Xixi Liu's starred repositories
vit-cls_emb
Accompanying code for "Analyzing Vision Tranformers in Class Embedding Space" (NeurIPS '23)
Robust-f-divergence-measures
[ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"
mdistiller
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
neurips_2020_distillation
Code for "Self-Distillation as Instance-Specific Label Smoothing"
hyp_metric
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning | Official repository
Optimal-Transport
🦆 A simple sinkhorn algorithm to solve optimal transport problem writen in Matlab
ICCV21_SCOOD
The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.
latex_paper_writing_tips
Tips for Writing a Research Paper using LaTeX
nce-noise-var
The Optimal Noise in Noise-Contrastive Learning Is Not What You Think - UAI 2022