainty in Minimum Cost Multicuts for Image and Motion Segmentation
  27. TSDF++: A Multi-Object Formulation for Dynamic Object Tracking and Reconstruction
  28. Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
  29. SLGPT: Using Transfer Learning to Directly Generate Simulink Model Files and Find Bugs in the Simulink Toolchain
  30. Few-NERD: A Few-Shot Named Entity Recognition Dataset
  31. Sparse to Dense Dynamic 3D Facial Expression Generation
  32. How is BERT surprised? Layerwise detection of linguistic anomalies
  33. MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation
  34. Sobolev Norm Learning Rates for Conditional Mean Embeddings
  35. How Can Robots Trust Each Other For Better Cooperation? A Relative Needs Entropy Based Robot-Robot Trust Assessment Model
  36. Curiosity-driven Intuitive Physics Learning
  37. Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis
  38. Bayesian reconstruction of memories stored in neural networks from their connectivity
  39. Protein sequence-to-structure learning: Is this the end(-to-end revolution)?
  40. Robust optimal policies for team Markov games
  41. MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions
  42. Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: from convolutional neural networks to visual transformers
  43. The interplay between language similarity and script on a novel multi-layer Algerian dialect corpus
  44. Unsupervised Multi-Modality Registration Network based on Spatially Encoded Gradient Information
  45. Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval
  46. Semi-supervised Contrastive Learning with Similarity Co-calibration
  47. Uncertainty Measurement of Basic Probability Assignment Integrity Based on Approximate Entropy in Evidence Theory
  48. Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation
  49. An accelerated expectation-maximization algorithm for multi-reference alignment
  50. Expressive Explanations of DNNs by Combining Concept Analysis with ILP
  51. BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images
  52. Order Effects in Bayesian Updates
  53. ExSinGAN: Learning an Explainable Generative Model from a Single Image
  54. Understanding the Effect of Bias in Deep Anomaly Detection
  55. Neighbourhood-guided Feature Reconstruction for Occluded Person Re-Identification
  56. Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive
  57. CCMN: A General Framework for Learning with Class-Conditional Multi-Label Noise
  58. Real-time Detection of Practical Universal Adversarial Perturbations
  59. Is In-Domain Data Really Needed? A Pilot Study on Cross-Domain Calibration for Network Quantization
  60. Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer
  61. LocalNewton: Reducing Communication Bottleneck for Distributed Learning
  62. The Volctrans Neural Speech Translation System for IWSLT 2021