mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 9 Apr 2021

128 papers

  1. Inverse Reinforcement Learning: A Control Lyapunov ApproachOffline RL and imitation learning from data → Inverse reinforcement learning
  2. Counter-Strike Deathmatch with Large-Scale Behavioural CloningOffline RL and imitation learning from data → Imitation learning methods
  3. Transformers: "The End of History" for NLP?
  4. Assessment of the influence of features on a classification problem: an application to COVID-19 patients
  5. A Framework for Ethical AI at the United Nations
  6. The Effects of Air Quality on the Spread of the COVID-19 Pandemic in Italy: An Artificial Intelligence Approach
  7. Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories
  8. Particle swarm optimization in constrained maximum likelihood estimation a case study
  9. Comprehensive systematic review into combinations of artificial intelligence, human factors, and automation
  10. KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding
  11. Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques
  12. Signal Processing and Machine Learning Techniques for Terahertz Sensing: An Overview
  13. SFE-Net: EEG-based Emotion Recognition with Symmetrical Spatial Feature Extraction
  14. Detecting False Data Injection Attacks in Smart Grids with Modeling Errors: A Deep Transfer Learning Based Approach
  15. Deep Transformer Networks for Time Series Classification: The NPP Safety Case
  16. Trusting small training dataset for supervised change detection
  17. Out-of-distribution detection in satellite image classification
  18. Tensor Network for Supervised Learning at Finite Temperature
  19. Symmetry reduction for deep reinforcement learning active control of chaotic spatiotemporal dynamics
  20. DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales
  21. Fast and Efficient Locomotion via Learned Gait Transitions
  22. CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo
  23. Pixel Codec Avatars
  24. TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation
  25. DexYCB: A Benchmark for Capturing Hand Grasping of Objects
  26. WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans
  27. Accented Speech Recognition Inspired by Human Perception
  28. Deep Time Series Forecasting with Shape and Temporal Criteria
  29. RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes
  30. Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning
  31. Text2Chart: A Multi-Staged Chart Generator from Natural Language Text
  32. Smart and Secure CAV Networks Empowered by AI-Enabled Blockchain: The Next Frontier for Intelligent Safe Driving Assessment
  33. Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms
  34. Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling
  35. Lookup-Table Recurrent Language Models for Long Tail Speech Recognition
  36. UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering
  37. High-Throughput Virtual Screening of Small Molecule Inhibitors for SARS-CoV-2 Protein Targets with Deep Fusion Models
  38. One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring
  39. Uncovering commercial activity in informal cities
  40. Understanding Event-Generation Networks via Uncertainties
  41. Neural RGB-D Surface Reconstruction
  42. Coordinate descent heuristics for the irregular strip packing problem of rasterized shapes
  43. Chest X-Ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings
  44. AdCOFE: Advanced Contextual Feature Extraction in Conversations for emotion classification
  45. Connecting Attributions and QA Model Behavior on Realistic Counterfactuals
  46. Chinese Character Decomposition for Neural MT with Multi-Word Expressions
  47. Class-Wise Principal Component Analysis for hyperspectral image feature extraction
  48. Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks
  49. Language model fusion for streaming end to end speech recognition
  50. A Data-Driven Approach to Full-Field Damage and Failure Pattern Prediction in Microstructure-Dependent Composites using Deep Learning
  51. Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features
  52. Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning
  53. Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM
  54. Did they answer? Subjective acts and intents in conversational discourse
  55. Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking
  56. Bootstrapping Semantic Segmentation with Regional Contrast
  57. Protein sequence design with deep generative models
  58. Unsupervised Class-Incremental Learning Through Confusion
  59. Relating Adversarially Robust Generalization to Flat Minima
  60. A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline
  61. Benchmarking Scene Text Recognition in Devanagari, Telugu and Malayalam
  62. Larger-Context Tagging: When and Why Does It Work?
  63. Ice Core Science Meets Computer Vision: Challenges and Perspectives
  64. Studying Alignment in a Collaborative Learning Activity via Automatic Methods: The Link Between What We Say and Do
  65. Behavior-Guided Actor-Critic: Improving Exploration via Learning Policy Behavior Representation for Deep Reinforcement Learning
  66. SVDistNet: Self-Supervised Near-Field Distance Estimation on Surround View Fisheye Cameras
  67. Provable Repair of Deep Neural Networks
  68. Towards objectively evaluating the quality of generated medical summaries
  69. Learning Sampling Policy for Faster Derivative Free Optimization
  70. A preliminary study on evaluating Consultation Notes with Post-Editing
  71. Flow-based Spatio-Temporal Structured Prediction of Motion Dynamics
  72. Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding
  73. CondenseNet V2: Sparse Feature Reactivation for Deep Networks
  74. Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge
  75. Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML
  76. Video-aided Unsupervised Grammar Induction
  77. Multimodal Face Synthesis from Visual Attributes
  78. Rock Hunting With Martian Machine Vision
  79. Implementing Fair Regression In The Real World
  80. A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs
  81. Distributed Bayesian Online Learning for Cooperative Manipulation
  82. Learning Position and Target Consistency for Memory-based Video Object Segmentation
  83. CropGym: a Reinforcement Learning Environment for Crop Management
  84. Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling
  85. Noisy-Labeled NER with Confidence Estimation
  86. CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching
  87. Context-self contrastive pretraining for crop type semantic segmentation
  88. Annotating and Modeling Fine-grained Factuality in Summarization
  89. On Architectures and Training for Raw Waveform Feature Extraction in ASR
  90. Transforming Feature Space to Interpret Machine Learning Models
  91. Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps
  92. MLF-SC: Incorporating multi-layer features to sparse coding for anomaly detection
  93. Direct Differentiable Augmentation Search
  94. Batch Monte Carlo Tree Search
  95. GATSBI: Generative Agent-centric Spatio-temporal Object Interaction
  96. Morpho-evolution with learning using a controller archive as an inheritance mechanism
  97. Reversible Watermarking in Deep Convolutional Neural Networks for Integrity Authentication
  98. Skeleton-based Hand-Gesture Recognition with Lightweight Graph Convolutional Networks
  99. How rotational invariance of common kernels prevents generalization in high dimensions
  100. Incorporating External Knowledge to Enhance Tabular Reasoning
All 128
  1. Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key
  2. Granger Causality Based Hierarchical Time Series Clustering for State Estimation
  3. TaylorMade VDD: Domain-adaptive Visual Defect Detector for High-mix Low-volume Production of Non-convex Cylindrical Metal Objects
  4. A Riemannian smoothing steepest descent method for non-Lipschitz optimization on submanifolds
  5. BERT-based Chinese Text Classification for Emergency Domain with a Novel Loss Function
  6. Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model
  7. INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision]
  8. Reinforced Attention for Few-Shot Learning and Beyond
  9. SI-Score: An image dataset for fine-grained analysis of robustness to object location, rotation and size
  10. Robust Training of Social Media Image Classification Models for Rapid Disaster Response
  11. FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework
  12. X2CT-FLOW: Maximum a posteriori reconstruction using a progressive flow-based deep generative model for ultra sparse-view computed tomography in ultra low-dose protocols
  13. Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning
  14. Stereo Matching by Self-supervision of Multiscopic Vision
  15. The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation
  16. Combined Depth Space based Architecture Search For Person Re-identification
  17. eGAN: Unsupervised approach to class imbalance using transfer learning
  18. Spatially-Varying Outdoor Lighting Estimation from Intrinsics
  19. Sequential Online Chore Division for Autonomous Vehicle Convoy Formation
  20. Individual Explanations in Machine Learning Models: A Case Study on Poverty Estimation
  21. Individual Explanations in Machine Learning Models: A Survey for Practitioners
  22. FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search
  23. Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS
  24. An Empirical Comparison of Instance Attribution Methods for NLP
  25. Design and Implementation of English To Yor`ub'a Verb Phrase Machine Translation System
  26. Towards Agrobots: Trajectory Control of an Autonomous Tractor Using Type-2 Fuzzy Logic Controllers
  27. Fast, Smart Neuromorphic Sensors Based on Heterogeneous Networks and Mixed Encodings
  28. Self-Weighted Ensemble Method to Adjust the Influence of Individual Models based on Reliability