CIRKD. Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation and implementations on Cityscapes, ADE20K, COCO-Stuff., Pascal VOC and CamVid.
215CLIP-KD. [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation
150Self-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
110HSAKD. [IJCAI-2021&&TNNLS-2022] Official implementation of Hierarchical Self-supervised Augmented Knowledge Distillation
78MCL. [AAAI-2022 Oral] Official implementations of MCL: Mutual Contrastive Learning for Visual Representation Learning
72HCGNet. [AAAI-2020] Official implementations of HCGNets: Gated Convolutional Networks with Hybrid Connectivity for Image Classification
66MTKD-RL. [AAAI-2025 Oral] Official implementation of Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition
42MCL-OKD. [ICASSP-2021] Official implementations of Multi-View Contrastive Learning for Online Knowledge Distillation (MCL-OKD)
27L-MCL. [TPAMI-2023] Official implementations of L-MCL: Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition
27AnchorNet. [ICME-2022] Official implementations of Localizing Semantic Patches for Accelerating Image Classification
16TCMP-300. TCMP-300 (Traditional Chinese Medicinal Plant Dataset)
10winycg.github.io. My Homepage
3PGMPF. [AAAI-2022] Official implementation of Prior Gradient Mask Guided Pruning-aware Fine-tuning
2awesome-knowledge-distillation-1. Awesome Knowledge Distillation
1detection. detection
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