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Knowledge Distillation

3,086 papers

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Papers

Multi-Scale Aligned Distillation for Low-Resolution Detection CVPR 2021
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021
Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning CVPR 2021
General Instance Distillation for Object Detection CVPR 2021
Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution CVPR 2021
Tree-Like Decision Distillation CVPR 2021
Positive-Congruent Training: Towards Regression-Free Model Updates CVPR 2021
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation CVPR 2021
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation CVPR 2021
CapsuleRRT: Relationships-Aware Regression Tracking via Capsules CVPR 2021
Space-Time Distillation for Video Super-Resolution CVPR 2021
Content-Aware GAN Compression CVPR 2021
On Learning the Geodesic Path for Incremental Learning CVPR 2021
Simulating Unknown Target Models for Query-Efficient Black-Box Attacks CVPR 2021
Data-Free Model Extraction CVPR 2021
Fair Feature Distillation for Visual Recognition CVPR 2021
Revisiting Knowledge Distillation: An Inheritance and Exploration Framework CVPR 2021
Amalgamating Knowledge From Heterogeneous Graph Neural Networks CVPR 2021
Wasserstein Contrastive Representation Distillation CVPR 2021
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation CVPR 2021
EvDistill: Asynchronous Events To End-Task Learning via Bidirectional Reconstruction-Guided Cross-Modal Knowledge Distillation CVPR 2021
Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation CVPR 2021
IIRC: Incremental Implicitly-Refined Classification CVPR 2021
Teachers Do More Than Teach: Compressing Image-to-Image Models CVPR 2021
Multiresolution Knowledge Distillation for Anomaly Detection CVPR 2021