mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 7 Mar 2021

83 papers

  1. A Lower Bound for the Sample Complexity of Inverse Reinforcement LearningOffline RL and imitation learning from data → Inverse reinforcement learning
  2. Markov Cricket: Using Forward and Inverse Reinforcement Learning to Model, Predict And Optimize Batting Performance in One-Day International CricketLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF +1
  3. Learning Human Rewards by Inferring Their Latent Intelligence Levels in Multi-Agent Games: A Theory-of-Mind Approach with Application to Driving DataEnd-to-end autonomous driving → Imitation-learning end-to-end planners +1
  4. T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text ClassificationLLM safety and security → Backdoor and data poisoning attacks
  5. On Ensemble Learning
  6. Sentiment Analysis for Troll Detection on Weibo
  7. Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes
  8. Ensemble approach for detection of depression using EEG features
  9. Hybrid Model with Time Modeling for Sequential Recommender Systems
  10. A Comparison of Word2Vec, HMM2Vec, and PCA2Vec for Malware Classification
  11. Cluster Analysis of Malware Family Relationships
  12. Word Embedding Techniques for Malware Evolution Detection
  13. Continual Developmental Neurosimulation Using Embodied Computational Agents
  14. Universal Adversarial Perturbations and Image Spam Classifiers
  15. CNN-based Spoken Term Detection and Localization without Dynamic Programming
  16. Optimized Object Tracking Technique Using Kalman Filter
  17. Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM)
  18. Use square root affinity to regress labels in semantic segmentation
  19. Deep learning-based super-resolution fluorescence microscopy on small datasets
  20. Adaptive-Control-Oriented Meta-Learning for Nonlinear Systems
  21. Convolutional Graph-Tensor Net for Graph Data Completion
  22. Local word statistics affect reading times independently of surprisal
  23. Efficient Model Performance Estimation via Feature Histories
  24. Toward Semi-Automatic Misconception Discovery Using Code Embeddings
  25. Adaptive Agent Architecture for Real-time Human-Agent Teaming
  26. Usability Evaluation for Online Professional Search in the Dutch Archaeology Domain
  27. Insta-RS: Instance-wise Randomized Smoothing for Improved Robustness and Accuracy
  28. TransBTS: Multimodal Brain Tumor Segmentation Using Transformer
  29. Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications
  30. The Effect of Q-function Reuse on the Total Regret of Tabular, Model-Free, Reinforcement Learning
  31. Escaping Saddle Points with Stochastically Controlled Stochastic Gradient Methods
  32. Multimodal VAE Active Inference Controller
  33. What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels
  34. Improving Text-to-SQL with Schema Dependency Learning
  35. A Retrospective Approximation Approach for Smooth Stochastic Optimization
  36. CORe: Capitalizing On Rewards in Bandit Exploration
  37. Automatic Difficulty Classification of Arabic Sentences
  38. Automatic Flare Spot Artifact Detection and Removal in Photographs
  39. Repurposing GANs for One-shot Semantic Part Segmentation
  40. Coverage based testing for V&V and Safety Assurance of Self-driving Autonomous Vehicles: A Systematic Literature Review
  41. IRON: Invariant-based Highly Robust Point Cloud Registration
  42. Feedback Refined Local-Global Network for Super-Resolution of Hyperspectral Imagery
  43. Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data
  44. Learning a State Representation and Navigation in Cluttered and Dynamic Environments
  45. Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees
  46. Graph Force Learning
  47. Network Representation Learning: From Traditional Feature Learning to Deep Learning
  48. Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification
  49. Measuring Discrimination to Boost Comparative Testing for Multiple Deep Learning Models
  50. Auto-tuning of Deep Neural Networks by Conflicting Layer Removal
  51. Pose Discrepancy Spatial Transformer Based Feature Disentangling for Partial Aspect Angles SAR Target Recognition
  52. The impact of online machine-learning methods on long-term investment decisions and generator utilization in electricity markets
  53. Implementing graph neural networks with TensorFlow-Keras
  54. ERASOR: Egocentric Ratio of Pseudo Occupancy-based Dynamic Object Removal for Static 3D Point Cloud Map Building
  55. Expert System Gradient Descent Style Training: Development of a Defensible Artificial Intelligence Technique
  56. Joint Coding and Scheduling Optimization for Distributed Learning over Wireless Edge Networks
  57. Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain
  58. Learn to Differ: Sim2Real Small Defection Segmentation Network
  59. Orthogonal Attention: A Cloze-Style Approach to Negation Scope Resolution
  60. MTLHealth: A Deep Learning System for Detecting Disturbing Content in Student Essays
  61. RFN-Nest: An end-to-end residual fusion network for infrared and visible images
  62. Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation
  63. Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases
  64. Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition
  65. Routing Towards Discriminative Power of Class Capsules
  66. Robust Reflection Removal with Reflection-free Flash-only Cues
  67. Deepfake Videos in the Wild: Analysis and Detection
  68. ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring
  69. High-Resolution Segmentation of Tooth Root Fuzzy Edge Based on Polynomial Curve Fitting with Landmark Detection
  70. Student-Teacher Feature Pyramid Matching for Anomaly Detection
  71. Robust Point Cloud Registration Framework Based on Deep Graph Matching
  72. Greedy Approximation Algorithms for Active Sequential Hypothesis Testing
  73. RNA Alternative Splicing Prediction with Discrete Compositional Energy Network
  74. Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications
  75. Estimating and Improving Fairness with Adversarial Learning
  76. Graph-based Pyramid Global Context Reasoning with a Saliency-aware Projection for COVID-19 Lung Infections Segmentation
  77. GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor Environments
  78. Translating the Unseen? Yoruba-English MT in Low-Resource, Morphologically-Unmarked Settings
  79. MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection
  80. TypeShift: A User Interface for Visualizing the Typing Production Process
  81. Spectral Tensor Train Parameterization of Deep Learning Layers
  82. Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction
  83. Hierarchical Causal Bandit