Decoupled Kullback-Leibler Divergence Loss May 23, 2023 Adversarial Defense Adversarial Robustness
Code Code Available Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? May 22, 2023 Data-free Knowledge Distillation Few-Shot Learning
Code Code Available DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining May 20, 2023 Extractive Summarization Knowledge Distillation
Code Code Available Lifting the Curse of Capacity Gap in Distilling Language Models May 20, 2023 Knowledge Distillation Mixture-of-Experts
Code Code Available Cross-modality Data Augmentation for End-to-End Sign Language Translation May 18, 2023 Data Augmentation Knowledge Distillation
Code Code Available AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression May 17, 2023 Knowledge Distillation Language Modeling
Code Code Available Tailoring Instructions to Student's Learning Levels Boosts Knowledge Distillation May 16, 2023 Knowledge Distillation text-classification
Code Code Available Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models May 15, 2023 3D Object Detection Image Captioning
Code Code Available Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction May 11, 2023 Contrastive Learning Knowledge Distillation
Code Code Available Improving Continual Relation Extraction by Distinguishing Analogous Semantics May 11, 2023 Continual Relation Extraction Knowledge Distillation
Code Code Available FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity May 9, 2023 Federated Learning Knowledge Distillation
Code Code Available SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models May 9, 2023 Image Generation Knowledge Distillation
Code Code Available Distilling Script Knowledge from Large Language Models for Constrained Language Planning May 9, 2023 Knowledge Distillation
Code Code Available Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty May 4, 2023 Knowledge Distillation object-detection
Code Code Available SCOTT: Self-Consistent Chain-of-Thought Distillation May 3, 2023 counterfactual Counterfactual Reasoning
Code Code Available DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge Distillation May 2, 2023 Knowledge Distillation Semantic Segmentation
Code Code Available A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering Apr 26, 2023 Decoder Knowledge Distillation
Code Code Available Class Attention Transfer Based Knowledge Distillation Apr 25, 2023 Knowledge Distillation Model Compression
Code Code Available Knowledge Distillation from 3D to Bird's-Eye-View for LiDAR Semantic Segmentation Apr 22, 2023 Autonomous Driving Knowledge Distillation
Code Code Available Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs Apr 20, 2023 Knowledge Distillation Node Classification
Code Code Available Attention Weighted Local Descriptors Apr 19, 2023 3D Reconstruction Homography Estimation
Code Code Available OVTrack: Open-Vocabulary Multiple Object Tracking Apr 17, 2023 Denoising Hallucination
Code Code Available Robust Cross-Modal Knowledge Distillation for Unconstrained Videos Apr 16, 2023 Action Recognition Audio Tagging
Code Code Available Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning Apr 13, 2023 Knowledge Distillation Representation Learning
Code Code Available Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation Apr 5, 2023 Data Augmentation Knowledge Distillation
Code Code Available Selective Knowledge Sharing for Privacy-Preserving Federated Distillation without A Good Teacher Apr 4, 2023 Federated Learning Knowledge Distillation
Code Code Available Knowledge Distillation for Feature Extraction in Underwater VSLAM Mar 31, 2023 Binarization Knowledge Distillation
Code Code Available Kaizen: Practical Self-supervised Continual Learning with Continual Fine-tuning Mar 30, 2023 Continual Learning Knowledge Distillation
Code Code Available SimDistill: Simulated Multi-modal Distillation for BEV 3D Object Detection Mar 29, 2023 3D geometry 3D Object Detection
Code Code Available DisWOT: Student Architecture Search for Distillation WithOut Training Mar 28, 2023 Knowledge Distillation
Code Code Available HOICLIP: Efficient Knowledge Transfer for HOI Detection with Vision-Language Models Mar 28, 2023 Decoder Human-Object Interaction Detection
Code Code Available Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels Mar 28, 2023 Knowledge Distillation
Code Code Available UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View Mar 27, 2023 3D Object Detection Autonomous Driving
Code Code Available Preserving Linear Separability in Continual Learning by Backward Feature Projection Mar 26, 2023 Continual Learning Knowledge Distillation
Code Code Available Supervised Masked Knowledge Distillation for Few-Shot Transformers Mar 25, 2023 Few-Shot Learning Inductive Bias
Code Code Available CCL: Continual Contrastive Learning for LiDAR Place Recognition Mar 24, 2023 Autonomous Driving Continual Learning
Code Code Available Decoupled Multimodal Distilling for Emotion Recognition Mar 24, 2023 Emotion Recognition Knowledge Distillation
Code Code Available Understanding the Role of the Projector in Knowledge Distillation Mar 20, 2023 image-classification Image Classification
Code Code Available AdaptGuard: Defending Against Universal Attacks for Model Adaptation Mar 19, 2023 Knowledge Distillation model
Code Code Available Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones Mar 18, 2023 Autonomous Navigation Depth Estimation
Code Code Available Prototype Knowledge Distillation for Medical Segmentation with Missing Modality Mar 17, 2023 Image Segmentation Knowledge Distillation
Code Code Available TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation Mar 17, 2023 Knowledge Distillation Self-Learning
Code Code Available Global Knowledge Calibration for Fast Open-Vocabulary Segmentation Mar 16, 2023 Knowledge Distillation Open Vocabulary Semantic Segmentation
Code Code Available Action knowledge for video captioning with graph neural networks Mar 16, 2023 Action Recognition Graph Neural Network
Code Code Available DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision Mar 15, 2023 counterfactual Fairness
Code Code Available Graph-less Collaborative Filtering Mar 15, 2023 Collaborative Filtering Contrastive Learning
Code Code Available Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement Mar 15, 2023 Data Augmentation Knowledge Distillation
Code Code Available SCPNet: Semantic Scene Completion on Point Cloud Mar 13, 2023 3D Semantic Scene Completion Knowledge Distillation
Code Code Available Extending global-local view alignment for self-supervised learning with remote sensing imagery Mar 12, 2023 Change Detection Contrastive Learning
Code Code Available 