mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 19 Jun 2021

70 papers

  1. Teacher's pet: understanding and mitigating biases in distillationKnowledge distillation → General knowledge distillation methods
  2. Humble Teachers Teach Better Students for Semi-Supervised Object DetectionKnowledge distillation → Detection and dense prediction distillation
  3. On Generalization of Adversarial Imitation Learning and BeyondOffline RL and imitation learning from data → Imitation learning methods
  4. Boosting Offline Reinforcement Learning with Residual Generative ModelingOffline RL and imitation learning from data → Offline RL algorithms
  5. Uncertain Decisions Facilitate Better Preference LearningOffline RL and imitation learning from data → Inverse reinforcement learning
  6. Cloud based Scalable Object Recognition from Video Streams using Orientation Fusion and Convolutional Neural Networks
  7. TNCR: Table Net Detection and Classification Dataset
  8. A variational autoencoder approach for choice set generation and implicit perception of alternatives in choice modeling
  9. Post-Selections in AI and How to Avoid Them
  10. Fingerprinting Image-to-Image Generative Adversarial Networks
  11. Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks
  12. Exploring Vision Transformers for Fine-grained Classification
  13. Supervised learning for crop/weed classification based on color and texture features
  14. EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization
  15. Scalable Safety-Critical Policy Evaluation with Accelerated Rare Event Sampling
  16. Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis
  17. EMG Signal Classification Using Reflection Coefficients and Extreme Value Machine
  18. Rayleigh-Gauss-Newton optimization with enhanced sampling for variational Monte Carlo
  19. VQA-Aid: Visual Question Answering for Post-Disaster Damage Assessment and Analysis
  20. Learning Space Partitions for Path Planning
  21. Signal Processing Based Deep Learning for Blind Symbol Decoding and Modulation Classification
  22. Reversible Colour Density Compression of Images using cGANs
  23. Learning and Generalization in Overparameterized Normalizing Flows
  24. Learning to Reach, Swim, Walk and Fly in One Trial: Data-Driven Control with Scarce Data and Side Information
  25. QUBO transformation using Eigenvalue Decomposition
  26. Graph Neural Networks for Learning Real-Time Prices in Electricity Market
  27. Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net
  28. Stability of Graph Convolutional Neural Networks to Stochastic Perturbations
  29. A Max-Min Entropy Framework for Reinforcement Learning
  30. DiffLoop: Tuning PID controllers by differentiating through the feedback loop
  31. TweeNLP: A Twitter Exploration Portal for Natural Language Processing
  32. GLIB: Towards Automated Test Oracle for Graphically-Rich Applications
  33. Exploring Visual Context for Weakly Supervised Person Search
  34. JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
  35. Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication
  36. CenterAtt: Fast 2-stage Center Attention Network
  37. Transformers for Headline Selection for Russian News Clusters
  38. CompConv: A Compact Convolution Module for Efficient Feature Learning
  39. Hybrid approach to detecting symptoms of depression in social media entries
  40. Unbalanced Feature Transport for Exemplar-based Image Translation
  41. Advances in Speech Vocoding for Text-to-Speech with Continuous Parameters
  42. Practical Transferability Estimation for Image Classification Tasks
  43. Neural network interpretability for forecasting of aggregated renewable generation
  44. Informative Class Activation Maps
  45. Neural Network Classifier as Mutual Information Evaluator
  46. A Condense-then-Select Strategy for Text Summarization
  47. TS2Vec: Towards Universal Representation of Time Series
  48. Interactive Object Segmentation with Dynamic Click Transform
  49. Prediction of the facial growth direction with Machine Learning methods
  50. Place recognition survey: An update on deep learning approaches
  51. Enhancing Question Generation with Commonsense Knowledge
  52. MSN: Efficient Online Mask Selection Network for Video Instance Segmentation
  53. Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering
  54. A Unified View of Algorithms for Path Planning Using Probabilistic Inference on Factor Graphs
  55. One-to-many Approach for Improving Super-Resolution
  56. STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
  57. Improving Compositional Generalization in Classification Tasks via Structure Annotations
  58. Neural Network Facial Authentication for Public Electric Vehicle Charging Station
  59. Multi-Contextual Design of Convolutional Neural Network for Steganalysis
  60. Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee
  61. Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data
  62. QFCNN: Quantum Fourier Convolutional Neural Network
  63. Predicting Critical Nodes in Temporal Networks by Dynamic Graph Convolutional Networks
  64. Variance-Dependent Best Arm Identification
  65. Deep Learning for Functional Data Analysis with Adaptive Basis Layers
  66. Deep Generative Learning via Schr"odinger Bridge
  67. AdaZoom: Adaptive Zoom Network for Multi-Scale Object Detection in Large Scenes
  68. Sparse Training via Boosting Pruning Plasticity with Neuroregeneration
  69. Parallel frequency function-deep neural network for efficient complex broadband signal approximation
  70. GPLA-12: An Acoustic Signal Dataset of Gas Pipeline Leakage