mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 27 Nov 2021

76 papers

  1. Energy-Efficient Autonomous Driving Using Cognitive Driver Behavioral Models and Reinforcement LearningEnd-to-end autonomous driving → Cooperative and V2X driving
  2. Offline Neural Contextual Bandits: Pessimism, Optimization and GeneralizationOffline RL and imitation learning from data → Offline RL algorithms
  3. The Hierarchical Organization of Syntax
  4. Investigating the usefulness of Quantum Blur
  5. The Physics of Machine Learning: An Intuitive Introduction for the Physical Scientist
  6. Roadmap for Edge AI: A Dagstuhl Perspective
  7. Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields
  8. Learning to Transfer for Traffic Forecasting via Multi-task Learning
  9. A Review on Graph Neural Network Methods in Financial Applications
  10. ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior
  11. Abusive and Threatening Language Detection in Urdu using Boosting based and BERT based models: A Comparative Approach
  12. Nonparametric Topological Layers in Neural Networks
  13. An Entropy Weighted Nonnegative Matrix Factorization Algorithm for Feature Representation
  14. Answer Generation for Questions With Multiple Information Sources in E-Commerce
  15. Factor-augmented tree ensembles
  16. Exploring Low-Cost Transformer Model Compression for Large-Scale Commercial Reply Suggestions
  17. Targeted Supervised Contrastive Learning for Long-Tailed Recognition
  18. Learning Continuous Environment Fields via Implicit Functions
  19. An analysis of document graph construction methods for AMR summarization
  20. Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics
  21. NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning
  22. Language models in word sense disambiguation for Polish
  23. Forecasting Daily COVID-19 Related Calls in VA Health Care System: Predictive Model Development
  24. Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection
  25. Exploring Transformer Based Models to Identify Hate Speech and Offensive Content in English and Indo-Aryan Languages
  26. Tapping BERT for Preposition Sense Disambiguation
  27. Label Assistant: A Workflow for Assisted Data Annotation in Image Segmentation Tasks
  28. Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces
  29. Leveraging Unsupervised Learning to Summarize APIs Discussed in Stack Overflow
  30. Safe Screening for Sparse Conditional Random Fields
  31. Understanding Anharmonic Effects on Hydrogen Desorption Characteristics of MgnH2n Nanoclusters by ab initio trained Deep Neural Network
  32. A Recommender System-Inspired Cloud Data Filling Scheme for Satellite-based Coastal Observation
  33. Calibrated Feature Decomposition for Generalizable Person Re-Identification
  34. Modeling VI and VDRL feedback functions: searching normative rules through computational simulation
  35. Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression
  36. A Practical Contrastive Learning Framework for Single-Image Super-Resolution
  37. Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution
  38. Transformed K-means Clustering
  39. Sparse Subspace Clustering Friendly Deep Dictionary Learning for Hyperspectral Image Classification
  40. Fast and Informative Model Selection using Learning Curve Cross-Validation
  41. Pose Representations for Deep Skeletal Animation
  42. AdaDM: Enabling Normalization for Image Super-Resolution
  43. A Quantum-like Model for Predicting Human Decisions in the Entangled Social Systems
  44. Towards Understanding the Impact of Model Size on Differential Private Classification
  45. Head and Body: Unified Detector and Graph Network for Person Search in Media
  46. Automated Antenna Testing Using Encoder-Decoder-based Anomaly Detection
  47. ML-based Handover Prediction and AP Selection in Cognitive Wi-Fi Networks
  48. A dual semismooth Newton based augmented Lagrangian method for large-scale linearly constrained sparse group square-root Lasso problems
  49. Learning Discriminative Shrinkage Deep Networks for Image Deconvolution
  50. Normative Disagreement as a Challenge for Cooperative AI
  51. A New Multifractal-based Deep Learning Model for Text Mining
  52. Why KDAC? A general activation function for knowledge discovery
  53. A novel knowledge graph development for industry design: A case study on indirect coal liquefaction process
  54. Temporal Context Mining for Learned Video Compression
  55. Adaptive Image Transformations for Transfer-based Adversarial Attack
  56. Adaptive Perturbation for Adversarial Attack
  57. Towards Principled Disentanglement for Domain Generalization
  58. DSC: Deep Scan Context Descriptor for Large-Scale Place Recognition
  59. Federated Deep Learning in Electricity Forecasting: An MCDM Approach
  60. Partner Personas Generation for Diverse Dialogue Generation
  61. Natural Language Processing in-and-for Design Research
  62. Average Outward Flux Skeletons for Environment Mapping and Topology Matching
  63. FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
  64. On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources
  65. Recognition and Co-Analysis of Pedestrian Activities in Different Parts of Road using Traffic Camera Video
  66. Video Frame Interpolation Transformer
  67. Video Content Classification using Deep Learning
  68. Achieving an Accurate Random Process Model for PV Power using Cheap Data: Leveraging the SDE and Public Weather Reports
  69. Document Layout Analysis with Aesthetic-Guided Image Augmentation
  70. Factorized Fourier Neural Operators
  71. A Two-Stage Feature Selection Approach for Robust Evaluation of Treatment Effects in High-Dimensional Observational Data
  72. LAFITE: Towards Language-Free Training for Text-to-Image Generation
  73. Benchmarking Shadow Removal for Facial Landmark Detection and Beyond
  74. Learning from learning machines: a new generation of AI technology to meet the needs of science
  75. OmiTrans: generative adversarial networks based omics-to-omics translation framework
  76. Common Sense Knowledge Learning for Open Vocabulary Neural Reasoning: A First View into Chronic Disease Literature