mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 15 Mar 2021

136 papers

  1. Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge DistillationKnowledge distillation → Detection and dense prediction distillation
  2. Learning robust driving policies without online explorationEnd-to-end autonomous driving → Reinforcement learning for driving
  3. AI Fairness via Domain Adaptation
  4. Group Collaborative Learning for Co-Salient Object Detection
  5. Connectionism, Complexity, and Living Systems: a comparison of Artificial and Biological Neural Networks
  6. Regenerativity of Viterbi process for pairwise Markov models
  7. Interpretable Feature Construction for Time Series Extrinsic Regression
  8. Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP
  9. Automatic detection of impact craters on Al foils from the Stardust interstellar dust collector using convolutional neural networks
  10. Physics-Informed Neural Network Method for Solving One-Dimensional Advection Equation Using PyTorch
  11. Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
  12. Fast and Accurate: Video Enhancement using Sparse Depth
  13. Modeling Weather-induced Home Insurance Risks with Support Vector Machine Regression
  14. A Transition-based Parser for Unscoped Episodic Logical Forms
  15. Revisiting Dynamic Convolution via Matrix Decomposition
  16. Embedding Code Contexts for Cryptographic API Suggestion:New Methodologies and Comparisons
  17. S3Net: 3D LiDAR Sparse Semantic Segmentation Network
  18. Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification
  19. Growing 3D Artefacts and Functional Machines with Neural Cellular Automata
  20. Category Aware Explainable Conversational Recommendation
  21. A Central Limit Theorem for Differentially Private Query Answering
  22. Multi-task learning for virtual flow metering
  23. Deep Learning for Chest X-ray Analysis: A Survey
  24. dNNsolve: an efficient NN-based PDE solver
  25. Function approximation by deep neural networks with parameters 0,± frac12, ± 1, 2
  26. Discriminative Learning for Probabilistic Context-Free Grammars based on Generalized H-Criterion
  27. The Effect of Domain and Diacritics in Yor`ub'a-English Neural Machine Translation
  28. Tomography of time-dependent quantum spin networks with machine learning
  29. UPANets: Learning from the Universal Pixel Attention Networks
  30. Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
  31. Autonomous Drone Racing with Deep Reinforcement Learning
  32. Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset
  33. iWarded: A System for Benchmarking Datalog+/- Reasoning (technical report)
  34. Efficient Intrusion Detection Using Evidence Theory
  35. RoRD: Rotation-Robust Descriptors and Orthographic Views for Local Feature Matching
  36. DHASP: Differentiable Hearing Aid Speech Processing
  37. Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray Data
  38. Meta-Solver for Neural Ordinary Differential Equations
  39. A Study of Automatic Metrics for the Evaluation of Natural Language Explanations
  40. Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
  41. Lasry-Lions Envelopes and Nonconvex Optimization: A Homotopy Approach
  42. Which K-Space Sampling Schemes is good for Motion Artifact Detection in Magnetic Resonance Imaging?
  43. Visualizing Data Velocity using DSNE
  44. Stack of discriminative autoencoders for multiclass anomaly detection in endoscopy images
  45. Distance Metric-Based Learning with Interpolated Latent Features for Location Classification in Endoscopy Image and Video
  46. DiaRet: A browser-based application for the grading of Diabetic Retinopathy with Integrated Gradients
  47. Sampling-free Variational Inference for Neural Networks with Multiplicative Activation Noise
  48. How Many Data Points is a Prompt Worth?
  49. Uncertainty-Based Biological Age Estimation of Brain MRI Scans
  50. Multi-view Subword Regularization
  51. Surface Topography Characterization Using a Simple Optical Device and Artificial Neural Networks
  52. Deep Consensus Learning
  53. Automatically Lock Your Neural Networks When You're Away
  54. Beyond Image to Depth: Improving Depth Prediction using Echoes
  55. How to distribute data across tasks for meta-learning?
  56. Deep Dynamic Neural Network to trade-off between Accuracy and Diversity in a News Recommender System
  57. Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation
  58. Modeling Multivariate Cyber Risks: Deep Learning Dating Extreme Value Theory
  59. S-AT GCN: Spatial-Attention Graph Convolution Network based Feature Enhancement for 3D Object Detection
  60. Online Learning with Radial Basis Function Networks
  61. A machine learning approach to itinerary-level booking prediction in competitive airline markets
  62. Quantum federated learning through blind quantum computing
  63. Metric Learning for Anti-Compression Facial Forgery Detection
  64. Gradient Policy on "CartPole" game and its' expansibility to F1Tenth Autonomous Vehicles
  65. Flexible FOND Planning with Explicit Fairness Assumptions
  66. Estimating the Long-Term Effects of Novel Treatments
  67. Probabilistic Grammatical Evolution
  68. Sent2Matrix: Folding Character Sequences in Serpentine Manifolds for Two-Dimensional Sentence
  69. Toward Machine Learned Highly Reduce Kinetic Models For Methane/Air Combustion
  70. Assessment of image generation by quantum annealer
  71. Beyond ANN: Exploiting Structural Knowledge for Efficient Place Recognition
  72. Towards the evaluation of automatic simultaneous speech translation from a communicative perspective
  73. Explaining Credit Risk Scoring through Feature Contribution Alignment with Expert Risk Analysts
  74. Learning Frequency-aware Dynamic Network for Efficient Super-Resolution
  75. I-Nema: A Biological Image Dataset for Nematode Recognition
  76. Neural Networks and Denotation
  77. Knowledge driven Description Synthesis for Floor Plan Interpretation
  78. GRIHA: Synthesizing 2-Dimensional Building Layouts from Images Captured using a Smart Phone
  79. TinyOL: TinyML with Online-Learning on Microcontrollers
  80. 3D-FFS: Faster 3D object detection with Focused Frustum Search in sensor fusion based networks
  81. Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging
  82. DeepOPG: Improving Orthopantomogram Finding Summarization with Weak Supervision
  83. Trust Your IMU: Consequences of Ignoring the IMU Drift
  84. Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction
  85. Representation Theorem for Matrix Product States
  86. Learning Compositional Representation for 4D Captures with Neural ODE
  87. DIPPA: An improved Method for Bilinear Saddle Point Problems
  88. Constant Random Perturbations Provide Adversarial Robustness with Minimal Effect on Accuracy
  89. The QXS-SAROPT Dataset for Deep Learning in SAR-Optical Data Fusion
  90. Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model
  91. Boosting ship detection in SAR images with complementary pretraining techniques
  92. Hierarchical forecasting with a top-down alignment of independent level forecasts
  93. Evolving parametrized Loss for Image Classification Learning on Small Datasets
  94. Reinforcement Learning with Algorithms from Probabilistic Structure Estimation
  95. Generating Synthetic Handwritten Historical Documents With OCR Constrained GANs
  96. Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning
  97. Learning Symbolic Rules for Interpretable Deep Reinforcement Learning
  98. Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation
  99. Detecting Human-Object Interaction via Fabricated Compositional Learning
  100. Cascaded Feature Warping Network for Unsupervised Medical Image Registration
All 136
  1. XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition
  2. 3DCaricShop: A Dataset and A Baseline Method for Single-view 3D Caricature Face Reconstruction
  3. Geometric Change Detection in Digital Twins using 3D Machine Learning
  4. Mention-centered Graph Neural Network for Document-level Relation Extraction
  5. Double Articulation Analyzer with Prosody for Unsupervised Word and Phoneme Discovery
  6. Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions
  7. Semi-supervised learning by selective training with pseudo labels via confidence estimation
  8. Adversarial Training is Not Ready for Robot Learning
  9. Hybrid stacked ensemble combined with genetic algorithms for Prediction of Diabetes
  10. A Whole Brain Probabilistic Generative Model: Toward Realizing Cognitive Architectures for Developmental Robots
  11. Deep Neural Network Based Ensemble learning Algorithms for the healthcare system (diagnosis of chronic diseases)
  12. Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning
  13. Feature selection for medical diagnosis: Evaluation for using a hybrid Stacked-Genetic approach in the diagnosis of heart disease
  14. DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network
  15. Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning
  16. S^*: A Heuristic Information-Based Approximation Framework for Multi-Goal Path Finding
  17. LARNet: Lie Algebra Residual Network for Face Recognition
  18. Constrained plasticity reserve as a natural way to control frequency and weights in spiking neural networks
  19. Generating CCG Categories
  20. Cloth Manipulation Planning on Basis of Mesh Representations with Incomplete Domain Knowledge and Voxel-to-Mesh Estimation
  21. Detection and Localization of Facial Expression Manipulations
  22. R-PointHop: A Green, Accurate, and Unsupervised Point Cloud Registration Method
  23. Modelling Human Kinetics and Kinematics during Walking using Reinforcement Learning
  24. Improving Generalization of Transfer Learning Across Domains Using Spatio-Temporal Features in Autonomous Driving
  25. Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts
  26. Boundary Proposal Network for Two-Stage Natural Language Video Localization
  27. Mutual Information State Intrinsic Control
  28. MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization
  29. Classifying Cycling Hazards in Egocentric Data
  30. Towards Robust Speech-to-Text Adversarial Attack
  31. Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems
  32. EnHMM: On the Use of Ensemble HMMs and Stack Traces to Predict the Reassignment of Bug Report Fields
  33. Exploring Genetic-histologic Relationships in Breast Cancer
  34. Crossing the Tepper Line: An Emerging Ontology for Describing the Dynamic Sociality of Embodied AI
  35. Pushing the Limits of Capsule Networks
  36. Understanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers