mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 27 Jan 2022

140 papers

  1. The Challenges of Exploration for Offline Reinforcement LearningOffline RL and imitation learning from data → Offline RL algorithms
  2. Denoising Diffusion Restoration ModelsDiffusion models → Inverse problems and image restoration
  3. Unsupervised Denoising of Retinal OCT with Diffusion Probabilistic ModelDiffusion models → Medical imaging and segmentation
  4. Reasoning Like Program ExecutorsLLM reasoning → Reasoning for agents, planning and code
  5. Dynamic Rectification Knowledge DistillationKnowledge distillation → General knowledge distillation methods
  6. Dual-CLVSA: a Novel Deep Learning Approach to Predict Financial Markets with Sentiment Measurements
  7. TableQuery: Querying tabular data with natural language
  8. Efficiently Maintaining Next Basket Recommendations under Additions and Deletions of Baskets and Items
  9. On scale-invariant properties in natural images and their simulations
  10. Micro-level Reserving for General Insurance Claims using a Long Short-Term Memory Network
  11. SafeAPT: Safe Simulation-to-Real Robot Learning using Diverse Policies Learned in Simulation
  12. Network-level Safety Metrics for Overall Traffic Safety Assessment: A Case Study
  13. Race Driver Evaluation at a Driving Simulator using a physical Model and a Machine Learning Approach
  14. DiriNet: A network to estimate the spatial and spectral degradation functions
  15. Using Shape Metrics to Describe 2D Data Points
  16. Prediction of GPU Failures Under Deep Learning Workloads
  17. Towards an Automatic Diagnosis of Peripheral and Central Palsy Using Machine Learning on Facial Features
  18. Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
  19. Pressure Eye: In-bed Contact Pressure Estimation via Contact-less Imaging
  20. Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition
  21. Empirical Estimates on Hand Manipulation are Recoverable: A Step Towards Individualized and Explainable Robotic Support in Everyday Activities
  22. Modeling Human Exploration Through Resource-Rational Reinforcement Learning
  23. Consolidated learning -- a domain-specific model-free optimization strategy with examples for XGBoost and MIMIC-IV
  24. Eigenvalues of Autoencoders in Training and at Initialization
  25. A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles
  26. LAP: An Attention-Based Module for Concept Based Self-Interpretation and Knowledge Injection in Convolutional Neural Networks
  27. On the Convergence of Heterogeneous Federated Learning with Arbitrary Adaptive Online Model Pruning
  28. A Knowledge-Based Decision Support System for In Vitro Fertilization Treatment
  29. Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless Networks
  30. Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder
  31. A Survey on Visual Transfer Learning using Knowledge Graphs
  32. Boosting Exploration in Multi-Task Reinforcement Learning using Adversarial Networks
  33. An Empirical Analysis of Recurrent Learning Algorithms In Neural Lossy Image Compression Systems
  34. The Effect of Diversity in Meta-Learning
  35. Going Extreme: Comparative Analysis of Hate Speech in Parler and Gab
  36. Recursive Decoding: A Situated Cognition Approach to Compositional Generation in Grounded Language Understanding
  37. Exploring Graph Representation of Chorales
  38. Robust Augmentation for Multivariate Time Series Classification
  39. PRNU Based Source Camera Identification for Webcam and Smartphone Videos
  40. Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives
  41. IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
  42. Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks
  43. Multi-Agent Reinforcement Learning for Network Load Balancing in Data Center
  44. Search Trajectories Networks of Multiobjective Evolutionary Algorithms
  45. Change Detection of Markov Kernels with Unknown Pre and Post Change Kernel
  46. Simplicial Convolutional Filters
  47. A Systematic Study of Bias Amplification
  48. Model Agnostic Interpretability for Multiple Instance Learning
  49. Matched Illumination
  50. Constrained Structure Learning for Scene Graph Generation
  51. SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders
  52. Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences
  53. Generative Adversarial Exploration for Reinforcement Learning
  54. DropNAS: Grouped Operation Dropout for Differentiable Architecture Search
  55. Unsupervised Change Detection using DRE-CUSUM
  56. Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap
  57. Learning Stance Embeddings from Signed Social Graphs
  58. Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities
  59. Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences
  60. Towards Data-driven LQR with Koopmanizing Flows
  61. Deep Video Prior for Video Consistency and Propagation
  62. Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging
  63. Early Detection of Network Attacks Using Deep Learning
  64. LiteLSTM Architecture for Deep Recurrent Neural Networks
  65. Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study
  66. On the Role of Multi-Objective Optimization to the Transit Network Design Problem
  67. Domain-Invariant Representation Learning from EEG with Private Encoders
  68. A Probabilistic Framework for Dynamic Object Recognition in 3D Environment With A Novel Continuous Ground Estimation Method
  69. FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification
  70. DecisionHoldem: Safe Depth-Limited Solving With Diverse Opponents for Imperfect-Information Games
  71. Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation
  72. Synthesizing Dysarthric Speech Using Multi-talker TTS for Dysarthric Speech Recognition
  73. Human Interpretation of Saliency-based Explanation Over Text
  74. ASOC: Adaptive Self-aware Object Co-localization
  75. Capacity and Achievable Rates of Fading Few-mode MIMO IM/DD Optical Fiber Channels
  76. Transfer Portal: Accurately Forecasting the Impact of a Player Transfer in Soccer
  77. Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains
  78. ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation
  79. Density-Aware Hyper-Graph Neural Networks for Graph-based Semi-supervised Node Classification
  80. Anomaly Detection in Retinal Images using Multi-Scale Deep Feature Sparse Coding
  81. From Motion to Muscle
  82. Head and eye egocentric gesture recognition for human-robot interaction using eyewear cameras
  83. GraphTune: A Learning-based Graph Generative Model with Tunable Structural Features
  84. The Implicit Bias of Benign Overfitting
  85. FinGAN: Generative Adversarial Network for Analytical Customer Relationship Management in Banking and Insurance
  86. Eye-focused Detection of Bell's Palsy in Videos
  87. Quantile-Based Policy Optimization for Reinforcement Learning
  88. RelTR: Relation Transformer for Scene Graph Generation
  89. Alleviating the Transit Timing Variations bias in transit surveys. II. RIVERS: Twin resonant Earth-sized planets around Kepler-1972 recovered from Kepler's false positive
  90. Setting AI in context: A case study on defining the context and operational design domain for automated driving
  91. In Defense of Kalman Filtering for Polyp Tracking from Colonoscopy Videos
  92. Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset
  93. Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond
  94. Human-centered mechanism design with Democratic AI
  95. An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks
  96. DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer
  97. Fast Moving Natural Evolution Strategy for High-Dimensional Problems
  98. Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the O(ε-7/4) Complexity
  99. Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence
  100. Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions
All 140
  1. Online Planning in POMDPs with Self-Improving Simulators
  2. Generalised Image Outpainting with U-Transformer
  3. The MSXF TTS System for ICASSP 2022 ADD Challenge
  4. Prabhupadavani: A Code-mixed Speech Translation Data for 25 Languages
  5. Multi-Frame Quality Enhancement On Compressed Video Using Quantised Data of Deep Belief Networks
  6. Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification
  7. Achieving Personalized Federated Learning with Sparse Local Models
  8. Deep Confidence Guided Distance for 3D Partial Shape Registration
  9. Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing
  10. Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation
  11. HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array
  12. Fairness Implications of Encoding Protected Categorical Attributes
  13. Benchmarking learned non-Cartesian k-space trajectories and reconstruction networks
  14. Effective Shortcut Technique for GAN
  15. Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift
  16. Exploring Global Diversity and Local Context for Video Summarization
  17. Distributed gradient-based optimization in the presence of dependent aperiodic communication
  18. Smart City Defense Game: Strategic Resource Management during Socio-Cyber-Physical Attacks
  19. Towards Agnostic Feature-based Dynamic Pricing: Linear Policies vs Linear Valuation with Unknown Noise
  20. Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network
  21. Ontology-enhanced Prompt-tuning for Few-shot Learning
  22. Epistemic AI platform accelerates innovation by connecting biomedical knowledge
  23. Deep Recurrent Learning for Heart Sounds Segmentation based on Instantaneous Frequency Features
  24. Transformer Module Networks for Systematic Generalization in Visual Question Answering
  25. Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus
  26. A Higher-Order Semantic Dependency Parser
  27. Towards a Secure and Reliable Federated Learning using Blockchain
  28. Dissecting the impact of different loss functions with gradient surgery
  29. Multi-view learning with privileged weighted twin support vector machine
  30. Efficient divide-and-conquer registration of UAV and ground LiDAR point clouds through canopy shape context
  31. Highly Generalizable Models for Multilingual Hate Speech Detection
  32. Stock2Vec: An Embedding to Improve Predictive Models for Companies
  33. Interactive 3D Character Modeling from 2D Orthogonal Drawings with Annotations
  34. Revisiting RCAN: Improved Training for Image Super-Resolution
  35. To what extent should we trust AI models when they extrapolate?
  36. Controlling Directions Orthogonal to a Classifier
  37. Learning How to Translate North Korean through South Korean
  38. HistoKT: Cross Knowledge Transfer in Computational Pathology
  39. Heterogeneous Peer Effects in the Linear Threshold Model
  40. Diagnosing AI Explanation Methods with Folk Concepts of Behavior