mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 9 Sep 2022

113 papers

  1. Defend Data Poisoning Attacks on Voice AuthenticationLLM safety and security → Audio jailbreaks and speech backdoors
  2. In-situ animal behavior classification using knowledge distillation and fixed-point quantizationKnowledge distillation → General knowledge distillation methods
  3. Robust and Lossless Fingerprinting of Deep Neural Networks via Pooled Membership InferenceLLM safety and security → Watermarking generated content and models
  4. Task-Agnostic Learning to Accomplish New TasksOffline RL and imitation learning from data → Robot manipulation imitation learning
  5. Neural Networks for Local Search and Crossover in Vehicle Routing: A Possible Overkill?
  6. T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition
  7. Calibrating Segmentation Networks with Margin-based Label Smoothing
  8. Activity report analysis with automatic single or multispan answer extraction
  9. PoxVerifi: An Information Verification System to Combat Monkeypox Misinformation
  10. Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization
  11. Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting
  12. Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization
  13. Deep learning in a bilateral brain with hemispheric specialization
  14. Reconstruction of Three-dimensional Scroll Waves in Excitable Media from Two-Dimensional Observations using Deep Neural Networks
  15. Clustering-based Imputation for Dropout Buyers in Large-scale Online Experimentation
  16. Automatically Score Tissue Images Like a Pathologist by Transfer Learning
  17. Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes
  18. Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural Network
  19. Continual learning benefits from multiple sleep mechanisms: NREM, REM, and Synaptic Downscaling
  20. Avoiding Pragmatic Oddity: A Bottom-up Defeasible Deontic Logic
  21. Sparsity-guided Network Design for Frame Interpolation
  22. DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion
  23. Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified Corpus
  24. Improving Model Training via Self-learned Label Representations
  25. Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification
  26. PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition
  27. The Space of Adversarial Strategies
  28. Affinity-VAE: incorporating prior knowledge in representation learning from scientific images
  29. Deep Learning Based Residuals in Non-linear Factor Models: Precision Matrix Estimation of Returns with Low Signal-to-Noise Ratio
  30. DeepSTI: Towards Tensor Reconstruction using Fewer Orientations in Susceptibility Tensor Imaging
  31. General Place Recognition Survey: Towards the Real-world Autonomy Age
  32. Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification
  33. Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes
  34. MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation
  35. Learning sparse auto-encoders for green AI image coding
  36. Improved Masked Image Generation with Token-Critic
  37. Investigation of a Machine learning methodology for the SKA pulsar search pipeline
  38. Expected Worst Case Regret via Stochastic Sequential Covering
  39. Trigger Warnings: Bootstrapping a Violence Detector for FanFiction
  40. GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression
  41. Trust Calibration as a Function of the Evolution of Uncertainty in Knowledge Generation: A Survey
  42. MICO: Selective Search with Mutual Information Co-training
  43. Energy-Aware JPEG Image Compression: A Multi-Objective Approach
  44. Pre-training image-language transformers for open-vocabulary tasks
  45. EDeNN: Event Decay Neural Networks for low latency vision
  46. SC-Square: Future Progress with Machine Learning?
  47. A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification
  48. Risk-Averse Multi-Armed Bandits with Unobserved Confounders: A Case Study in Emotion Regulation in Mobile Health
  49. MIntRec: A New Dataset for Multimodal Intent Recognition
  50. Multi-objective hyperparameter optimization with performance uncertainty
  51. Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis
  52. Design of a Supervisory Control System for Autonomous Operation of Advanced Reactors
  53. Ranking-Enhanced Unsupervised Sentence Representation Learning
  54. Heterogeneous Treatment Effect Bounds under Sample Selection with an Application to the Effects of Social Media on Political Polarization
  55. Saliency Guided Adversarial Training for Learning Generalizable Features with Applications to Medical Imaging Classification System
  56. Multi-Document Scientific Summarization from a Knowledge Graph-Centric View
  57. Alignment-based conformance checking over probabilistic events
  58. Towards Confidence-guided Shape Completion for Robotic Applications
  59. Automatic Readability Assessment of German Sentences with Transformer Ensembles
  60. Robust-by-Design Classification via Unitary-Gradient Neural Networks
  61. Tracking Small and Fast Moving Objects: A Benchmark
  62. F-coref: Fast, Accurate and Easy to Use Coreference Resolution
  63. Deep learning-based Crop Row Detection for Infield Navigation of Agri-Robots
  64. Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis
  65. Route Planning for Last-Mile Deliveries Using Mobile Parcel Lockers: A Hybrid Q-Learning Network Approach
  66. Deriving dynamical systems for language based on the Tolerance Principle
  67. Knowledge-based Deep Learning for Modeling Chaotic Systems
  68. Shapley value-based approaches to explain the robustness of classifiers in machine learning
  69. Talking Head from Speech Audio using a Pre-trained Image Generator
  70. EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography
  71. Retinal Image Restoration and Vessel Segmentation using Modified Cycle-CBAM and CBAM-UNet
  72. Survey on Deep Fuzzy Systems in regression applications: a view on interpretability
  73. Modelling Patient Trajectories Using Multimodal Information
  74. Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANs
  75. Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath
  76. Fast and Accurate Importance Weighting for Correcting Sample Bias
  77. Autoencoder Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm
  78. Selecting Related Knowledge via Efficient Channel Attention for Online Continual Learning
  79. An Indian Roads Dataset for Supported and Suspended Traffic Lights Detection
  80. Conversion of Acoustic Signal (Speech) Into Text By Digital Filter using Natural Language Processing
  81. Differentially Private Stochastic Gradient Descent with Low-Noise
  82. Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning
  83. Anomaly Detection through Unsupervised Federated Learning
  84. Generative Deformable Radiance Fields for Disentangled Image Synthesis of Topology-Varying Objects
  85. FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference
  86. Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation
  87. Explanation Method for Anomaly Detection on Mixed Numerical and Categorical Spaces
  88. Overlapped speech and gender detection with WavLM pre-trained features
  89. Estimating Multi-label Accuracy using Labelset Distributions
  90. ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference
  91. Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions
  92. Multi-grained Label Refinement Network with Dependency Structures for Joint Intent Detection and Slot Filling
  93. SUPER-Rec: SUrrounding Position-Enhanced Representation for Recommendation
  94. Domain-specific Learning of Multi-scale Facial Dynamics for Apparent Personality Traits Prediction
  95. Extending Open Bandit Pipeline to Simulate Industry Challenges
  96. ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation
  97. Causal Modeling of Policy Interventions From Sequences of Treatments and Outcomes
  98. Adapting to Non-Centered Languages for Zero-shot Multilingual Translation
  99. SPT-NRTL: A physics-guided machine learning model to predict thermodynamically consistent activity coefficients
  100. MaxMatch-Dropout: Subword Regularization for WordPiece
All 113
  1. Fast Neural Kernel Embeddings for General Activations
  2. clusterBMA: Bayesian model averaging for clustering
  3. Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction
  4. Gaussian Process Koopman Mode Decomposition
  5. MATT: A Multiple-instance Attention Mechanism for Long-tail Music Genre Classification
  6. An Analysis of Deep Reinforcement Learning Agents for Text-based Games
  7. MassMIND: Massachusetts Maritime INfrared Dataset
  8. Learning Audio-Visual embedding for Person Verification in the Wild
  9. Stochastic Compositional Optimization with Compositional Constraints
  10. Improving the Environmental Perception of Autonomous Vehicles using Deep Learning-based Audio Classification
  11. Audio Analytics-based Human Trafficking Detection Framework for Autonomous Vehicles
  12. RASR: Risk-Averse Soft-Robust MDPs with EVaR and Entropic Risk
  13. TEACH: Temporal Action Composition for 3D Humans