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awesome-ml-model-compression

Awesome machine learning model compression research papers, tools, and learning material.

awesome-pruning

A curated list of neural network pruning resources.

crossget

[ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers.

data-visualization

[Course Projects] Dachuan Shi's projects in THU: Data Visualization (A+), and Experimental Design and Data Processing (A+).

digital-image-processing

[Course Projects] Dachuan Shi's projects in THU: Digital Image Processing (A+), Digital Image and Video Processing (A+), and Media Computing.

efficient-deep-learning

Collection of recent methods on (deep) neural network compression and acceleration.

ensemble-learning

Bagging and Adaboost implemented with SVMs and DTrees

fbrrd

Frequency-Based Replacement with Reversing Insert and Tail Decay Policy for Cache Replacement.

heuristicdropout

[ICASSP 2022] Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models.

internlm-xcomposer

mepdnet

[ICIP 2021] Multi-Encoder Parse-Decoder Network for Sequential Medical Image Segmentation.

naivebayesclassifier

A Naive Bayes classifier for spam filter.

naivefcn

NaiveFCN for Object Segmentation

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

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

upop

[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.

upop-project

[ICML'23] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.