knowledge-distillation topic

Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)

bhheo

Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection (ACM MM 2018)

Yochengliu

:no_entry: [DEPRECATED] A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.

georgian-io

[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)

DRSY

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)

ltkong218

Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"

szq0214

[ICLR 2021 Spotlight Oral] "Undistillable: Making A Nasty Teacher That CANNOT teach students", Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang

VITA-Group

noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.

XinshaoAmosWang

BigGAN; Knowledge Distillation; Black-Box; Fast Training; 16x compression

terarachang

Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019

LTTM