Yuchang Sun's starred repositories
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
awesome-knowledge-distillation
Awesome Knowledge Distillation
dl-visuals
Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.
Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
robustness
Corruption and Perturbation Robustness (ICLR 2019)
FixMatch-pytorch
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
Awesome-Noisy-Labels
A Survey
ChatGPT-Academic-Prompt
Use ChatGPT for academic writing
offsite-tuning
Offsite-Tuning: Transfer Learning without Full Model
CKA-Centered-Kernel-Alignment
Reproduce CKA: Similarity of Neural Network Representations Revisited
self-adaptive-training
[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
awesome-early-exiting
A curated list of Early Exiting papers, benchmarks, and misc.
image-classification-caltech-256
Exploring CNNs and model quantization on Caltech-256 dataset
ElasticBERT
A pre-trained model with multi-exit transformer architecture.
CKA.pytorch
A PyTorch implementation of Centered Kernel Alignment (CKA) with GPU acceleration.
early-exit-papers
A curated list of early exiting
DistillationTraining
Distillation Knowledge for training Multi-exit Model
fl-baseline
A PyTorch framework for federated learning. This is a very basic framework.
Clip-Model-FineTune
In this repository, we fine-tune the Clip model step by step using the CIFAR10 and CRC datasets.