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knowledge distillation

3725 papers

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Also known as

KD

Co-occurring keywords

model compression (3302) large language model (13587) transfer learning (5449) domain adaptation (4595) representation learning (6206) neural network (6616) language model (4599) catastrophic forgetting (958) continual learning (1181) contrastive learning (4032)

Papers

Architecture, Dataset and Model-Scale Agnostic Data-Free Meta-Learning CVPR 2023
CL-NeRF: Continual Learning of Neural Radiance Fields for Evolving Scene Representation NIPS 2023
Computationally Budgeted Continual Learning: What Does Matter? CVPR 2023
Multi-Task Learning with Knowledge Distillation for Dense Prediction ICCV 2023
DisWOT: Student Architecture Search for Distillation WithOut Training CVPR 2023
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans ICCV 2023
Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training CVPR 2023
Decentralized Learning With Multi-Headed Distillation CVPR 2023
Semantic Scene Completion With Cleaner Self CVPR 2023
PartManip: Learning Cross-Category Generalizable Part Manipulation Policy From Point Cloud Observations CVPR 2023
LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using Online Camera Distillation CVPR 2023
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation CVPR 2023
Class-relation Knowledge Distillation for Novel Class Discovery ICCV 2023
Distilling from Similar Tasks for Transfer Learning on a Budget ICCV 2023
Representation Disparity-aware Distillation for 3D Object Detection ICCV 2023
Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection NIPS 2023
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference NIPS 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels NIPS 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models NIPS 2023
MixFormerV2: Efficient Fully Transformer Tracking NIPS 2023
DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets NIPS 2023
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation ICCV 2023
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only ICCV 2023
Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation ICCV 2023
Self-Improvement of Non-autoregressive Model via Sequence-Level Distillation EMNLP 2023