mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 14 Nov 2021

74 papers

  1. Learning Multi-Stage Tasks with One Demonstration via Self-ReplayOffline RL and imitation learning from data → Robot manipulation imitation learning
  2. Robust and Accurate Object Detection via Self-Knowledge DistillationKnowledge distillation → Detection and dense prediction distillation
  3. Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach
  4. Automatic evaluation of scientific abstracts through natural language processing
  5. Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture
  6. BioLeaF: A Bio-plausible Learning Framework for Training of Spiking Neural Networks
  7. Visual design intuition: Predicting dynamic properties of beams from raw cross-section images
  8. Forecasting Crude Oil Price Using Event Extraction
  9. Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network
  10. A layer-stress learning framework universally augments deep neural network tasks
  11. Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations
  12. Free Will Belief as a consequence of Model-based Reinforcement Learning
  13. Scrutinizing XAI using linear ground-truth data with suppressor variables
  14. Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks
  15. Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors
  16. Decoding Causality by Fictitious VAR Modeling
  17. Federated Learning with Hyperparameter-based Clustering for Electrical Load Forecasting
  18. Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination
  19. Attentive Federated Learning for Concept Drift in Distributed 5G Edge Networks
  20. HAD-Net: Hybrid Attention-based Diffusion Network for Glucose Level Forecast
  21. Towards Interpretability of Speech Pause in Dementia Detection using Adversarial Learning
  22. Contrastive Clustering: Toward Unsupervised Bias Reduction for Emotion and Sentiment Classification
  23. A distributed, plug-n-play algorithm for multi-robot applications with a priori non-computable objective functions
  24. Improving Compound Activity Classification via Deep Transfer and Representation Learning
  25. A Comparative Study of Fingerprint Image-Quality Estimation Methods
  26. Safe Online Convex Optimization with Unknown Linear Safety Constraints
  27. Unsupervised Action Localization Crop in Video Retargeting for 3D ConvNets
  28. Generating Band-Limited Adversarial Surfaces Using Neural Networks
  29. Learning a Shared Model for Motorized Prosthetic Joints to Predict Ankle-Joint Motion
  30. TANDEM: Tracking and Dense Mapping in Real-time using Deep Multi-view Stereo
  31. Time Waits for No One! Analysis and Challenges of Temporal Misalignment
  32. A Machine Learning Approach for Recruitment Prediction in Clinical Trial Design
  33. Textless Speech Emotion Conversion using Discrete and Decomposed Representations
  34. Neural Capacity Estimators: How Reliable Are They?
  35. Explicit Explore, Exploit, or Escape (E4): near-optimal safety-constrained reinforcement learning in polynomial time
  36. Minimax Optimal Regression over Sobolev Spaces via Laplacian Eigenmaps on Neighborhood Graphs
  37. DEEP: DEnoising Entity Pre-training for Neural Machine Translation
  38. Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges
  39. Interpretable ECG classification via a query-based latent space traversal (qLST)
  40. Sparse Steerable Convolutions: An Efficient Learning of SE(3)-Equivariant Features for Estimation and Tracking of Object Poses in 3D Space
  41. Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems
  42. Eluding Secure Aggregation in Federated Learning via Model Inconsistency
  43. A Robust Unsupervised Ensemble of Feature-Based Explanations using Restricted Boltzmann Machines
  44. TEA: A Sequential Recommendation Framework via Temporally Evolving Aggregations
  45. On equivalence between linear-chain conditional random fields and hidden Markov chains
  46. Fast Doubly-Adaptive MCMC to Estimate the Gibbs Partition Function with Weak Mixing Time Bounds
  47. Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks
  48. Estimation of Acetabular Version from Anteroposterior Pelvic Radiograph Employing Deep Learning
  49. "Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
  50. Fracture Detection in Wrist X-ray Images Using Deep Learning-Based Object Detection Models
  51. Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery
  52. A Study on the Efficient Product Search Service for the Damaged Image Information
  53. Towards Privacy-Preserving Affect Recognition: A Two-Level Deep Learning Architecture
  54. p-Laplacian Based Graph Neural Networks
  55. Relative Distributed Formation and Obstacle Avoidance with Multi-agent Reinforcement Learning
  56. What Should We Optimize in Participatory Budgeting? An Experimental Study
  57. Improving usual Naive Bayes classifier performances with Neural Naive Bayes based models
  58. Energy Efficient Learning with Low Resolution Stochastic Domain Wall Synapse Based Deep Neural Networks
  59. Novel Intensity Mapping Functions: Weighted Histogram Averaging
  60. Deep Joint Demosaicing and High Dynamic Range Imaging within a Single Shot
  61. Auxiliary Loss Reweighting for Image Inpainting
  62. Understanding Jargon: Combining Extraction and Generation for Definition Modeling
  63. Linear, or Non-Linear, That is the Question!
  64. Code Representation Learning with Pr"ufer Sequences
  65. Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network
  66. Towards annotation of text worlds in a literary work
  67. Moment Transform-Based Compressive Sensing in Image Processing
  68. Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation
  69. Simulating Diffusion Bridges with Score Matching
  70. FACOS: Finding API Relevant Contents on Stack Overflow with Semantic and Syntactic Analysis
  71. Curriculum Learning for Vision-and-Language Navigation
  72. Local Multi-Head Channel Self-Attention for Facial Expression Recognition
  73. SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI
  74. Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning