mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 3 May 2021

130 papers

  1. Initialization and Regularization of Factorized Neural LayersKnowledge distillation → General knowledge distillation methods
  2. Learning to drive from a world on railsEnd-to-end autonomous driving → Generative simulation for driving
  3. The Online Pivot: Lessons Learned from Teaching a Text and Data Mining Course in Lockdown, Enhancing online Teaching with Pair Programming and Digital Badges
  4. Looking for COVID-19 misinformation in multilingual social media texts
  5. Bring Your Own Codegen to Deep Learning Compiler
  6. Wearable and Continuous Prediction of Passage of Time Perception for Monitoring Mental Health
  7. Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective
  8. Effective Sparsification of Neural Networks with Global Sparsity Constraint
  9. Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models
  10. Trust-Aware Planning: Modeling Trust Evolution in Iterated Human-Robot Interaction
  11. Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss
  12. Multi-Target Multi-Camera Tracking of Vehicles using Metadata-Aided Re-ID and Trajectory-Based Camera Link Model
  13. LaboRecommender: A crazy-easy to use Python-based recommender system for laboratory tests
  14. Event Camera Simulator Design for Modeling Attention-based Inference Architectures
  15. All-Clear Flare Prediction Using Interval-based Time Series Classifiers
  16. Weighted Least Squares Twin Support Vector Machine with Fuzzy Rough Set Theory for Imbalanced Data Classification
  17. EBIC.JL -- an Efficient Implementation of Evolutionary Biclustering Algorithm in Julia
  18. Quality Assurance Challenges for Machine Learning Software Applications During Software Development Life Cycle Phases
  19. Unreasonable Effectiveness of Rule-Based Heuristics in Solving Russian SuperGLUE Tasks
  20. Textual Analysis of Communications in COVID-19 Infected Community on Social Media
  21. Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding
  22. Automated Estimation of Total Lung Volume using Chest Radiographs and Deep Learning
  23. Scalar Adjective Identification and Multilingual Ranking
  24. Machine Learning Applications for Therapeutic Tasks with Genomics Data
  25. The Tracking Machine Learning challenge : Throughput phase
  26. Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks
  27. What can the millions of random treatments in nonexperimental data reveal about causes?
  28. Pedestrian Detection in 3D Point Clouds using Deep Neural Networks
  29. Modeling Social Readers: Novel Tools for Addressing Reception from Online Book Reviews
  30. Sketches image analysis: Web image search engine usingLSH index and DNN InceptionV3
  31. Learning Good State and Action Representations via Tensor Decomposition
  32. Prediction of clinical tremor severity using Rank Consistent Ordinal Regression
  33. Towards A Multi-agent System for Online Hate Speech Detection
  34. Fusing multimodal neuroimaging data with a variational autoencoder
  35. Context-aware demand prediction in bike sharing systems: incorporating spatial, meteorological and calendrical context
  36. Iterated learning for emergent systematicity in VQA
  37. Evolving Evaluation Functions for Collectible Card Game AI
  38. Consistent Density Estimation Under Discrete Mixture Models
  39. Reinforcement Learning for Ridesharing: An Extended Survey
  40. Process Model Forecasting Using Time Series Analysis of Event Sequence Data
  41. Collision Replay: What Does Bumping Into Things Tell You About Scene Geometry?
  42. Curious Representation Learning for Embodied Intelligence
  43. A Dataset and System for Real-Time Gun Detection in Surveillance Video Using Deep Learning
  44. Neural Monocular 3D Human Motion Capture with Physical Awareness
  45. Applied Language Technology: NLP for the Humanities
  46. SUPERB: Speech processing Universal PERformance Benchmark
  47. Act the Part: Learning Interaction Strategies for Articulated Object Part Discovery
  48. Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review
  49. Consumer Demand Modeling During COVID-19 Pandemic
  50. Algorithms are not neutral: Bias in collaborative filtering
  51. Embedded training of neural-network sub-grid-scale turbulence models
  52. Learning Graph Embeddings for Open World Compositional Zero-Shot Learning
  53. AI-assisted super-resolution cosmological simulations II: Halo substructures, velocities and higher order statistics
  54. Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization
  55. Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality
  56. Robotic Surgery With Lean Reinforcement Learning
  57. Automatic Collection Creation and Recommendation
  58. Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation
  59. Recovering Barab'asi-Albert Parameters of Graphs through Disentanglement
  60. Robust Learning of Recurrent Neural Networks in Presence of Exogenous Noise
  61. Context-aware Ensemble of Multifaceted Factorization Models for Recommendation Prediction in Social Networks
  62. Hierarchical Reinforcement Learning for Air Combat at DARPA's AlphaDogfight Trials
  63. Spectral clustering under degree heterogeneity: a case for the random walk Laplacian
  64. On the limit of English conversational speech recognition
  65. Russian News Clustering and Headline Selection Shared Task
  66. Trends, Limitations and Open Challenges in Automatic Readability Assessment Research
  67. Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning
  68. UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks
  69. CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object Detection
  70. Explaining Outcomes of Multi-Party Dialogues using Causal Learning
  71. LFI-CAM: Learning Feature Importance for Better Visual Explanation
  72. Systematic Assessment of Hyperdimensional Computing for Epileptic Seizure Detection
  73. Deep Neural Network for Musical Instrument Recognition using MFCCs
  74. Bird-Area Water-Bodies Dataset (BAWD) and Predictive AI Model for Avian Botulism Outbreak (AVI-BoT)
  75. MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture
  76. Impact of Gender Debiased Word Embeddings in Language Modeling
  77. Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series
  78. Pseudo Siamese Network for Few-shot Intent Generation
  79. Teaching NLP outside Linguistics and Computer Science classrooms: Some challenges and some opportunities
  80. How Bayesian Should Bayesian Optimisation Be?
  81. Mixing Time Guarantees for Unadjusted Hamiltonian Monte Carlo
  82. RL-IoT: Reinforcement Learning to Interact with IoT Devices
  83. Data vs. Physics: The Apparent Pareto Front of Physics-Informed Neural Networks
  84. Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!
  85. Semantic Journeys: Quantifying Change in Emoji Meaning from 2012-2018
  86. Switching Contexts: Transportability Measures for NLP
  87. Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference
  88. RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning
  89. Robust 3D Cell Segmentation: Extending the View of Cellpose
  90. Full-Reference Speech Quality Estimation with Attentional Siamese Neural Networks
  91. Improving Landslide Detection on SAR Data through Deep Learning
  92. Weakly supervised deep learning-based intracranial hemorrhage localization
  93. Recognition of Oracle Bone Inscriptions by using Two Deep Learning Models
  94. Fast Multi-Step Critiquing for VAE-based Recommender Systems
  95. Learning swimming escape patterns for larval fish under energy constraints
  96. Mean Field Equilibrium in Multi-Armed Bandit Game with Continuous Reward
  97. VECA : A Toolkit for Building Virtual Environments to Train and Test Human-like Agents
  98. Spectral Machine Learning for Pancreatic Mass Imaging Classification
  99. Synthetic Data for Model Selection
  100. Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation
All 130
  1. MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price
  2. Action Candidate Based Clipped Double Q-learning for Discrete and Continuous Action Tasks
  3. Causality-based Counterfactual Explanation for Classification Models
  4. Graph Learning: A Survey
  5. ResVGAE: Going Deeper with Residual Modules for Link Prediction
  6. Comparison Analysis of Facebook's Prophet, Amazon's DeepAR+ and CNN-QR Algorithms for Successful Real-World Sales Forecasting
  7. Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search
  8. Hybrid Intelligence
  9. Multi-modal Bifurcated Network for Depth Guided Image Relighting
  10. Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development
  11. S3Net: A Single Stream Structure for Depth Guided Image Relighting
  12. Bias in Knowledge Graphs -- an Empirical Study with Movie Recommendation and Different Language Editions of DBpedia
  13. Explaining how your AI system is fair
  14. Bounds of MIN_NCC and MAX_NCC and filtering scheme for graph domain variables
  15. An Algorithm for Recommending Groceries Based on an Item Ranking Method
  16. A novel hybrid methodology of measuring sentence similarity
  17. Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs
  18. One Model to Rule them All: Towards Zero-Shot Learning for Databases
  19. ISTR: End-to-End Instance Segmentation with Transformers
  20. EQFace: A Simple Explicit Quality Network for Face Recognition
  21. Black-Box Dissector: Towards Erasing-based Hard-Label Model Stealing Attack
  22. Physical world assistive signals for deep neural network classifiers -- neither defense nor attack
  23. COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 Prediction
  24. OpTorch: Optimized deep learning architectures for resource limited environments
  25. Consistency and Monotonicity Regularization for Neural Knowledge Tracing
  26. OCTOPUS: Overcoming Performance andPrivatization Bottlenecks in Distributed Learning
  27. An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks
  28. Single-Training Collaborative Object Detectors Adaptive to Bandwidth and Computation
  29. Semi-supervised learning for generalizable intracranial hemorrhage detection and segmentation
  30. Robust Sample Weighting to Facilitate Individualized Treatment Rule Learning for a Target Population