mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 8 May 2021

77 papers

  1. RAIL: A modular framework for Reinforcement-learning-based Adversarial Imitation LearningOffline RL and imitation learning from data → Imitation learning methods
  2. De-Pois: An Attack-Agnostic Defense against Data Poisoning AttacksLLM safety and security → Backdoor and data poisoning attacks
  3. Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge DistillationKnowledge distillation → Speech and audio distillation
  4. Pouring Dynamics Estimation Using Gated Recurrent Units
  5. Robustness of end-to-end Automatic Speech Recognition Models -- A Case Study using Mozilla DeepSpeech
  6. Class-Incremental Learning for Wireless Device Identification in IoT
  7. Long-Span Summarization via Local Attention and Content Selection
  8. Fine-Grained ε-Margin Closed-Form Stabilization of Parametric Hawkes Processes
  9. Human Gait State Prediction Using Cellular Automata and Classification Using ELM
  10. AnomalyHop: An SSL-based Image Anomaly Localization Method
  11. Stability and Generalization of Stochastic Gradient Methods for Minimax Problems
  12. Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning
  13. Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study
  14. Dynamic Game Theoretic Neural Optimizer
  15. MetaKernel: Learning Variational Random Features with Limited Labels
  16. NLP-IIS@UT at SemEval-2021 Task 4: Machine Reading Comprehension using the Long Document Transformer
  17. Study of List-Based OMP and an Enhanced Model for Direction Finding with Non-Uniform Arrays
  18. e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks
  19. PCA Event-Based Optical Flow for Visual Odometry
  20. Improving Deep Learning Performance for Predicting Large-Scale Porous-Media Flow through Feature Coarsening
  21. Contrastive Attraction and Contrastive Repulsion for Representation Learning
  22. Certified Robustness to Text Adversarial Attacks by Randomized [MASK]
  23. PIM-DRAM: Accelerating Machine Learning Workloads using Processing in Commodity DRAM
  24. Generative Actor-Critic: An Off-policy Algorithm Using the Push-forward Model
  25. Mental Models of Adversarial Machine Learning
  26. Continuous representations of intents for dialogue systems
  27. Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions
  28. Falling Through the Gaps: Neural Architectures as Models of Morphological Rule Learning
  29. Understanding Neural Networks with Logarithm Determinant Entropy Estimator
  30. Tensor Programs IIb: Architectural Universality of Neural Tangent Kernel Training Dynamics
  31. Business Entity Matching with Siamese Graph Convolutional Networks
  32. Incompatibility Clustering as a Defense Against Backdoor Poisoning Attacks
  33. Self-Supervised Adversarial Example Detection by Disentangled Representation
  34. HamNet: Conformation-Guided Molecular Representation with Hamiltonian Neural Networks
  35. Quantum Machine Learning For Classical Data
  36. Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction
  37. Universal Online Convex Optimization Meets Second-order Bounds
  38. A Crossover That Matches Diverse Parents Together in Evolutionary Algorithms
  39. EZCrop: Energy-Zoned Channels for Robust Output Pruning
  40. Nearly Minimax-Optimal Rates for Noisy Sparse Phase Retrieval via Early-Stopped Mirror Descent
  41. Active Terahertz Imaging Dataset for Concealed Object Detection
  42. The Tags Are Alright: Robust Large-Scale RFID Clone Detection Through Federated Data-Augmented Radio Fingerprinting
  43. Chameleon: A Semi-AutoML framework targeting quick and scalable development and deployment of production-ready ML systems for SMEs
  44. D2S: Document-to-Slide Generation Via Query-Based Text Summarization
  45. On Linear Interpolation in the Latent Space of Deep Generative Models
  46. Deep learning of nanopore sensing signals using a bi-path network
  47. Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
  48. Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
  49. How To Train Your Program: a Probabilistic Programming Pattern for Bayesian Learning From Data
  50. Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval
  51. Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and Sampling
  52. On Guaranteed Optimal Robust Explanations for NLP Models
  53. CASIA-Face-Africa: A Large-scale African Face Image Database
  54. Improving Cross-Lingual Reading Comprehension with Self-Training
  55. A parallel-network continuous quantitative trading model with GARCH and PPO
  56. ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting
  57. Interpretable Mixture Density Estimation by use of Differentiable Tree-module
  58. Optimising Resource Management for Embedded Machine Learning
  59. Learning to Detect an Odd Restless Markov Arm with a Trembling Hand
  60. Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms
  61. Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval
  62. Pure Exploration Bandit Problem with General Reward Functions Depending on Full Distributions
  63. Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms
  64. Learning stochastic decision trees
  65. Loss Tolerant Federated Learning
  66. Facial Emotion Recognition: State of the Art Performance on FER2013
  67. Adaptive Latent Space Tuning for Non-Stationary Distributions
  68. SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks
  69. Unsupervised Remote Sensing Super-Resolution via Migration Image Prior
  70. Learning to Predict Repeatability of Interest Points
  71. Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking?
  72. Domain-Specific Suppression for Adaptive Object Detection
  73. Improving Robustness for Pose Estimation via Stable Heatmap Regression
  74. ChaRRNets: Channel Robust Representation Networks for RF Fingerprinting
  75. Multimodal and Contrastive Learning for Click Fraud Detection
  76. Scalable, Decentralized Multi-Agent Reinforcement Learning Methods Inspired by Stigmergy and Ant Colonies
  77. Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection