tinganchen

tinganchen.github.io

LifeQuant

[ICCV 2023] Overcoming Forgetting Catastrophe in Quantization-Aware Training

ClimbQ

[NeurIPS 2022] ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences

AlignQ

[CVPR 2022] AlignQ: Alignment Quantization with ADMM-based Correlation Preservation

Pytorch-from-Dataloader-to-Visualization

Complete workflow for image classification in Pytorch.

cnn-model-pruning

Pruning, model compression, convolutional neural network

DLCV2021FALL

Computer vision projects

security-line-chatbot

Line chatbot for text encryption & decryption

dominos

[NTU 2020 Master Thesis] Dominance in an Overall Sight: Attentive Channel Pruning via Filter Importance Learning

advanced-optimization-methods

Optimization algorithms

GoTogether