mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 14 Jan 2022

110 papers

  1. Zero-Shot Machine UnlearningLLM safety and security → Machine unlearning
  2. DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI ScaleMixture-of-experts → Efficient MoE training and inference systems
  3. Reasoning Through Memorization: Nearest Neighbor Knowledge Graph EmbeddingsLLM reasoning → Knowledge- and tool-augmented reasoning
  4. Comparing Model-free and Model-based Algorithms for Offline Reinforcement LearningOffline RL and imitation learning from data → Offline RL algorithms
  5. Deep artificial neural network for prediction of atrial fibrillation through the analysis of 12-leads standard ECG
  6. Skyline variations allow estimating distance to trees on landscape photos using semantic segmentation
  7. Learning from One and Only One Shot
  8. Active Predictive Coding Networks: A Neural Solution to the Problem of Learning Reference Frames and Part-Whole Hierarchies
  9. Corrigendum and addendum to: How Populist are Parties? Measuring Degrees of Populism in Party Manifestos Using Supervised Machine Learning
  10. Wide Area Network Intelligence with Application to Multimedia Service
  11. Layerwise Geo-Distributed Computing between Cloud and IoT
  12. A Semantic Web Technology Index
  13. The Mathematics of Comparing Objects
  14. Time Series Generation with Masked Autoencoder
  15. TCR-GAN: Predicting tropical cyclone passive microwave rainfall using infrared imagery via generative adversarial networks
  16. Digital Twin: From Concept to Practice
  17. Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs
  18. Specifying and Reasoning about CPS through the Lens of the NIST CPS Framework
  19. Perspective Transformation Layer
  20. Diffusion Tensor Estimation with Transformer Neural Networks
  21. Cost-Effective Training in Low-Resource Neural Machine Translation
  22. An efficient aggregation method for the symbolic representation of temporal data
  23. Model Stability with Continuous Data Updates
  24. Transformers in Action: Weakly Supervised Action Segmentation
  25. Adaptive Information Belief Space Planning
  26. Prediction of Drug-Induced TdP Risks Using Machine Learning and Rabbit Ventricular Wedge Assay
  27. Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions
  28. Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents
  29. CLUE: Contextualised Unified Explainable Learning of User Engagement in Video Lectures
  30. Disentanglement enables cross-domain Hippocampus Segmentation
  31. Formula graph self-attention network for representation-domain independent materials discovery
  32. Towards Reducing Manual Workload in Technology-Assisted Reviews: Estimating Ranking Performance
  33. Tools and Practices for Responsible AI Engineering
  34. Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique
  35. OrchestRAN: Network Automation through Orchestrated Intelligence in the Open RAN
  36. Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next
  37. The Dark Side of the Language: Pre-trained Transformers in the DarkNet
  38. When less is more: Simplifying inputs aids neural network understanding
  39. Multilingual Open Text Release 1: Public Domain News in 44 Languages
  40. A Warm Start and a Clean Crawled Corpus -- A Recipe for Good Language Models
  41. Smart Magnetic Microrobots Learn to Swim with Deep Reinforcement Learning
  42. Czech Grammar Error Correction with a Large and Diverse Corpus
  43. Transfer-Tuning: Reusing Auto-Schedules for Efficient Tensor Program Code Generation
  44. Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning
  45. Precise Stock Price Prediction for Robust Portfolio Design from Selected Sectors of the Indian Stock Market
  46. Estimating Gaussian Copulas with Missing Data
  47. Investigation of Data Augmentation Techniques for Disordered Speech Recognition
  48. Probabilistic Mass Mapping with Neural Score Estimation
  49. Demystifying Reinforcement Learning in Time-Varying Systems
  50. Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition
  51. Multimodal registration of FISH and nanoSIMS images using convolutional neural network models
  52. BandMaxSAT: A Local Search MaxSAT Solver with Multi-armed Bandit
  53. ViT2Hash: Unsupervised Information-Preserving Hashing
  54. Compact Graph Structure Learning via Mutual Information Compression
  55. Collaborative learning of images and geometrics for predicting isocitrate dehydrogenase status of glioma
  56. Reinforcement Learning based Air Combat Maneuver Generation
  57. Federated Continual Learning for Socially Aware Robotics
  58. Waveform Learning for Reduced Out-of-Band Emissions Under a Nonlinear Power Amplifier
  59. Determination of building flood risk maps from LiDAR mobile mapping data
  60. Contrastive Laplacian Eigenmaps
  61. Emergence of Machine Language: Towards Symbolic Intelligence with Neural Networks
  62. HardBoost: Boosting Zero-Shot Learning with Hard Classes
  63. SympOCnet: Solving optimal control problems with applications to high-dimensional multi-agent path planning problems
  64. Bayesian sense of time in biological and artificial brains
  65. Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction
  66. A causal model of safety assurance for machine learning
  67. Machine Learning of polymer types from the spectral signature of Raman spectroscopy microplastics data
  68. Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer
  69. Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval
  70. The Implicit Regularization of Momentum Gradient Descent with Early Stopping
  71. Agile Effort Estimation: Have We Solved the Problem Yet? Insights From A Replication Study
  72. Synthesising Electronic Health Records: Cystic Fibrosis Patient Group
  73. De Rham compatible Deep Neural Network FEM
  74. Reinforcement Learning to Solve NP-hard Problems: an Application to the CVRP
  75. SRVIO: Super Robust Visual Inertial Odometry for dynamic environments and challenging Loop-closure conditions
  76. Mental Health Assessment for the Chatbots
  77. A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor Analysis using MRI
  78. Artificial Intelligence in Software Testing : Impact, Problems, Challenges and Prospect
  79. Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding
  80. StAnD: A Dataset of Linear Static Analysis Problems
  81. Training Free Graph Neural Networks for Graph Matching
  82. Arbitrary Handwriting Image Style Transfer
  83. AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images
  84. Machine Learning for Multi-Output Regression: When should a holistic multivariate approach be preferred over separate univariate ones?
  85. A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models
  86. IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction
  87. This Must Be the Place: Predicting Engagement of Online Communities in a Large-scale Distributed Campaign
  88. Semi-automated Virtual Unfolded View Generation Method of Stomach from CT Volumes
  89. Security Orchestration, Automation, and Response Engine for Deployment of Behavioural Honeypots
  90. CommonsenseQA 2.0: Exposing the Limits of AI through Gamification
  91. A Kernel-Expanded Stochastic Neural Network
  92. A Novel Skeleton-Based Human Activity Discovery Using Particle Swarm Optimization with Gaussian Mutation
  93. ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization
  94. Unsupervised Temporal Video Grounding with Deep Semantic Clustering
  95. Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generation
  96. A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering
  97. MMNet: Muscle motion-guided network for micro-expression recognition
  98. Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark
  99. Structure Enhanced Graph Neural Networks for Link Prediction
  100. Argus++: Robust Real-time Activity Detection for Unconstrained Video Streams with Overlapping Cube Proposals
All 110
  1. ℓ1-norm constrained multi-block sparse canonical correlation analysis via proximal gradient descent
  2. Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning
  3. Domain-shift adaptation via linear transformations
  4. Manifoldron: Direct Space Partition via Manifold Discovery
  5. Boundary-aware Self-supervised Learning for Video Scene Segmentation
  6. Deep Leaning-Based Ultra-Fast Stair Detection
  7. Eikonal depth: an optimal control approach to statistical depths
  8. Pretrained Language Models for Text Generation: A Survey
  9. Adaptive Transfer Learning for Plant Phenotyping
  10. DapStep: Deep Assignee Prediction for Stack Trace Error rePresentation