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adsp_tutorials

Advanced Digital Signal Processing Notebooks and Tutorials

apot_quantization

PyTorch implementation for the APoT quantization (ICLR 2020)

asvd4llm

Activation-aware Singular Value Decomposition for Compressing Large Language Models

awasome-pruning

Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

awesome-quantization-papers

List of papers related to neural network quantization in recent AI conferences and journals.

awesome-tensor-decomposition

😎 A curated list of tensor decomposition resources for model compression.

awesome-tensorial-neural-networks

A thoroughly investigated survey for tensorial neural networks.

coring

:ring: Efficient tensor decomposition-based filter pruning

coring-project-page

cxrabnormalitylocalization

🫁 Chest X-ray abnormalities localization via ensemble of deep convolutional neural networks

detectron2deepsortplus

:v: Detection and tracking hand from FPV: benchmarks and challenges on rehabilitation exercises dataset

efficient-llms-survey

Efficient Large Language Models: A Survey

elicit

One-shot Implicit Animatable Avatars with Model-based Priors [ICCV 2023]

falcon

FLOP-aware Combinatorial Optimization Framework for Neural Network Pruning

howtolivelonger

程序员延寿指南 | A programmer's guide to live longer

ht2

iccv2023-papers-with-code

ICCV 2023 论文和开源项目合集

multimodalhandsegmentation

:hand: Hand detection and segmentation using multimodal information from Kinect

norton

🌠 Enhanced network compression through tensor decompositions and pruning

oc_sort

[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.

owq

Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models".

pd-quant

[CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric

phd_thesis_tracker

🕐 PhD Thesis Progress Tracker

quantization

A curated list of quantization resources for network compression and acceleration.

rsdtr_compression

ru-thesis-dissertation-latex-template

The latex template for Rutgers MS Thesis or PhD Dissertation

rul_transformer

An implement of Transformer Encoder and numerical embedding for RUL estimation

siim-covid-19-detection

👩‍⚕️ Identification and Localization COVID-19 Abnormalities on Chest Radiographs