mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 6 Jan 2021

94 papers

  1. A Survey of Deep RL and IL for Autonomous Driving Policy LearningEnd-to-end autonomous driving → Reinforcement learning for driving
  2. MSD: Saliency-aware Knowledge Distillation for Multimodal UnderstandingKnowledge distillation → Multimodal distillation
  3. Text analysis in financial disclosures
  4. Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery
  5. On Satisficing in Quantitative Games
  6. RANK: AI-assisted End-to-End Architecture for Detecting Persistent Attacks in Enterprise Networks
  7. HAVANA: Hierarchical and Variation-Normalized Autoencoder for Person Re-identification
  8. DeepPoison: Feature Transfer Based Stealthy Poisoning Attack
  9. Phishing Attacks and Websites Classification Using Machine Learning and Multiple Datasets (A Comparative Analysis)
  10. Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models
  11. Hyperboost: Hyperparameter Optimization by Gradient Boosting surrogate models
  12. TryOnGAN: Body-Aware Try-On via Layered Interpolation
  13. Handling many conversions per click in modeling delayed feedback
  14. Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation
  15. LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification
  16. Teach me to play, gamer! Imitative learning in computer games via linguistic description of complex phenomena and decision tree
  17. Can RNNs learn Recursive Nested Subject-Verb Agreements?
  18. User Ex Machina : Simulation as a Design Probe in Human-in-the-Loop Text Analytics
  19. Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
  20. Single Shot Multitask Pedestrian Detection and Behavior Prediction
  21. Controlling Synthetic Characters in Simulations: A Case for Cognitive Architectures and Sigma
  22. Learn Dynamic-Aware State Embedding for Transfer Learning
  23. Federated Learning over Noisy Channels: Convergence Analysis and Design Examples
  24. Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos
  25. Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints
  26. Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks
  27. A Robust Illumination-Invariant Camera System for Agricultural Applications
  28. Predicting Illness for a Sustainable Dairy Agriculture: Predicting and Explaining the Onset of Mastitis in Dairy Cows
  29. Adaptive Synthetic Characters for Military Training
  30. Maximum a Posteriori Inference of Random Dot Product Graphs via Conic Programming
  31. Order Embeddings from Merged Ontologies using Sketching
  32. EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System
  33. The Shapley Value of Classifiers in Ensemble Games
  34. Cauchy-Schwarz Regularized Autoencoder
  35. Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation
  36. Connecting ansatz expressibility to gradient magnitudes and barren plateaus
  37. Smoothed functional-based gradient algorithms for off-policy reinforcement learning: A non-asymptotic viewpoint
  38. LAEO-Net++: revisiting people Looking At Each Other in videos
  39. RethNet: Object-by-Object Learning for Detecting Facial Skin Problems
  40. Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation
  41. Ludii Game Logic Guide
  42. Do We Really Need Deep Learning Models for Time Series Forecasting?
  43. Adversarial Robustness by Design through Analog Computing and Synthetic Gradients
  44. The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases
  45. On the Tightness of Semidefinite Relaxations for Rotation Estimation
  46. Fairness with Continuous Optimal Transport
  47. Representation learning for maximization of MI, nonlinear ICA and nonlinear subspaces with robust density ratio estimation
  48. Artificial Intelligence Methods in In-Cabin Use Cases: A Survey
  49. Shallow-UWnet : Compressed Model for Underwater Image Enhancement
  50. Model Extraction and Defenses on Generative Adversarial Networks
  51. Geometric Entropic Exploration
  52. Unified Learning Approach for Egocentric Hand Gesture Recognition and Fingertip Detection
  53. TextBox: A Unified, Modularized, and Extensible Framework for Text Generation
  54. Deep Reinforcement Learning with Quantum-inspired Experience Replay
  55. Weakly-Supervised Multi-Face 3D Reconstruction
  56. Cross-Validation and Uncertainty Determination for Randomized Neural Networks with Applications to Mobile Sensors
  57. Multi-object Tracking with a Hierarchical Single-branch Network
  58. Ensemble and Random Collaborative Representation-Based Anomaly Detector for Hyperspectral Imagery
  59. Predicting Forest Fire Using Remote Sensing Data And Machine Learning
  60. Weighted Ensemble-model and Network Analysis: A method to predict fluid intelligence via naturalistic functional connectivity
  61. A Lower Bound on DNNF Encodings of Pseudo-Boolean Constraints
  62. Curriculum-Meta Learning for Order-Robust Continual Relation Extraction
  63. Phase Transitions in Transfer Learning for High-Dimensional Perceptrons
  64. SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering
  65. Line Segment Detection Using Transformers without Edges
  66. Deep Neural Network Based Relation Extraction: An Overview
  67. Comparing Classification Models on Kepler Data
  68. Interspeech 2021 Deep Noise Suppression Challenge
  69. IPLS : A Framework for Decentralized Federated Learning
  70. Exploring Semi-Supervised Learning for Predicting Listener Backchannels
  71. Taxonomy Completion via Triplet Matching Network
  72. A New Weighting Scheme for Fan-beam and Circle Cone-beam CT Reconstructions
  73. Statistical learning for accurate and interpretable battery lifetime prediction
  74. Off-Policy Meta-Reinforcement Learning Based on Feature Embedding Spaces
  75. On-Device Document Classification using multimodal features
  76. 3D Convolutional Selective Autoencoder For Instability Detection in Combustion Systems
  77. The data synergy effects of time-series deep learning models in hydrology
  78. Smile and Laugh Expressions Detection Based on Local Minimum Key Points
  79. Multi-Stage Residual Hiding for Image-into-Audio Steganography
  80. dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference
  81. Biosensors and Machine Learning for Enhanced Detection, Stratification, and Classification of Cells: A Review
  82. Constrained Block Nonlinear Neural Dynamical Models
  83. Environment Transfer for Distributed Systems
  84. TGCN: Time Domain Graph Convolutional Network for Multiple Objects Tracking
  85. One-shot Policy Elicitation via Semantic Reward Manipulation
  86. Reinforcement Learning with Latent Flow
  87. Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings
  88. Node2Seq: Towards Trainable Convolutions in Graph Neural Networks
  89. Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks
  90. Mesh Reconstruction from Aerial Images for Outdoor Terrain Mapping Using Joint 2D-3D Learning
  91. ISETAuto: Detecting vehicles with depth and radiance information
  92. CNN-based Ego-Motion Estimation for Fast MAV Maneuvers
  93. Risk markers by sex for in-hospital mortality in patients with acute coronary syndrome: a machine learning approach
  94. Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI