mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 28 Dec 2021

85 papers

  1. Efficient Performance Bounds for Primal-Dual Reinforcement Learning from DemonstrationsOffline RL and imitation learning from data → Inverse reinforcement learning
  2. Online Adversarial Knowledge Distillation for Graph Neural NetworksKnowledge distillation → Graph neural network distillation
  3. Learning Based Task Offloading in Digital Twin Empowered Internet of Vehicles
  4. Demand-Driven Asset Reutilization Analytics
  5. Learning Logic Programs From Noisy Failures
  6. Cognitive Computing to Optimize IT Services
  7. Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time
  8. Automatic Pharma News Categorization
  9. Uncertainty Detection and Reduction in Neural Decoding of EEG Signals
  10. A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs
  11. Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows
  12. Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction
  13. GANISP: a GAN-assisted Importance SPlitting Probability Estimator
  14. Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models
  15. Adversarial Learning for Incentive Optimization in Mobile Payment Marketing
  16. Robustness and risk management via distributional dynamic programming
  17. Proceedings of the 13th International Conference on Automated Deduction in Geometry
  18. Frame invariance and scalability of neural operators for partial differential equations
  19. Video Reconstruction from a Single Motion Blurred Image using Learned Dynamic Phase Coding
  20. Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback
  21. 360deg Optical Flow using Tangent Images
  22. Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora
  23. Multi-Head Deep Metric Learning Using Global and Local Representations
  24. Brain Tumor Classification by Cascaded Multiscale Multitask Learning Framework Based on Feature Aggregation
  25. Mirror Matching: Document Matching Approach in Seed-driven Document Ranking for Medical Systematic Reviews
  26. FRIDA -- Generative Feature Replay for Incremental Domain Adaptation
  27. Improving Prediction of Cognitive Performance using Deep Neural Networks in Sparse Data
  28. Ensemble Recognition in Reproducing Kernel Hilbert Spaces through Aggregated Measurements
  29. Time-Incremental Learning from Data Using Temporal Logics
  30. DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification
  31. Multimodal perception for dexterous manipulation
  32. Beta-VAE Reproducibility: Challenges and Extensions
  33. Nested Nonparametric Instrumental Variable Regression
  34. Robust Convergence in Federated Learning through Label-wise Clustering
  35. An AGM Approach to Revising Preferences
  36. TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification
  37. AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition
  38. Multitask Learning and Bandits via Robust Statistics
  39. Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks
  40. Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method
  41. Exponential Family Model-Based Reinforcement Learning via Score Matching
  42. Robust Security Analysis Based on Random Geometry Theory for Satellite-Terrestrial-Vehicle Network
  43. A Survey on Gender Bias in Natural Language Processing
  44. Skin feature point tracking using deep feature encodings
  45. Processing M.A. Castr'en's Materials: Multilingual Typed and Handwritten Manuscripts
  46. Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience
  47. Fostering the Robustness of White-Box Deep Neural Network Watermarks by Neuron Alignment
  48. Extended Self-Critical Pipeline for Transforming Videos to Text (TRECVID-VTT Task 2021) -- Team: MMCUniAugsburg
  49. Synchronized Audio-Visual Frames with Fractional Positional Encoding for Transformers in Video-to-Text Translation
  50. APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers
  51. Embodied Learning for Lifelong Visual Perception
  52. Financial Vision Based Differential Privacy Applications
  53. Unsupervised Domain Adaptation for Constraining Star Formation Histories
  54. Investigating Shifts in GAN Output-Distributions
  55. DetarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration
  56. Deep neural networks for solving forward and inverse problems of (2+1)-dimensional nonlinear wave equations with rational solitons
  57. DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations
  58. SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma
  59. Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-Identification
  60. The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection
  61. Towards Low Light Enhancement with RAW Images
  62. Multilayer Graph Contrastive Clustering Network
  63. Semi-supervised Salient Object Detection with Effective Confidence Estimation
  64. Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking
  65. GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference
  66. Solving time dependent Fokker-Planck equations via temporal normalizing flow
  67. To Supervise or Not: How to Effectively Learn Wireless Interference Management Models?
  68. Multi-Band Wi-Fi Sensing with Matched Feature Granularity
  69. Towards Relatable Explainable AI with the Perceptual Process
  70. Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention
  71. Associative Adversarial Learning Based on Selective Attack
  72. Deep-CNN based Robotic Multi-Class Under-Canopy Weed Control in Precision Farming
  73. LatteGAN: Visually Guided Language Attention for Multi-Turn Text-Conditioned Image Manipulation
  74. Relative velocity-based reward functions for crowd navigation of robots
  75. Siamese Network with Interactive Transformer for Video Object Segmentation
  76. Quaternion-based dynamic mode decomposition for background modeling in color videos
  77. Exploiting Fine-grained Face Forgery Clues via Progressive Enhancement Learning
  78. A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning
  79. HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation
  80. LINDA: Unsupervised Learning to Interpolate in Natural Language Processing
  81. Online Allocation Problem with Two-sided Resource Constraints
  82. A Preordered RNN Layer Boosts Neural Machine Translation in Low Resource Settings
  83. Source Feature Compression for Object Classification in Vision-Based Underwater Robotics
  84. Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction
  85. The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets