mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 10 Nov 2021

138 papers

  1. Palette: Image-to-Image Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  2. Lightweight machine unlearning in neural networkLLM safety and security → Machine unlearning
  3. Spatially and Seamlessly Hierarchical Reinforcement Learning for State Space and Policy space in Autonomous DrivingEnd-to-end autonomous driving → Reinforcement learning for driving
  4. Modelling and optimization of nanovector synthesis for applications in drug delivery systems
  5. The MAIEI Learning Community Report
  6. Local Justice and the Algorithmic Allocation of Societal Resources
  7. Internationalizing AI: Evolution and Impact of Distance Factors
  8. Using word embedding for environmental violation analysis: Evidence from Pennsylvania unconventional oil and gas compliance reports
  9. Analysis of Multiscale Wavelet-based Fractional Gradient-Anisotropic Diffusion Fusion for single hazy and underwater image enhancement
  10. CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
  11. Entropy optimized semi-supervised decomposed vector-quantized variational autoencoder model based on transfer learning for multiclass text classification and generation
  12. Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis
  13. A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering
  14. A Survey on Neural-symbolic Learning Systems
  15. An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks
  16. Fast Computation of Hahn Polynomials for High Order Moments
  17. A Quantum Natural Language Processing Approach to Musical Intelligence
  18. Improving Structured Text Recognition with Regular Expression Biasing
  19. AnalogNets: ML-HW Co-Design of Noise-robust TinyML Models and Always-On Analog Compute-in-Memory Accelerator
  20. Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification
  21. A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis
  22. Towards Live Video Analytics with On-Drone Deeper-yet-Compatible Compression
  23. On the Use and Misuse of Absorbing States in Multi-agent Reinforcement Learning
  24. Traffic4cast -- Large-scale Traffic Prediction using 3DResNet and Sparse-UNet
  25. Cross-language Information Retrieval
  26. Tight bounds for minimum l1-norm interpolation of noisy data
  27. SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision
  28. Self-Supervised Real-time Video Stabilization
  29. SUPER-Net: Trustworthy Image Segmentation via Uncertainty Propagation in Encoder-Decoder Networks
  30. Classification of the Chess Endgame problem using Logistic Regression, Decision Trees, and Neural Networks
  31. Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word
  32. Amazon SageMaker Model Parallelism: A General and Flexible Framework for Large Model Training
  33. PowerGridworld: A Framework for Multi-Agent Reinforcement Learning in Power Systems
  34. Linear Speedup in Personalized Collaborative Learning
  35. Advancing Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI using Noisy Student-based Training
  36. Feature Generation for Long-tail Classification
  37. Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks
  38. Robust Learning via Ensemble Density Propagation in Deep Neural Networks
  39. Self-Compression in Bayesian Neural Networks
  40. How to See Hidden Patterns in Metamaterials with Interpretable Machine Learning
  41. Scaling ASR Improves Zero and Few Shot Learning
  42. Multi-Objective Optimization for Value-Sensitive and Sustainable Basket Recommendations
  43. Self-Supervised Multi-Object Tracking with Cross-Input Consistency
  44. Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction
  45. A Novel Corpus of Discourse Structure in Humans and Computers
  46. A study on Channel Popularity in Twitch
  47. Recent Advances in Automated Question Answering In Biomedical Domain
  48. SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation
  49. A Meta-Method for Portfolio Management Using Machine Learning for Adaptive Strategy Selection
  50. A soft thumb-sized vision-based sensor with accurate all-round force perception
  51. Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning
  52. Dance In the Wild: Monocular Human Animation with Neural Dynamic Appearance Synthesis
  53. An Extensive Study of User Identification via Eye Movements across Multiple Datasets
  54. Beyond Importance Scores: Interpreting Tabular ML by Visualizing Feature Semantics
  55. Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters
  56. A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels
  57. Graph Neural Network Training with Data Tiering
  58. Multimodal End-to-End Group Emotion Recognition using Cross-Modal Attention
  59. Predicting Lattice Phonon Vibrational Frequencies Using Deep Graph Neural Networks
  60. Search in Imperfect Information Games
  61. A Histopathology Study Comparing Contrastive Semi-Supervised and Fully Supervised Learning
  62. Exponential separations between learning with and without quantum memory
  63. A Hierarchy for Replica Quantum Advantage
  64. Towards Green Automated Machine Learning: Status Quo and Future Directions
  65. Advances in Neural Rendering
  66. Structure from Silence: Learning Scene Structure from Ambient Sound
  67. Physics-enhanced deep surrogates for partial differential equations
  68. Searching in the Forest for Local Bayesian Optimization
  69. Data-Driven AI Model Signal-Awareness Enhancement and Introspection
  70. A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
  71. Understanding COVID-19 Vaccine Reaction through Comparative Analysis on Twitter
  72. Multi-Task Neural Processes
  73. Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention
  74. Efficient Projection-Free Online Convex Optimization with Membership Oracle
  75. SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval
  76. BagBERT: BERT-based bagging-stacking for multi-topic classification
  77. Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding
  78. Gradients are Not All You Need
  79. Evaluation of Deep Learning Topcoders Method for Neuron Individualization in Histological Macaque Brain Section
  80. Theoretical and Empirical Analysis of a Fast Algorithm for Extracting Polygons from Signed Distance Bounds
  81. A framework for comprehensible multi-modal detection of cyber threats
  82. Multimodal Transformer with Variable-length Memory for Vision-and-Language Navigation
  83. Prune Once for All: Sparse Pre-Trained Language Models
  84. Multimodal Approach for Metadata Extraction from German Scientific Publications
  85. Critical Sentence Identification in Legal Cases Using Multi-Class Classification
  86. Counterfactual Explanations for Models of Code
  87. STNN-DDI: A Substructure-aware Tensor Neural Network to Predict Drug-Drug Interactions
  88. Single image dehazing via combining the prior knowledge and CNNs
  89. Multi-Scale Single Image Dehazing Using Laplacian and Gaussian Pyramids
  90. LSP : Acceleration and Regularization of Graph Neural Networks via Locality Sensitive Pruning of Graphs
  91. HASA-net: A non-intrusive hearing-aid speech assessment network
  92. Robust reconstructions by multi-scale/irregular tangential covering
  93. Efficient Neural Network Training via Forward and Backward Propagation Sparsification
  94. Learning to ignore: rethinking attention in CNNs
  95. Explanatory Analysis and Rectification of the Pitfalls in COVID-19 Datasets
  96. Automatically detecting data drift in machine learning classifiers
  97. Pre-trained Transformer-Based Approach for Arabic Question Answering : A Comparative Study
  98. DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning
  99. The Impact of Changes in Resolution on the Persistent Homology of Images
  100. Social Fraud Detection Review: Methods, Challenges and Analysis
All 138
  1. Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels
  2. Parallel Physics-Informed Neural Networks with Bidirectional Balance
  3. Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation
  4. Machine Learning Models Disclosure from Trusted Research Environments (TRE), Challenges and Opportunities
  5. FabricFlowNet: Bimanual Cloth Manipulation with a Flow-based Policy
  6. Leveraging Geometry for Shape Estimation from a Single RGB Image
  7. CLIP2TV: Align, Match and Distill for Video-Text Retrieval
  8. The Wind in Our Sails: Developing a Reusable and Maintainable Dutch Maritime History Knowledge Graph
  9. Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes
  10. Conversational Recommendation: Theoretical Model and Complexity Analysis
  11. Topic-aware latent models for representation learning on networks
  12. TomoSLAM: factor graph optimization for rotation angle refinement in microtomography
  13. Deducing Optimal Classification Algorithm for Heterogeneous Fabric
  14. Deep Attention-guided Graph Clustering with Dual Self-supervision
  15. ICDAR 2021 Competition on Document VisualQuestion Answering
  16. Biomarker Gene Identification for Breast Cancer Classification
  17. 3D modelling of survey scene from images enhanced with a multi-exposure fusion
  18. Nearly Optimal Linear Convergence of Stochastic Primal-Dual Methods for Linear Programming
  19. Understanding the Generalization Benefit of Model Invariance from a Data Perspective
  20. LUMINOUS: Indoor Scene Generation for Embodied AI Challenges
  21. Space-Time Memory Network for Sounding Object Localization in Videos
  22. Discovering Latent Representations of Relations for Interacting Systems
  23. Training Generative Adversarial Networks with Adaptive Composite Gradient
  24. Automated Pulmonary Embolism Detection from CTPA Images Using an End-to-End Convolutional Neural Network
  25. DACFL: Dynamic Average Consensus Based Federated Learning in Decentralized Topology
  26. Inclusive Speaker Verification with Adaptive thresholding
  27. Attention Approximates Sparse Distributed Memory
  28. ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees
  29. Uncoupled Bandit Learning towards Rationalizability: Benchmarks, Barriers, and Algorithms
  30. A Structure Feature Algorithm for Multi-modal Forearm Registration
  31. Handwritten Digit Recognition Using Improved Bounding Box Recognition Technique
  32. SGD Through the Lens of Kolmogorov Complexity
  33. Learning to Disentangle Scenes for Person Re-identification
  34. Analysis of PDE-based binarization model for degraded document images
  35. Clustering of longitudinal data: A tutorial on a variety of approaches
  36. Sparse Adversarial Video Attacks with Spatial Transformations
  37. Are Transformers More Robust Than CNNs?
  38. Cross-Layered Distributed Data-driven Framework For Enhanced Smart Grid Cyber-Physical Security