mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 25 Sep 2021

76 papers

  1. Modelling the transition to a low-carbon energy supply
  2. CENN: Conservative energy method based on neural networks with subdomains for solving variational problems involving heterogeneous and complex geometries
  3. Improved statistical machine translation using monolingual paraphrases
  4. Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of Claims
  5. Contributions to Large Scale Bayesian Inference and Adversarial Machine Learning
  6. Two Souls in an Adversarial Image: Towards Universal Adversarial Example Detection using Multi-view Inconsistency
  7. Learning to Selectively Learn for Weakly-supervised Paraphrase Generation
  8. Auditing AI models for Verified Deployment under Semantic Specifications
  9. Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System
  10. Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding
  11. AbstractDifferentiation.jl: Backend-Agnostic Differentiable Programming in Julia
  12. ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos
  13. Algorithmic Information Design in Multi-Player Games: Possibility and Limits in Singleton Congestion
  14. Smart Home Energy Management: Sequence-to-Sequence Load Forecasting and Q-Learning
  15. Emergent behavior and neural dynamics in artificial agents tracking turbulent plumes
  16. Contrastive Unpaired Translation using Focal Loss for Patch Classification
  17. Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search
  18. L2NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning
  19. Coreference Resolution for the Biomedical Domain: A Survey
  20. Random Walk-steered Majority Undersampling
  21. Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models
  22. Integrating Unsupervised Clustering and Label-specific Oversampling to Tackle Imbalanced Multi-label Data
  23. Vehicle Detection and Tracking From Surveillance Cameras in Urban Scenes
  24. Motivating Learners in Multi-Orchestrator Mobile Edge Learning: A Stackelberg Game Approach
  25. MINIMAL: Mining Models for Data Free Universal Adversarial Triggers
  26. Communication-Efficient Federated Linear and Deep Generalized Canonical Correlation Analysis
  27. Self-Enhancing Multi-filter Sequence-to-Sequence Model
  28. Channel State Information Based Localization with Deep Learning
  29. Sorting through the noise: Testing robustness of information processing in pre-trained language models
  30. Multi-source Few-shot Domain Adaptation
  31. Model reduction for the material point method via an implicit neural representation of the deformation map
  32. Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion
  33. Language Model Priming for Cross-Lingual Event Extraction
  34. A Compositional Feature Embedding and Similarity Metric for Ultra-Fine-Grained Visual Categorization
  35. TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition
  36. Contrastive Learning for Mitochondria Segmentation
  37. Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification
  38. A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical Imaging
  39. DziriBERT: a Pre-trained Language Model for the Algerian Dialect
  40. Beyond Robustness: A Taxonomy of Approaches towards Resilient Multi-Robot Systems
  41. TreeNet: A lightweight One-Shot Aggregation Convolutional Network
  42. Distributed Online Optimization with Byzantine Adversarial Agents
  43. Prediction of MGMT Methylation Status of Glioblastoma using Radiomics and Latent Space Shape Features
  44. Distribution-sensitive Information Retention for Accurate Binary Neural Network
  45. Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of MR images
  46. Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification
  47. Predicting Hidden Links and Missing Nodes in Scale-Free Networks with Artificial Neural Networks
  48. Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning?
  49. Under the Skin of Foundation NFT Auctions
  50. A Graph-Based Neural Model for End-to-End Frame Semantic Parsing
  51. MC2-SF: Slow-Fast Learning for Mobile-Cloud Collaborative Recommendation
  52. Constructing Sub-scale Surrogate Model for Proppant Settling in Inclined Fractures from Simulation Data with Multi-fidelity Neural Network
  53. Multi-Modal Multi-Instance Learning for Retinal Disease Recognition
  54. Topic Model Robustness to Automatic Speech Recognition Errors in Podcast Transcripts
  55. Learning Neural Templates for Recommender Dialogue System
  56. Finetuning Transformer Models to Build ASAG System
  57. A Novel Patch Convolutional Neural Network for View-based 3D Model Retrieval
  58. Opacus: User-Friendly Differential Privacy Library in PyTorch
  59. Jointly Learning to Repair Code and Generate Commit Message
  60. Learning Interpretable BEV Based VIO without Deep Neural Networks
  61. Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms
  62. Scalable deeper graph neural networks for high-performance materials property prediction
  63. Cardiac Complication Risk Profiling for Cancer Survivors via Multi-View Multi-Task Learning
  64. FedProc: Prototypical Contrastive Federated Learning on Non-IID data
  65. BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation
  66. Integrating Recurrent Neural Networks with Data Assimilation for Scalable Data-Driven State Estimation
  67. Learning Stereopsis from Geometric Synthesis for 6D Object Pose Estimation
  68. Label-Assemble: Leveraging Multiple Datasets with Partial Labels
  69. More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering
  70. An embarrassingly simple comparison of machine learning algorithms for indoor scene classification
  71. Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features
  72. Tensor Full Feature Measure and Its Nonconvex Relaxation Applications to Tensor Recovery
  73. Long-Range Feature Propagating for Natural Image Matting
  74. Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?
  75. Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation
  76. Logical Credal Networks