mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 31 Oct 2021

75 papers

  1. Rethinking the Knowledge Distillation From the Perspective of Model CalibrationKnowledge distillation → Knowledge distillation for LLMs
  2. Efficient passive membership inference attack in federated learningLLM safety and security → Federated unlearning and poisoning
  3. Efficiently Modeling Long Sequences with Structured State SpacesState-space sequence models (S4, Mamba) → Core SSM architectures for language
  4. Creating A Coefficient of Change in the Built Environment After a Natural Disaster
  5. Predicting Cancer Using Supervised Machine Learning: Mesothelioma
  6. Classifying YouTube Comments Based on Sentiment and Type of Sentence
  7. Progressive observation of Covid-19 vaccination effects on skin-cellular structures by use of Intelligent Laser Speckle Classification (ILSC)
  8. Hierarchical Decision Ensembles- An inferential framework for uncertain Human-AI collaboration in forensic examinations
  9. Distantly Supervised Semantic Text Detection and Recognition for Broadcast Sports Videos Understanding
  10. Intrusion Detection using Spatial-Temporal features based on Riemannian Manifold
  11. Deep Recursive Embedding for High-Dimensional Data
  12. Clinical Evidence Engine: Proof-of-Concept For A Clinical-Domain-Agnostic Decision Support Infrastructure
  13. PIE: Pseudo-Invertible Encoder
  14. R-BERT-CNN: Drug-target interactions extraction from biomedical literature
  15. Towards Language Modelling in the Speech Domain Using Sub-word Linguistic Units
  16. A Systematic Investigation of Commonsense Knowledge in Large Language Models
  17. Graph Embedding with Hierarchical Attentive Membership
  18. Explainable Artificial Intelligence for Smart City Application: A Secure and Trusted Platform
  19. Minimum Description Length Recurrent Neural Networks
  20. Bayesian optimization of distributed neurodynamical controller models for spatial navigation
  21. The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces
  22. TorchXRayVision: A library of chest X-ray datasets and models
  23. Unsupervised Learning to Subphenotype Delirium Patients from Electronic Health Records
  24. Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency
  25. A Tensor SVD-based Classification Algorithm Applied to fMRI Data
  26. JEDAI: A System for Skill-Aligned Explainable Robot Planning
  27. Text Classification for Task-based Source Code Related Questions
  28. What Went Wrong? Explaining Overall Dialogue Quality through Utterance-Level Impacts
  29. An Approach to Inference-Driven Dialogue Management within a Social Chatbot
  30. Can we learn gradients by Hamiltonian Neural Networks?
  31. Revealing and Protecting Labels in Distributed Training
  32. Quality Estimation Using Round-trip Translation with Sentence Embeddings
  33. Policy Optimization for Constrained MDPs with Provable Fast Global Convergence
  34. Learning to Detect Open Carry and Concealed Object with 77GHz Radar
  35. Template Filling for Controllable Commonsense Reasoning
  36. From Face to Gait: Weakly-Supervised Learning of Gender Information from Walking Patterns
  37. Focal Attention Networks: optimising attention for biomedical image segmentation
  38. Incorporating Boundary Uncertainty into loss functions for biomedical image segmentation
  39. Learning Debiased and Disentangled Representations for Semantic Segmentation
  40. Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation
  41. FinEAS: Financial Embedding Analysis of Sentiment
  42. Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph
  43. Visualization: the missing factor in Simultaneous Speech Translation
  44. Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCup
  45. DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary
  46. Fully convolutional Siamese neural networks for buildings damage assessment from satellite images
  47. PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation
  48. DPNET: Dual-Path Network for Efficient Object Detectioj with Lightweight Self-Attention
  49. DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents
  50. Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation
  51. Learned Image Compression with Separate Hyperprior Decoders
  52. IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable Registration
  53. Efficient, Anytime Algorithms for Calibration with Isotonic Regression under Strictly Convex Losses
  54. DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning
  55. FastCover: An Unsupervised Learning Framework for Multi-Hop Influence Maximization in Social Networks
  56. Graph Neural Network based scheduling : Improved throughput under a generalized interference model
  57. Gaussian Kernel Mixture Network for Single Image Defocus Deblurring
  58. Loop closure detection using local 3D deep descriptors
  59. Decentralized Multi-Agent Reinforcement Learning: An Off-Policy Method
  60. An Actor-Critic Method for Simulation-Based Optimization
  61. Using Google Trends as a proxy for occupant behavior to predict building energy consumption
  62. All-In-One: Artificial Association Neural Networks
  63. Interpreting Deep Knowledge Tracing Model on EdNet Dataset
  64. Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances
  65. Hierarchical Deep Residual Reasoning for Temporal Moment Localization
  66. Safe Adaptive Learning-based Control for Constrained Linear Quadratic Regulators with Regret Guarantees
  67. PANet: Perspective-Aware Network with Dynamic Receptive Fields and Self-Distilling Supervision for Crowd Counting
  68. Speech Emotion Recognition Using Quaternion Convolutional Neural Networks
  69. FANS: Fusing ASR and NLU for on-device SLU
  70. A Simple Approach to Image Tilt Correction with Self-Attention MobileNet for Smartphones
  71. A robust single-pixel particle image velocimetry based on fully convolutional networks with cross-correlation embedded
  72. Dual Attention Network for Heart Rate and Respiratory Rate Estimation
  73. EfficientWord-Net: An Open Source Hotword Detection Engine based on One-shot Learning
  74. Conical Classification For Computationally Efficient One-Class Topic Determination
  75. Revisiting joint decoding based multi-talker speech recognition with DNN acoustic model