Discover @winycg Open Source projects

@winycg

winycg

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CIRKD

[CVPR-2022] Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation and implementations on Cityscapes, ADE20K, COCO-Stuff., Pascal VOC and CamVid.

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

MCL

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

HSAKD

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

HCGNet

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

CLIP-KD

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

MCL-OKD

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

L-MCL

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

AnchorNet

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

winycg.github.io