Dachuan Shi's repositories
HeuristicDropout
[ICASSP 2022] Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models.
Digital-Image-Processing
[Course Projects] Dachuan Shi's projects in THU: Digital Image Processing (A+), Digital Image and Video Processing (A+), and Media Computing.
awesome-ml-model-compression
Awesome machine learning model compression research papers, tools, and learning material.
Data-Visualization
[Course Projects] Dachuan Shi's projects in THU: Data Visualization (A+), and Experimental Design and Data Processing (A+).
NaiveBayesClassifier
A Naive Bayes classifier for spam filter.
UPop-Project
[ICML'23] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.
Awesome-Pruning
A curated list of neural network pruning resources.
Ensemble-Learning
Bagging and Adaboost implemented with SVMs and DTrees
NaiveIC
Naive Image Compression
NaiveImageFusionAndMorphing
Naive image fusion, face morphing and view morphing algorithms implemented with python
NaiveIR
Naive Content-Aware Image Resizing
NaiveIW
Naive Image Warping
Efficient-Deep-Learning
Collection of recent methods on (deep) neural network compression and acceleration.
NaiveML
Some naive machine learning algorithms
NaivePC
Naive Point Processing
NaivePinYin
A Naive PinYin Input Method Editor
REKCARC-TSC-UHT
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
TextClassifier
A text classifier for Chinese, implemented with MLP, TextCNN, Bi-LSTM with Attn and Bi-GRU with Attn