mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 4 Dec 2021

84 papers

  1. Extracting knowledge from features with multilevel abstractionKnowledge distillation → General knowledge distillation methods
  2. PointCLIP: Point Cloud Understanding by CLIPMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  3. VT-CLIP: Enhancing Vision-Language Models with Visual-guided TextsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  4. KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series ClassificationKnowledge distillation → General knowledge distillation methods
  5. Stage Conscious Attention Network (SCAN) : A Demonstration-Conditioned Policy for Few-Shot ImitationOffline RL and imitation learning from data → Robot manipulation imitation learning
  6. Hierarchical Neural Data Synthesis for Semantic ParsingSynthetic data and self-improvement for LLMs → LLM synthetic data generation
  7. Unraveling Social Perceptions & Behaviors towards Migrants on Twitter
  8. Representation Learning for Conversational Data using Discourse Mutual Information Maximization
  9. Using Machine Learning to Find New Density Functionals
  10. Mixed membership distribution-free model
  11. Efficient joint noise removal and multi exposure fusion
  12. Modeling and Predicting Blood Flow Characteristics through Double Stenosed Artery from CFD simulation using Deep Learning Models
  13. Multi-scale Graph Convolutional Networks with Self-Attention
  14. Adaptive Feature Interpolation for Low-Shot Image Generation
  15. Emojich -- zero-shot emoji generation using Russian language: a technical report
  16. Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data
  17. Fast Graph Neural Tangent Kernel via Kronecker Sketching
  18. DNN-based Policies for Stochastic AC OPF
  19. Functional Task Tree Generation from a Knowledge Graph to Solve Unseen Problems
  20. Variational Wasserstein gradient flow
  21. Nonparametric mixture MLEs under Gaussian-smoothed optimal transport distance
  22. YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone
  23. Predicting Bandwidth Utilization on Network Links Using Machine Learning
  24. Gated2Gated: Self-Supervised Depth Estimation from Gated Images
  25. Understanding Dynamic Spatio-Temporal Contexts in Long Short-Term Memory for Road Traffic Speed Prediction
  26. Towards automated verification of multi-party consensus protocols
  27. Optimization-Based Separations for Neural Networks
  28. My(o) Armband Leaks Passwords: An EMG and IMU Based Keylogging Side-Channel Attack
  29. LTT-GAN: Looking Through Turbulence by Inverting GANs
  30. 3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity Challenge
  31. TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion
  32. CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection
  33. Unsupervised Adaptation of Semantic Segmentation Models without Source Data
  34. SITA: Single Image Test-time Adaptation
  35. Label Hierarchy Transition: Delving into Class Hierarchies to Enhance Deep Classifiers
  36. Logic Shrinkage: Learned FPGA Netlist Sparsity for Efficient Neural Network Inference
  37. Overcome Anterograde Forgetting with Cycled Memory Networks
  38. Scanpath Prediction on Information Visualisations
  39. Generalized Binary Search Network for Highly-Efficient Multi-View Stereo
  40. Efficient Pressure: Improving efficiency for signalized intersections
  41. LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI
  42. A Russian Jeopardy! Data Set for Question-Answering Systems
  43. Machine Learning in Nuclear Physics
  44. MoFaNeRF: Morphable Facial Neural Radiance Field
  45. Toward Practical Monocular Indoor Depth Estimation
  46. An Annotated Video Dataset for Computing Video Memorability
  47. Adaptive label thresholding methods for online multi-label classification
  48. Unsupervised Domain Generalization by Learning a Bridge Across Domains
  49. Ablation study of self-supervised learning for image classification
  50. PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing
  51. Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations
  52. BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale
  53. U2-Former: A Nested U-shaped Transformer for Image Restoration
  54. BAANet: Learning Bi-directional Adaptive Attention Gates for Multispectral Pedestrian Detection
  55. A Multi-Strategy based Pre-Training Method for Cold-Start Recommendation
  56. Self-supervised Graph Learning for Occasional Group Recommendation
  57. Feature-based Recognition Framework for Super-resolution Images
  58. Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding
  59. "Stop Asian Hate!" : Refining Detection of Anti-Asian Hate Speech During the COVID-19 Pandemic
  60. DMGCRN: Dynamic Multi-Graph Convolution Recurrent Network for Traffic Forecasting
  61. STJLA: A Multi-Context Aware Spatio-Temporal Joint Linear Attention Network for Traffic Forecasting
  62. Construct Informative Triplet with Two-stage Hard-sample Generation
  63. Towards the One Learning Algorithm Hypothesis: A System-theoretic Approach
  64. In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers
  65. Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction
  66. Dense Extreme Inception Network for Edge Detection
  67. Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint
  68. Controllable Response Generation for Assistive Use-cases
  69. LAVT: Language-Aware Vision Transformer for Referring Image Segmentation
  70. Sphere Face Model:A 3D Morphable Model with Hypersphere Manifold Latent Space
  71. A Triple-Double Convolutional Neural Network for Panchromatic Sharpening
  72. SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing
  73. SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning
  74. PhishMatch: A Layered Approach for Effective Detection of Phishing URLs
  75. HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval
  76. A Game-Theoretic Approach for AI-based Botnet Attack Defence
  77. Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides
  78. Orientation Aware Weapons Detection In Visual Data : A Benchmark Dataset
  79. Transferring Unconditional to Conditional GANs with Hyper-Modulation
  80. Deep Policy Iteration with Integer Programming for Inventory Management
  81. Joint Audio-Text Model for Expressive Speech-Driven 3D Facial Animation
  82. Generalized Likelihood Ratio Test for Adversarially Robust Hypothesis Testing
  83. Data Fusion with Latent Map Gaussian Processes
  84. Behind the Curtain: Learning Occluded Shapes for 3D Object Detection