mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 7 May 2021

129 papers

  1. SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of ExpertsMixture-of-experts → Multimodal MoE models
  2. Imitation Learning via Simultaneous Optimization of Policies and Auxiliary TrajectoriesOffline RL and imitation learning from data → Imitation learning methods
  3. Evening the Score: Targeting SARS-CoV-2 Protease Inhibition in Graph Generative Models for Therapeutic Candidates
  4. Classification of Urban Morphology with Deep Learning: Application on Urban Vitality
  5. An Extensive Analytical Approach on Human Resources using Random Forest Algorithm
  6. Local approximate Gaussian process regression for data-driven constitutive laws: Development and comparison with neural networks
  7. The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems
  8. A Critical Review of Information Bottleneck Theory and its Applications to Deep Learning
  9. Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs
  10. Generative Adversarial Registration for Improved Conditional Deformable Templates
  11. Apply Artificial Neural Network to Solving Manpower Scheduling Problem
  12. An Intelligent Model for Solving Manpower Scheduling Problems
  13. Pareto-Optimal Quantized ResNet Is Mostly 4-bit
  14. SimJEB: Simulated Jet Engine Bracket Dataset
  15. Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving
  16. Scalable Projection-Free Optimization
  17. Test Suites as a Source of Training Data for Static Analysis Alert Classifiers
  18. Understanding by Understanding Not: Modeling Negation in Language Models
  19. Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders
  20. Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models
  21. The iWildCam 2021 Competition Dataset
  22. Human-Aided Saliency Maps Improve Generalization of Deep Learning
  23. Uniform Convergence, Adversarial Spheres and a Simple Remedy
  24. Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality
  25. Measuring and Increasing Context Usage in Context-Aware Machine Translation
  26. A semigroup method for high dimensional elliptic PDEs and eigenvalue problems based on neural networks
  27. Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia
  28. Duplex Sequence-to-Sequence Learning for Reversible Machine Translation
  29. Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation
  30. Kernel Two-Sample Tests for Manifold Data
  31. Deep Learning Hamiltonian Monte Carlo
  32. Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference
  33. Using reinforcement learning to design an AI assistantfor a satisfying co-op experience
  34. Interpretable machine learning for high-dimensional trajectories of aging health
  35. A Benchmarking on Cloud based Speech-To-Text Services for French Speech and Background Noise Effect
  36. ResMLP: Feedforward networks for image classification with data-efficient training
  37. Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees
  38. Double-matched matrix decomposition for multi-view data
  39. Hierarchical Graph Neural Networks
  40. Executable Interval Temporal Logic Specifications
  41. Accelerating Entrepreneurial Decision-Making Through Hybrid Intelligence
  42. Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts
  43. What Kinds of Functions do Deep Neural Networks Learn? Insights from Variational Spline Theory
  44. Finding the unicorn: Predicting early stage startup success through a hybrid intelligence method
  45. Design principles for a hybrid intelligence decision support system for business model validation
  46. The future of human-AI collaboration: a taxonomy of design knowledge for hybrid intelligence systems
  47. Detecting Security Fixes in Open-Source Repositories using Static Code Analyzers
  48. Adapting by Pruning: A Case Study on BERT
  49. Foreground-guided Facial Inpainting with Fidelity Preservation
  50. Exploring Instance Relations for Unsupervised Feature Embedding
  51. Neural network architectures using min-plus algebra for solving certain high dimensional optimal control problems and Hamilton-Jacobi PDEs
  52. Finite volume method network for acceleration of unsteady computational fluid dynamics: non-reacting and reacting flows
  53. Are Pre-trained Convolutions Better than Pre-trained Transformers?
  54. Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics
  55. Geometric convergence of elliptical slice sampling
  56. LINN: Lifting Inspired Invertible Neural Network for Image Denoising
  57. Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media
  58. A Survey of Applied Machine Learning Techniques for Optical OFDM based Networks
  59. A Hybrid Architecture for Federated and Centralized Learning
  60. Order in the Court: Explainable AI Methods Prone to Disagreement
  61. Solving the Workflow Satisfiability Problem using General Purpose Solvers
  62. Energy-Based Anomaly Detection and Localization
  63. LatentSLAM: unsupervised multi-sensor representation learning for localization and mapping
  64. Towards Real-World Category-level Articulation Pose Estimation
  65. MOTR: End-to-End Multiple-Object Tracking with Transformer
  66. Adaptive Focus for Efficient Video Recognition
  67. VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension
  68. A Grounded Approach to Modeling Generic Knowledge Acquisition
  69. Network Pruning That Matters: A Case Study on Retraining Variants
  70. An interdisciplinary conceptual study of Artificial Intelligence (AI) for helping benefit-risk assessment practices: Towards a comprehensive qualification matrix of AI programs and devices (pre-print 2020)
  71. A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation
  72. Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks
  73. ANNETTE: Accurate Neural Network Execution Time Estimation with Stacked Models
  74. Use of High Dimensional Modeling for automatic variables selection: the best path algorithm
  75. Reward prediction for representation learning and reward shaping
  76. FedGL: Federated Graph Learning Framework with Global Self-Supervision
  77. The Shadowy Lives of Emojis: An Analysis of a Hacktivist Collective's Use of Emojis on Twitter
  78. Autoencoder Based Inter-Vehicle Generalization for In-Cabin Occupant Classification
  79. Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition
  80. Identity Signals in Emoji Do not Influence Perception of Factual Truth on Twitter
  81. CO-NNECT: A Framework for Revealing Commonsense Knowledge Paths as Explicitations of Implicit Knowledge in Texts
  82. Diffusion Mechanism in Residual Neural Network: Theory and Applications
  83. Pairwise Fairness for Ordinal Regression
  84. More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation
  85. A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches
  86. AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset
  87. An Intelligent Passive Food Intake Assessment System with Egocentric Cameras
  88. Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections
  89. Interpretable Social Anchors for Human Trajectory Forecasting in Crowds
  90. Code2Image: Intelligent Code Analysis by Computer Vision Techniques and Application to Vulnerability Prediction
  91. AI in (and for) Games
  92. Neural 3D Scene Compression via Model Compression
  93. Contrastive Learning for Unsupervised Image-to-Image Translation
  94. Laplace Matching for fast Approximate Inference in Latent Gaussian Models
  95. Learning Shared Semantic Space for Speech-to-Text Translation
  96. An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks
  97. Probabilistic Visual Place Recognition for Hierarchical Localization
  98. An Extended Jump Functions Benchmark for the Analysis of Randomized Search Heuristics
  99. Human Object Interaction Detection using Two-Direction Spatial Enhancement and Exclusive Object Prior
  100. Toward Interactive Modulation for Photo-Realistic Image Restoration
All 129
  1. A Survey of Data Augmentation Approaches for NLP
  2. NTIRE 2021 Challenge on Perceptual Image Quality Assessment
  3. SpeechNet: A Universal Modularized Model for Speech Processing Tasks
  4. Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images
  5. The s-value: evaluating stability with respect to distributional shifts
  6. Deep reinforcement learning-designed radiofrequency waveform in MRI
  7. Self-paced Resistance Learning against Overfitting on Noisy Labels
  8. Error-Robust Multi-View Clustering: Progress, Challenges and Opportunities
  9. PEMNET: A Transfer Learning-based Modeling Approach of High-Temperature Polymer Electrolyte Membrane Electrochemical Systems
  10. Few-Shot Learning for Image Classification of Common Flora
  11. Salient Objects in Clutter
  12. Informational Design of Dynamic Multi-Agent System
  13. fAshIon after fashion: A Report of AI in Fashion
  14. Faster and Simpler Siamese Network for Single Object Tracking
  15. Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates
  16. A Multivariate Density Forecast Approach for Online Power System Security Assessment
  17. GANTL: Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning
  18. Adaptive Domain-Specific Normalization for Generalizable Person Re-Identification
  19. Utilizing Skipped Frames in Action Repeats via Pseudo-Actions
  20. Lambek pregroups are Frobenius spiders in preorders
  21. ConCAD: Contrastive Learning-based Cross Attention for Sleep Apnea Detection
  22. Towards Sharper Utility Bounds for Differentially Private Pairwise Learning
  23. Weather impact on daily cases of COVID-19 in Saudi Arabia using machine learning
  24. Efficient Masked Face Recognition Method during the COVID-19 Pandemic
  25. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts
  26. Structured dataset documentation: a datasheet for CheXpert
  27. BasisNet: Two-stage Model Synthesis for Efficient Inference
  28. A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers
  29. Efficient Weight factorization for Multilingual Speech Recognition