Beijing

Chuanguang Yang

Expert
@winycg

CIRKD. Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation and implementations on Cityscapes, ADE20K, COCO-Stuff., Pascal VOC and CamVid.

215

CLIP-KD. [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation

150

Self-KD-Lib. [ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of some Self-Knowledge Distillation and data augmentation methods

110

HSAKD. [IJCAI-2021&&TNNLS-2022] Official implementation of Hierarchical Self-supervised Augmented Knowledge Distillation

78

MCL. [AAAI-2022 Oral] Official implementations of MCL: Mutual Contrastive Learning for Visual Representation Learning

72

HCGNet. [AAAI-2020] Official implementations of HCGNets: Gated Convolutional Networks with Hybrid Connectivity for Image Classification

66

MTKD-RL. [AAAI-2025 Oral] Official implementation of Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition

42

MCL-OKD. [ICASSP-2021] Official implementations of Multi-View Contrastive Learning for Online Knowledge Distillation (MCL-OKD)

27

L-MCL. [TPAMI-2023] Official implementations of L-MCL: Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition

27

AnchorNet. [ICME-2022] Official implementations of Localizing Semantic Patches for Accelerating Image Classification

16

TCMP-300. TCMP-300 (Traditional Chinese Medicinal Plant Dataset)

10

winycg.github.io. My Homepage

3

PGMPF. [AAAI-2022] Official implementation of Prior Gradient Mask Guided Pruning-aware Fine-tuning

2

awesome-knowledge-distillation-1. Awesome Knowledge Distillation

1

detection. detection

1
15
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