mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 6 Mar 2021

76 papers

  1. SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement LearningEnd-to-end autonomous driving → Reinforcement learning for driving
  2. Adaptive Multi-Teacher Multi-level Knowledge DistillationKnowledge distillation → General knowledge distillation methods
  3. Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental LearningKnowledge distillation → Distillation for continual learning
  4. Bilateral Control-Based Imitation Learning for Velocity-Controlled RobotOffline RL and imitation learning from data → Robot manipulation imitation learning
  5. JPS-daprinfo: A Dataset for Japanese Dialog Act Analysis and People-related Information Detection
  6. Entangled q-Convolutional Neural Nets
  7. Extracting Semantic Process Information from the Natural Language in Event Logs
  8. Prediction of Hydraulic Blockage at Cross Drainage Structures using Regression Analysis
  9. Accelerating SLIDE Deep Learning on Modern CPUs: Vectorization, Quantizations, Memory Optimizations, and More
  10. LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management
  11. The whole brain architecture approach: Accelerating the development of artificial general intelligence by referring to the brain
  12. Machine Learning versus Mathematical Model to Estimate the Transverse Shear Stress Distribution in a Rectangular Channel
  13. Utilising Flow Aggregation to Classify Benign Imitating Attacks
  14. Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy
  15. Consensus Maximisation Using Influences of Monotone Boolean Functions
  16. High Perceptual Quality Image Denoising with a Posterior Sampling CGAN
  17. The Automatic Quasi-clique Merger algorithm (AQCM)
  18. Contextual Dropout: An Efficient Sample-Dependent Dropout Module
  19. Neural networks can understand compositional functions that humans do not, in the context of emergent communication
  20. End-to-end optimized image compression for multiple machine tasks
  21. Changing the Narrative Perspective: From Deictic to Anaphoric Point of View
  22. Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction
  23. LongReMix: Robust Learning with High Confidence Samples in a Noisy Label Environment
  24. Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations
  25. Molecular modeling with machine-learned universal potential functions
  26. Improving Zero-Shot Entity Retrieval through Effective Dense Representations
  27. Correlated Deep Q-learning based Microgrid Energy Management
  28. Signal Processing on the Permutahedron: Tight Spectral Frames for Ranked Data Analysis
  29. Simple online and real-time tracking with occlusion handling
  30. The Prevalence of Code Smells in Machine Learning projects
  31. Linear Regression over Networks with Communication Guarantees
  32. Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired
  33. Learning Statistical Texture for Semantic Segmentation
  34. A Real-time Low-cost Artificial Intelligence System for Autonomous Spraying in Palm Plantations
  35. Learning to Generate 3D Shapes with Generative Cellular Automata
  36. Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired
  37. A novel approach to the classification of terrestrial drainage networks based on deep learning and preliminary results on Solar System bodies
  38. Applying Machine Learning in Self-Adaptive Systems: A Systematic Literature Review
  39. WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition
  40. Analysis and Assessment of Controllability of an Expressive Deep Learning-based TTS system
  41. Gradient-augmented Supervised Learning of Optimal Feedback Laws Using State-dependent Riccati Equations
  42. Investigating on Incorporating Pretrained and Learnable Speaker Representations for Multi-Speaker Multi-Style Text-to-Speech
  43. Show Me What You Can Do: Capability Calibration on Reachable Workspace for Human-Robot Collaboration
  44. Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment
  45. Improving Automated Sonar Video Analysis to Notify About Jellyfish Blooms
  46. Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning
  47. Learning to Continually Learn Rapidly from Few and Noisy Data
  48. Tensor Laplacian Regularized Low-Rank Representation for Non-uniformly Distributed Data Subspace Clustering
  49. Low-Rank Isomap Algorithm
  50. A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding
  51. NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification
  52. Fairness in TabNet Model by Disentangled Representation for the Prediction of Hospital No-Show
  53. Reinforcement Learning, Bit by Bit
  54. Simplicial Complex Representation Learning
  55. Putting Humans in the Natural Language Processing Loop: A Survey
  56. ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic
  57. Hidden Backdoor Attack against Semantic Segmentation Models
  58. Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision
  59. CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks
  60. Accumulation of Sub-Sampling Matrices with Applications to Statistical Computation
  61. Learning to Predict Vehicle Trajectories with Model-based Planning
  62. Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images
  63. PISE: Person Image Synthesis and Editing with Decoupled GAN
  64. Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity
  65. NeRD: Neural Representation of Distribution for Medical Image Segmentation
  66. Indoor Future Person Localization from an Egocentric Wearable Camera
  67. Dynamic Resource Management for Providing QoS in Drone Delivery Systems
  68. Over-the-Air Statistical Estimation
  69. Simultaneously Localize, Segment and Rank the Camouflaged Objects
  70. Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection
  71. Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images
  72. Memory-efficient Learning for High-Dimensional MRI Reconstruction
  73. Off-Belief Learning
  74. Convolution Neural Network Hyperparameter Optimization Using Simplified Swarm Optimization
  75. Passing Through Narrow Gaps with Deep Reinforcement Learning
  76. Selective Replay Enhances Learning in Online Continual Analogical Reasoning