mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 29 Oct 2022

86 papers

  1. Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL ParsersSynthetic data and self-improvement for LLMs → Synthetic reasoning data and bootstrapping
  2. Application of Knowledge Distillation to Multi-task Speech Representation LearningKnowledge distillation → Speech and audio distillation
  3. Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification AlgorithmsEnd-to-end autonomous driving → Reinforcement learning for driving
  4. DeFIX: Detecting and Fixing Failure Scenarios with Reinforcement Learning in Imitation Learning Based Autonomous DrivingEnd-to-end autonomous driving → Reinforcement learning for driving +1
  5. Leveraging Orbital Information and Atomic Feature in Deep Learning Model
  6. Rare Wildlife Recognition with Self-Supervised Representation Learning
  7. Recursive Estimation of User Intent from Noninvasive Electroencephalography using Discriminative Models
  8. A Two Step Approach to Weighted Bipartite Link Recommendations
  9. CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification
  10. Mixed Reality Interface for Digital Twin of Plant Factory
  11. Causal DAG extraction from a library of books or videos/movies
  12. Data-driven low-dimensional dynamic model of Kolmogorov flow
  13. Multi-Scale Fusion Methodologies for Head and Neck Tumor Segmentation
  14. Single-Shot Domain Adaptation via Target-Aware Generative Augmentation
  15. Robust Distributed Learning Against Both Distributional Shifts and Byzantine Attacks
  16. Monitoring the Dynamic Networks of Stock Returns
  17. Semantic-SuPer: A Semantic-aware Surgical Perception Framework for Endoscopic Tissue Identification, Reconstruction, and Tracking
  18. A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging
  19. BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model
  20. Learning Dependencies of Discrete Speech Representations with Neural Hidden Markov Models
  21. Perturbation Analysis of Neural Collapse
  22. Improved Support Recovery in Universal One-bit Compressed Sensing
  23. Auxo: Efficient Federated Learning via Scalable Client Clustering
  24. Breaking the Symmetry: Resolving Symmetry Ambiguities in Equivariant Neural Networks
  25. Solving a Special Type of Optimal Transport Problem by a Modified Hungarian Algorithm
  26. Unsupervised Audio-Visual Lecture Segmentation
  27. XNOR-FORMER: Learning Accurate Approximations in Long Speech Transformers
  28. Unifying the Discrete and Continuous Emotion labels for Speech Emotion Recognition
  29. 2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study
  30. Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations
  31. TFormer: 3D Tooth Segmentation in Mesh Scans with Geometry Guided Transformer
  32. LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning
  33. Empirical Evaluation of Post-Training Quantization Methods for Language Tasks
  34. Neural Combinatorial Logic Circuit Synthesis from Input-Output Examples
  35. A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing
  36. Self-Supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-grained Time Resolution
  37. DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation
  38. Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework
  39. Strong Lottery Ticket Hypothesis with varepsilon--perturbation
  40. Relating Human Perception of Musicality to Prediction in a Predictive Coding Model
  41. NTULM: Enriching Social Media Text Representations with Non-Textual Units
  42. Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images
  43. INR-V: A Continuous Representation Space for Video-based Generative Tasks
  44. Boosting Monocular 3D Object Detection with Object-Centric Auxiliary Depth Supervision
  45. SearchTrack: Multiple Object Tracking with Object-Customized Search and Motion-Aware Features
  46. Ice Core Dating using Probabilistic Programming
  47. iSmallNet: Densely Nested Network with Label Decoupling for Infrared Small Target Detection
  48. Few-shot Image Generation via Adaptation-Aware Kernel Modulation
  49. Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation
  50. MinUn: Accurate ML Inference on Microcontrollers
  51. End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator
  52. Better Lightweight Network for Free: Codeword Mimic Learning for Massive MIMO CSI feedback
  53. Entity-centered Cross-document Relation Extraction
  54. Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection
  55. Phonemic Representation and Transcription for Speech to Text Applications for Under-resourced Indigenous African Languages: The Case of Kiswahili
  56. Differentiable Data Augmentation for Contrastive Sentence Representation Learning
  57. Causal Discovery of Dynamic Models for Predicting Human Spatial Interactions
  58. BIMRL: Brain Inspired Meta Reinforcement Learning
  59. Spectral Representation Learning for Conditional Moment Models
  60. Federated clustering with GAN-based data synthesis
  61. Fast-Convergent Federated Learning via Cyclic Aggregation
  62. Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance
  63. Clenshaw Graph Neural Networks
  64. Observable Perfect Equilibrium
  65. A pruning method based on the dissimilarity of angle among channels and filters
  66. The solution set of fuzzy relation equations with addition-min composition
  67. Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images
  68. Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering
  69. Aligning Offline Metrics and Human Judgments of Value for Code Generation Models
  70. Neural network quantum state with proximal optimization: a ground-state searching scheme based on variational Monte Carlo
  71. STPrompt: Semantic-guided and Task-driven prompts for Effective Few-shot Classification
  72. Learning Probabilistic Models from Generator Latent Spaces with Hat EBM
  73. IM: An R-Package for Computation of Image Moments and Moment Invariants
  74. A Systematic Survey of Chemical Pre-trained Models
  75. Recursive Reasoning in Minimax Games: A Level k Gradient Play Method
  76. Accelerating RNN-T Training and Inference Using CTC guidance
  77. GPA-Net:No-Reference Point Cloud Quality Assessment with Multi-task Graph Convolutional Network
  78. Pair DETR: Contrastive Learning Speeds Up DETR Training
  79. Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation
  80. Curiosity-Driven Multi-Agent Exploration with Mixed Objectives
  81. ImplantFormer: Vision Transformer based Implant Position Regression Using Dental CBCT Data
  82. Sentiment Classification of Code-Switched Text using Pre-trained Multilingual Embeddings and Segmentation
  83. Reformulating van Rijsbergen's Fβ metric for weighted binary cross-entropy
  84. Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images
  85. Joint Sub-component Level Segmentation and Classification for Anomaly Detection within Dual-Energy X-Ray Security Imagery
  86. Robust Boosting Forests with Richer Deep Feature Hierarchy