mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 12 Feb 2022

81 papers

  1. Robust Learning from Observation with Model MisspecificationOffline RL and imitation learning from data → Imitation learning methods
  2. Physics-Guided Problem Decomposition for Scaling Deep Learning of High-dimensional Eigen-Solvers: The Case of Schr"odinger's EquationMixture-of-experts → MoE theory and gating functions
  3. Memory-augmented Deep Unfolding Network for Guided Image Super-resolution
  4. Proximal PanNet: A Model-Based Deep Network for Pansharpening
  5. Double-Barreled Question Detection at Momentive
  6. Benchmark Assessment for DeepSpeed Optimization Library
  7. Beyond Trading Data: The Hidden Influence of Public Awareness and Interest on Cryptocurrency Volatility
  8. Fuzzy Pooling
  9. SemiRetro: Semi-template framework boosts deep retrosynthesis prediction
  10. Typography-MNIST (TMNIST): an MNIST-Style Image Dataset to Categorize Glyphs and Font-Styles
  11. Reversible data hiding with dual pixel-value-ordering and1minimum prediction error expansion
  12. Perspectives on risk prioritization of data center vulnerabilities using rank aggregation and multi-objective optimization
  13. Excitement Surfeited Turns to Errors: Deep Learning Testing Framework Based on Excitable Neurons
  14. An Automated Analysis Framework for Trajectory Datasets
  15. State of AI Ethics Report (Volume 6, February 2022)
  16. DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis
  17. Towards Best Practice of Interpreting Deep Learning Models for EEG-based Brain Computer Interfaces
  18. Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference
  19. InfraredTags: Embedding Invisible AR Markers and Barcodes Using Low-Cost, Infrared-Based 3D Printing and Imaging Tools
  20. Evolving Neural Networks with Optimal Balance between Information Flow and Connections Cost
  21. Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation
  22. The Impact of Using Regression Models to Build Defect Classifiers
  23. Analysis of Dual-Based PID Controllers through Convolutional Mirror Descent
  24. Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits
  25. Adaptive Bandit Convex Optimization with Heterogeneous Curvature
  26. Automatic Issue Classifier: A Transfer Learning Framework for Classifying Issue Reports
  27. Impact of Discretization Noise of the Dependent variable on Machine Learning Classifiers in Software Engineering
  28. Learning Revenue Maximization using Posted Prices for Stochastic Strategic Patient Buyers
  29. Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation
  30. MIONet: Learning multiple-input operators via tensor product
  31. No-Regret Bayesian Recommendation to Homogeneous Users
  32. Semantic-Oriented Unlabeled Priming for Large-Scale Language Models
  33. RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph
  34. Grasp-and-Lift Detection from EEG Signal Using Convolutional Neural Network
  35. Breast Cancer Detection using Histopathological Images
  36. On Federated Learning with Energy Harvesting Clients
  37. Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training
  38. Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network
  39. A Review of Deep Learning-based Approaches for Deepfake Content Detection
  40. TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding
  41. NeuVV: Neural Volumetric Videos with Immersive Rendering and Editing
  42. From the String Landscape to the Mathematical Landscape: a Machine-Learning Outlook
  43. Online V2X Scheduling for Raw-Level Cooperative Perception
  44. EREBA: Black-box Energy Testing of Adaptive Neural Networks
  45. Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning
  46. Recognition-free Question Answering on Handwritten Document Collections
  47. Text and Image Guided 3D Avatar Generation and Manipulation
  48. Indication as Prior Knowledge for Multimodal Disease Classification in Chest Radiographs with Transformers
  49. Classification of Microscopy Images of Breast Tissue: Region Duplication based Self-Supervision vs. Off-the Shelf Deep Representations
  50. Predicting Pollution Level Using Random Forest: A Case Study of Marilao River in Bulacan Province, Philippines
  51. Depth-Cooperated Trimodal Network for Video Salient Object Detection
  52. Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression
  53. Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning
  54. USTED: Improving ASR with a Unified Speech and Text Encoder-Decoder
  55. RoPGen: Towards Robust Code Authorship Attribution via Automatic Coding Style Transformation
  56. A multi-task semi-supervised framework for Text2Graph & Graph2Text
  57. Neural NID Rules
  58. Deep Performer: Score-to-Audio Music Performance Synthesis
  59. OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression
  60. End-to-end Reinforcement Learning of Robotic Manipulation with Robust Keypoints Representation
  61. Fun Selfie Filters in Face Recognition: Impact Assessment and Removal
  62. Towards Continuous Consistency Axiom
  63. Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian Retrieval
  64. Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam
  65. What Makes Good Contrastive Learning on Small-Scale Wearable-based Tasks?
  66. Mixture of Online and Offline Experts for Non-stationary Time Series
  67. RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework
  68. Uncalibrated Models Can Improve Human-AI Collaboration
  69. Robust Deep Semi-Supervised Learning: A Brief Introduction
  70. Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment
  71. Improving Contextual Coherence in Variational Personalized and Empathetic Dialogue Agents
  72. Private Adaptive Optimization with Side Information
  73. High-throughput discovery of chemical structure-polarity relationships combining automation and machine learning techniques
  74. Audio-Visual Fusion Layers for Event Type Aware Video Recognition
  75. Formalization of a Stochastic Approximation Theorem
  76. Confident AI
  77. Open-set Adversarial Defense with Clean-Adversarial Mutual Learning
  78. Artificial Intelligence and Auction Design
  79. Artificial Intelligence and Spontaneous Collusion
  80. Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention
  81. Domain-Invariant Proposals based on a Balanced Domain Classifier for Object Detection