mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 19 Mar 2022

91 papers

  1. Teachable Reinforcement Learning via Advice DistillationOffline RL and imitation learning from data → Imitation learning methods
  2. Learning to Reason Deductively: Math Word Problem Solving as Complex Relation ExtractionLLM reasoning → Mathematical reasoning
  3. FaiRR: Faithful and Robust Deductive Reasoning over Natural LanguageLLM reasoning → Reasoning benchmarks and evaluation
  4. ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningLLM reasoning → Multimodal reasoning
  5. Emulating Quantum Dynamics with Neural Networks via Knowledge DistillationKnowledge distillation → Graph neural network distillation
  6. Radiology Text Analysis System (RadText): Architecture and Evaluation
  7. Machine Learning-based Anomaly Detection in Optical Fiber Monitoring
  8. Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory
  9. Convolutional Neural Networks for Reflective Event Detection and Characterization in Fiber Optical Links Given Noisy OTDR Signals
  10. Lifetime Prediction of 1550 nm DFB Laser using Machine learning Techniques
  11. Decision-making of Emergent Incident based on P-MADDPG
  12. Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory
  13. PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression
  14. A Hybrid CNN-LSTM Approach for Laser Remaining Useful Life Prediction
  15. Federated Learning Approach for Lifetime Prediction of Semiconductor Lasers
  16. The Deep Learning model of Higher-Lower-Order Cognition, Memory, and Affection- More General Than KAN
  17. Machine Learning based Laser Failure Mode Detection
  18. Machine Learning based Data Driven Diagnostic and Prognostic Approach for Laser Reliability Enhancement
  19. Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks
  20. CNNs and Transformers Perceive Hybrid Images Similar to Humans
  21. Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach
  22. Efficient Neural Network Analysis with Sum-of-Infeasibilities
  23. Exploiting Neighbor Effect: Conv-Agnostic GNNs Framework for Graphs with Heterophily
  24. Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model
  25. Language-Preserving Reduction Rules for Block-Structured Workflow Nets
  26. Anomaly Detection in Emails using Machine Learning and Header Information
  27. Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning
  28. PressureVision: Estimating Hand Pressure from a Single RGB Image
  29. Data Smells: Categories, Causes and Consequences, and Detection of Suspicious Data in AI-based Systems
  30. Lazy Rearrangement Planning in Confined Spaces
  31. On Robust Prefix-Tuning for Text Classification
  32. A naive method to discover directions in the StyleGAN2 latent space
  33. The Online Behaviour of the Algerian Abusers in Social Media Networks
  34. Deep Learning Generalization, Extrapolation, and Over-parameterization
  35. Domain Representative Keywords Selection: A Probabilistic Approach
  36. Towards Device Efficient Conditional Image Generation
  37. Multi-Domain Multi-Definition Landmark Localization for Small Datasets
  38. Meta-Learning for Online Update of Recommender Systems
  39. The Sandbox Environment for Generalizable Agent Research (SEGAR)
  40. CLRNet: Cross Layer Refinement Network for Lane Detection
  41. Font Generation with Missing Impression Labels
  42. Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense
  43. No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection
  44. Automatic Detection of Entity-Manipulated Text using Factual Knowledge
  45. Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation
  46. Understanding COVID-19 News Coverage using Medical NLP
  47. TO-FLOW: Efficient Continuous Normalizing Flows with Temporal Optimization adjoint with Moving Speed
  48. Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation
  49. Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm
  50. Implicit Parameter-free Online Learning with Truncated Linear Models
  51. Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models
  52. Sequence-to-Sequence Knowledge Graph Completion and Question Answering
  53. Practical Recommendations for Replay-based Continual Learning Methods
  54. Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging
  55. Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection from Point Clouds
  56. Modelling nonlinear dependencies in the latent space of inverse scattering
  57. PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs
  58. When regression coefficients change over time: A proposal
  59. Exploring the impact of spatiotemporal granularity on the demand prediction of dynamic ride-hailing
  60. Neural Machine Translation with Phrase-Level Universal Visual Representations
  61. Incremental Few-Shot Learning via Implanting and Compressing
  62. From meaning to perception -- exploring the space between word and odor perception embeddings
  63. Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation
  64. Adversarial Defense via Image Denoising with Chaotic Encryption
  65. Multi-channel CNN to classify nepali covid-19 related tweets using hybrid features
  66. Clickbait Spoiling via Question Answering and Passage Retrieval
  67. Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily
  68. Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation
  69. Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech Recognition
  70. Assessing Gender Bias in Predictive Algorithms using eXplainable AI
  71. DiSECt: A Differentiable Simulator for Parameter Inference and Control in Robotic Cutting
  72. Perturbation Analysis of Randomized SVD and its Applications to Statistics
  73. Representation-Agnostic Shape Fields
  74. TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations
  75. Dependency-based Mixture Language Models
  76. Read Top News First: A Document Reordering Approach for Multi-Document News Summarization
  77. Similarity and Content-based Phonetic Self Attention for Speech Recognition
  78. Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation
  79. Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension
  80. HIPA: Hierarchical Patch Transformer for Single Image Super Resolution
  81. DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition
  82. DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine
  83. Convergence Error Analysis of Reflected Gradient Langevin Dynamics for Globally Optimizing Non-Convex Constrained Problems
  84. Thompson Sampling on Asymmetric α-Stable Bandits
  85. Volkit: A Performance-Portable Computer Vision Library for 3D Volumetric Data
  86. Unsupervised Learning of 3D Semantic Keypoints with Mutual Reconstruction
  87. SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition
  88. Conjugate Gradient Adaptive Learning with Tukey's Biweight M-Estimate
  89. Inferring topological transitions in pattern-forming processes with self-supervised learning
  90. Relationformer: A Unified Framework for Image-to-Graph Generation
  91. Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation