mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 7 May 2022

82 papers

  1. Towards a Progression-Aware Autonomous Dialogue AgentLLM agents and tool use → General LLM agent frameworks and benchmarks
  2. Distilling Inter-Class Distance for Semantic SegmentationKnowledge distillation → Detection and dense prediction distillation
  3. A Simple Yet Efficient Method for Adversarial Word-Substitute Attack
  4. DL4DS -- Deep Learning for empirical DownScaling
  5. Automatic Stack Velocity Picking Using an Unsupervised Ensemble Learning Method
  6. Evaluation of a User Authentication Schema Using Behavioral Biometrics and Machine Learning
  7. Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network Regression
  8. Applications of Reinforcement Learning in Deregulated Power Market: A Comprehensive Review
  9. Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review
  10. Search-Based Testing of Reinforcement Learning
  11. Impact of L1 Batch Normalization on Analog Noise Resistant Property of Deep Learning Models
  12. Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion
  13. Synthetic Point Cloud Generation for Class Segmentation Applications
  14. FRC-TOuNN: Topology Optimization of Continuous Fiber Reinforced Composites using Neural Network
  15. Optimal Lighting Control in Greenhouses Using Bayesian Neural Networks for Sunlight Prediction
  16. Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm
  17. Category-Independent Articulated Object Tracking with Factor Graphs
  18. Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention
  19. Odor Descriptor Understanding through Prompting
  20. A Review on Viewpoints and Path-planning for UAV-based 3D Reconstruction
  21. Accuracy Convergent Field Predictors
  22. Training from Zero: Radio Frequency Machine Learning Data Quantity Forecasting
  23. Keratoconus Classifier for Smartphone-based Corneal Topographer
  24. Dynamic Matching Bandit For Two-Sided Online Markets
  25. AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury
  26. GenISP: Neural ISP for Low-Light Machine Cognition
  27. Better Retrieval May Not Lead to Better Question Answering
  28. Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms
  29. Empathetic Response Generation with State Management
  30. Towards Practical Physics-Informed ML Design and Evaluation for Power Grid
  31. Deep learning approximations for non-local nonlinear PDEs with Neumann boundary conditions
  32. Automated Algorithm Selection for Radar Network Configuration
  33. Vector Representations of Idioms in Conversational Systems
  34. Variational Sparse Coding with Learned Thresholding
  35. Playing Tic-Tac-Toe Games with Intelligent Single-pixel Imaging
  36. Arrhythmia Classifier using Binarized Convolutional Neural Network for Resource-Constrained Devices
  37. Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding
  38. Towards Robust 3D Object Recognition with Dense-to-Sparse Deep Domain Adaptation
  39. Label Adversarial Learning for Skeleton-level to Pixel-level Adjustable Vessel Segmentation
  40. Automatic Velocity Picking Using a Multi-Information Fusion Deep Semantic Segmentation Network
  41. Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation
  42. Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks
  43. Ultrafast Image Categorization in Biology and Neural Models
  44. Comparison Knowledge Translation for Generalizable Image Classification
  45. Deep Quality Assessment of Compressed Videos: A Subjective and Objective Study
  46. Sparse Regularized Correlation Filter for UAV Object Tracking with adaptive Contextual Learning and Keyfilter Selection
  47. Determination of class-specific variables in nonparametric multiple-class classification
  48. BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck
  49. UniMorph 4.0: Universal Morphology
  50. Automatic Block-wise Pruning with Auxiliary Gating Structures for Deep Convolutional Neural Networks
  51. ConceptDistil: Model-Agnostic Distillation of Concept Explanations
  52. GAN-Based Multi-View Video Coding with Spatio-Temporal EPI Reconstruction
  53. Towards Computationally Feasible Deep Active Learning
  54. Learning Disentangled Textual Representations via Statistical Measures of Similarity
  55. Efficient VVC Intra Prediction Based on Deep Feature Fusion and Probability Estimation
  56. SPQE: Structure-and-Perception-Based Quality Evaluation for Image Super-Resolution
  57. Unified Chinese License Plate Detection and Recognition with High Efficiency
  58. Automatic Detection of Interplanetary Coronal Mass Ejections in Solar Wind In Situ Data
  59. Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning
  60. Deep learning for spatio-temporal forecasting -- application to solar energy
  61. Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement
  62. Graph Fusion Network for Multi-Oriented Object Detection
  63. Improving Downstream Task Performance by Treating Numbers as Entities
  64. SubGraph Networks based Entity Alignment for Cross-lingual Knowledge Graph
  65. Multi-Target Active Object Tracking with Monte Carlo Tree Search and Target Motion Modeling
  66. Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance
  67. From heavy rain removal to detail restoration: A faster and better network
  68. Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor
  69. Bandits for Structure Perturbation-based Black-box Attacks to Graph Neural Networks with Theoretical Guarantees
  70. Graph Spectral Embedding using the Geodesic Betweeness Centrality
  71. CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective
  72. Anomaly Detection in Intra-Vehicle Networks
  73. BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation
  74. Attract me to Buy: Advertisement Copywriting Generation with Multimodal Multi-structured Information
  75. Factory: Fast Contact for Robotic Assembly
  76. Gigs with Guarantees: Achieving Fair Wage for Food Delivery Workers
  77. Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm
  78. Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution
  79. Optimizing Terrain Mapping and Landing Site Detection for Autonomous UAVs
  80. Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction
  81. Self-supervised Deep Unrolled Reconstruction Using Regularization by Denoising
  82. CORWA: A Citation-Oriented Related Work Annotation Dataset