mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 22 Jan 2021

111 papers

  1. Maximum Likelihood Training of Score-Based Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  2. Prior Preference Learning from Experts:Designing a Reward with Active InferenceLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  3. Social and behavioral determinants of health in the era of artificial intelligence with electronic health records: A scoping review
  4. Baseline Pruning-Based Approach to Trojan Detection in Neural Networks
  5. Neural networks for Anatomical Therapeutic Chemical (ATC) classification
  6. Using Finite-State Machines to Automatically Scan Classical Greek Hexameter
  7. SkillNER: Mining and Mapping Soft Skills from any Text
  8. On managing vulnerabilities in AI/ML systems
  9. HANA: A HAndwritten NAme Database for Offline Handwritten Text Recognition
  10. A Review on Deep Learning in UAV Remote Sensing
  11. Application of Lexical Features Towards Improvement of Filipino Readability Identification of Children's Literature
  12. Surrogate Models for Optimization of Dynamical Systems
  13. Fringe News Networks: Dynamics of US News Viewership following the 2020 Presidential Election
  14. SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees
  15. The Role of Edges in Line Drawing Perception
  16. Slot Self-Attentive Dialogue State Tracking
  17. Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection
  18. On the Local Linear Rate of Consensus on the Stiefel Manifold
  19. BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets
  20. AI-Empowered VNF Migration as a Cost-Loss-Effective Solution for Network Resilience
  21. A Comprehensive Survey on Hardware-Aware Neural Architecture Search
  22. Theory of Mind for Deep Reinforcement Learning in Hanabi
  23. Generating Black-Box Adversarial Examples in Sparse Domain
  24. Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation
  25. A systematic literature review on state-of-the-art deep learning methods for process prediction
  26. Machine Learning in LiDAR 3D point clouds
  27. Tighter expected generalization error bounds via Wasserstein distance
  28. k-Neighbor Based Curriculum Sampling for Sequence Prediction
  29. Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer
  30. Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification
  31. i-Algebra: Towards Interactive Interpretability of Deep Neural Networks
  32. A Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks
  33. Safe Learning Reference Governor: Theory and Application to Fuel Truck Rollover Avoidance
  34. Censorship of Online Encyclopedias: Implications for NLP Models
  35. Predicting Autism Spectrum Disorder Using Machine Learning Classifiers
  36. Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9
  37. Representation of Context-Specific Causal Models with Observational and Interventional Data
  38. Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning
  39. Extracting Lifestyle Factors for Alzheimer's Disease from Clinical Notes Using Deep Learning with Weak Supervision
  40. Expression Recognition Analysis in the Wild
  41. Where does the Stimulus go? Deep Generative Model for Commercial Banking Deposits
  42. Nigraha: Machine-learning based pipeline to identify and evaluate planet candidates from TESS
  43. Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence
  44. Graphical Models for Financial Time Series and Portfolio Selection
  45. Differentiable Trust Region Layers for Deep Reinforcement Learning
  46. It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports
  47. Dense outlier detection and open-set recognition based on training with noisy negative images
  48. Gravity Optimizer: a Kinematic Approach on Optimization in Deep Learning
  49. Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data
  50. Estimating α-Rank by Maximizing Information Gain
  51. Understanding Visual Saliency in Mobile User Interfaces
  52. Sparsistent filtering of comovement networks from high-dimensional data
  53. The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers
  54. Streaming Models for Joint Speech Recognition and Translation
  55. Traffic Flow Estimation using LTE Radio Frequency Counters and Machine Learning
  56. A Study of Continuous Vector Representationsfor Theorem Proving
  57. Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design
  58. Solving the Same-Different Task with Convolutional Neural Networks
  59. Will Artificial Intelligence supersede Earth System and Climate Models?
  60. A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images
  61. Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach
  62. The heads hypothesis: A unifying statistical approach towards understanding multi-headed attention in BERT
  63. Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions
  64. Adaptive Neighbourhoods for the Discovery of Adversarial Examples
  65. A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization
  66. Towards Enhancing Fine-grained Details for Image Matting
  67. Deepfakes and the 2020 US elections: what (did not) happen
  68. A shallow neural model for relation prediction
  69. Exploiting Beam Search Confidence for Energy-Efficient Speech Recognition
  70. Evaluation Discrepancy Discovery: A Sentence Compression Case-study
  71. Lexical semantic change for Ancient Greek and Latin
  72. Query Abandonment Prediction with Recurrent Neural Models of Mouse Cursor Movements
  73. Rethinking Domain Generalization Baselines
  74. DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation
  75. A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations
  76. Adversarial Laws of Large Numbers and Optimal Regret in Online Classification
  77. Chemistry42: An AI-based platform for de novo molecular design
  78. Selfish Sparse RNN Training
  79. Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric
  80. A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric
  81. Enhanced word embeddings using multi-semantic representation through lexical chains
  82. B-DRRN: A Block Information Constrained Deep Recursive Residual Network for Video Compression Artifacts Reduction
  83. Unsupervised Technical Domain Terms Extraction using Term Extractor
  84. Personal Fixations-Based Object Segmentation with Object Localization and Boundary Preservation
  85. Multilingual Pre-Trained Transformers and Convolutional NN Classification Models for Technical Domain Identification
  86. Does a Hybrid Neural Network based Feature Selection Model Improve Text Classification?
  87. HASOCOne@FIRE-HASOC2020: Using BERT and Multilingual BERT models for Hate Speech Detection
  88. CMSAOne@Dravidian-CodeMix-FIRE2020: A Meta Embedding and Transformer model for Code-Mixed Sentiment Analysis on Social Media Text
  89. Linear Regression with Distributed Learning: A Generalization Error Perspective
  90. Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net
  91. Cross Chest Graph for Disease Diagnosis with Structural Relational Reasoning
  92. Progressive Image Super-Resolution via Neural Differential Equation
  93. Artificial intelligence prediction of stock prices using social media
  94. Nonstationary Stochastic Multiarmed Bandits: UCB Policies and Minimax Regret
  95. Visual Question Answering based on Local-Scene-Aware Referring Expression Generation
  96. A novel DL approach to PE malware detection: exploring Glove vectorization, MCC_RCNN and feature fusion
  97. Human Interaction Recognition Framework based on Interacting Body Part Attention
  98. Knowledge Graph Completion with Text-aided Regularization
  99. Bayesian hierarchical stacking: Some models are (somewhere) useful
  100. Enriching Non-Autoregressive Transformer with Syntactic and SemanticStructures for Neural Machine Translation
All 111
  1. Hessian-Aware Pruning and Optimal Neural Implant
  2. AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse Data
  3. A Two-stream Neural Network for Pose-based Hand Gesture Recognition
  4. Differentially Private SGD with Non-Smooth Losses
  5. Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization
  6. SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples
  7. A Two-Stage Deep Learning Detection Classifier for the ATLAS Asteroid Survey
  8. Single Neuron Segmentation using Graph-based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images
  9. Applications of artificial intelligence in drug development using real-world data
  10. Iterative Optimisation with an Innovation CNN for Pose Refinement
  11. Generative Replay-based Continual Zero-Shot Learning