mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 10 Jan 2022

125 papers

  1. The Effects of Reward Misspecification: Mapping and Mitigating Misaligned ModelsLLM alignment / RLHF / preference optimisation → Reward hacking and misspecification
  2. FedDTG:Federated Data-Free Knowledge Distillation via Three-Player Generative Adversarial NetworksKnowledge distillation → Federated, robust and private distillation
  3. Application of Machine Learning-Based Pattern Recognition in IoT Devices: Review
  4. GUDN: A novel guide network with label reinforcement strategy for extreme multi-label text classification
  5. EP-PQM: Efficient Parametric Probabilistic Quantum Memory with Fewer Qubits and Gates
  6. Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems
  7. Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics
  8. Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph
  9. Desynchronous Learning in a Physics-Driven Learning Network
  10. Improving ECG Classification Interpretability using Saliency Maps
  11. A novel method for error analysis in radiation thermometry with application to industrial furnaces
  12. ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation
  13. Identification of chicken egg fertility using SVM classifier based on first-order statistical feature extraction
  14. Multimodal Representations Learning Based on Mutual Information Maximization and Minimization and Identity Embedding for Multimodal Sentiment Analysis
  15. Optimal and Differentially Private Data Acquisition: Central and Local Mechanisms
  16. Emotion Intensity and its Control for Emotional Voice Conversion
  17. The Dataset Nutrition Label (2nd Gen): Leveraging Context to Mitigate Harms in Artificial Intelligence
  18. Quantum activation functions for quantum neural networks
  19. Verified Probabilistic Policies for Deep Reinforcement Learning
  20. Stratified Graph Spectra
  21. NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery
  22. FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing
  23. Informal Persian Universal Dependency Treebank
  24. Homepage2Vec: Language-Agnostic Website Embedding and Classification
  25. PrintsGAN: Synthetic Fingerprint Generator
  26. Neuroplastic graph attention networks for nuclei segmentation in histopathology images
  27. Towards Group Robustness in the presence of Partial Group Labels
  28. Learning Fair Node Representations with Graph Counterfactual Fairness
  29. A Likelihood Ratio based Domain Adaptation Method for E2E Models
  30. 3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient
  31. Multi-Query Video Retrieval
  32. Competing Mutual Information Constraints with Stochastic Competition-based Activations for Learning Diversified Representations
  33. Graph-Based Recommendation System Enhanced with Community Detection
  34. A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow
  35. SpectraNet: Learned Recognition of Artificial Satellites From High Contrast Spectroscopic Imagery
  36. Evaluating Bayesian Model Visualisations
  37. Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations
  38. Iterative training of robust k-space interpolation networks for improved image reconstruction with limited scan specific training samples
  39. Demonstrating The Risk of Imbalanced Datasets in Chest X-ray Image-based Diagnostics by Prototypical Relevance Propagation
  40. Reproducing BowNet: Learning Representations by Predicting Bags of Visual Words
  41. Language-driven Semantic Segmentation
  42. A ConvNet for the 2020s
  43. Investigating internal migration with network analysis and latent space representations: An application to Turkey
  44. Assisting Unknown Teammates in Unknown Tasks: Ad Hoc Teamwork under Partial Observability
  45. SCROLLS: Standardized CompaRison Over Long Language Sequences
  46. Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning
  47. Permuted and Unlinked Monotone Regression in ℝd: an approach based on mixture modeling and optimal transport
  48. When is Offline Two-Player Zero-Sum Markov Game Solvable?
  49. Polish Natural Language Inference and Factivity -- an Expert-based Dataset and Benchmarks
  50. Black-Box Tuning for Language-Model-as-a-Service
  51. A study on cross-corpus speech emotion recognition and data augmentation
  52. Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model
  53. Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised Classifier
  54. 3D Face Morphing Attacks: Generation, Vulnerability and Detection
  55. Leveraging Social Influence based on Users Activity Centers for Point-of-Interest Recommendation
  56. Bayesian Consistency with the Supremum Metric
  57. A Survey of Plagiarism Detection Systems: Case of Use with English, French and Arabic Languages
  58. Learning polytopes with fixed facet directions
  59. Systems Challenges for Trustworthy Embodied Systems
  60. Multiplayer Performative Prediction: Learning in Decision-Dependent Games
  61. Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
  62. BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives
  63. Morphological Analysis of Japanese Hiragana Sentences using the BI-LSTM CRF Model
  64. High-resolution Ecosystem Mapping in Repetitive Environments Using Dual Camera SLAM
  65. Continual Learning of Long Topic Sequences in Neural Information Retrieval
  66. GMFIM: A Generative Mask-guided Facial Image Manipulation Model for Privacy Preservation
  67. A Unified Granular-ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set
  68. COIN: Counterfactual Image Generation for VQA Interpretation
  69. Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping
  70. DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population
  71. Latency Adjustable Transformer Encoder for Language Understanding
  72. Graph Representation Learning for Multi-Task Settings: a Meta-Learning Approach
  73. Gait Recognition Based on Deep Learning: A Survey
  74. Comparison of Representation Learning Techniques for Tracking in time resolved 3D Ultrasound
  75. Cross-Modal ASR Post-Processing System for Error Correction and Utterance Rejection
  76. A Planck Radiation and Quantization Scheme for Human Cognition and Language
  77. Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks
  78. GhostNets on Heterogeneous Devices via Cheap Operations
  79. A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study
  80. A statistical shape model for radiation-free assessment and classification of craniosynostosis
  81. An application of the splitting-up method for the computation of a neural network representation for the solution for the filtering equations
  82. IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification
  83. A Study on Mitigating Hard Boundaries of Decision-Tree-based Uncertainty Estimates for AI Models
  84. Vision in adverse weather: Augmentation using CycleGANs with various object detectors for robust perception in autonomous racing
  85. GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models [Technical Report]
  86. Small Object Detection using Deep Learning
  87. There is no rose without a thorn: Finding weaknesses on BlenderBot 2.0 in terms of Model, Data and User-Centric Approach
  88. Swin Transformer for Fast MRI
  89. Wind Park Power Prediction: Attention-Based Graph Networks and Deep Learning to Capture Wake Losses
  90. Explainable AI Integrated Feature Selection for Landslide Susceptibility Mapping using TreeSHAP
  91. Local Information Assisted Attention-free Decoder for Audio Captioning
  92. Handwriting recognition and automatic scoring for descriptive answers in Japanese language tests
  93. Why-So-Deep: Towards Boosting Previously Trained Models for Visual Place Recognition
  94. Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds
  95. Model-Based Image Signal Processors via Learnable Dictionaries
  96. Differentially Private ℓ1-norm Linear Regression with Heavy-tailed Data
  97. Differentiable and Scalable Generative Adversarial Models for Data Imputation
  98. Predictions of Reynolds and Nusselt numbers in turbulent convection using machine-learning models
  99. Task planning and explanation with virtual actions
  100. End-to-end lossless compression of high precision depth maps guided by pseudo-residual
All 125
  1. Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification
  2. Writing Style Aware Document-level Event Extraction
  3. An Adaptive Neuro-Fuzzy System with Integrated Feature Selection and Rule Extraction for High-Dimensional Classification Problems
  4. MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
  5. Towards Boosting the Accuracy of Non-Latin Scene Text Recognition
  6. Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption
  7. Transfer Learning for Scene Text Recognition in Indian Languages
  8. Swin Transformer coupling CNNs Makes Strong Contextual Encoders for VHR Image Road Extraction
  9. Pedestrian Detection: Domain Generalization, CNNs, Transformers and Beyond
  10. A Simulation Platform for Multi-tenant Machine Learning Services on Thousands of GPUs
  11. Style, Content, and the Success of Ideas
  12. Quantifying Gender Bias in Consumer Culture
  13. Communication-Efficient Federated Learning with Accelerated Client Gradient
  14. TFS Recognition: Investigating MPH]{Thai Finger Spelling Recognition: Investigating MediaPipe Hands Potentials
  15. Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems
  16. m^ast of two-dimensional electron gas: a neural canonical transformation study
  17. Enhancing Low-Light Images in Real World via Cross-Image Disentanglement
  18. Supervised Contrastive Learning for Recommendation
  19. Multi-Level Attention for Unsupervised Person Re-Identification
  20. Differentially Private Generative Adversarial Networks with Model Inversion
  21. An Interpretable Federated Learning-based Network Intrusion Detection Framework
  22. Systematic biases when using deep neural networks for annotating large catalogs of astronomical images
  23. Loss-calibrated expectation propagation for approximate Bayesian decision-making
  24. Information-Theoretic Bias Reduction via Causal View of Spurious Correlation
  25. Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Control