_'s repositories
Detectron2DeepSortPlus
:v: Detection and tracking hand from FPV: benchmarks and challenges on rehabilitation exercises dataset
CXRAbnormalityLocalization
🫁 Chest X-ray abnormalities localization via ensemble of deep convolutional neural networks
Awesome-Tensor-Decomposition
😎 A curated list of tensor decomposition resources for model compression.
RUL_Transformer
An implement of Transformer Encoder and numerical embedding for RUL estimation
MultimodalHandSegmentation
:hand: Hand detection and segmentation using multimodal information from Kinect
PhD_Thesis_Tracker
🕐 PhD Thesis Progress Tracker
quantization
A curated list of quantization resources for network compression and acceleration.
SIIM-COVID-19-Detection
👩⚕️ Identification and Localization COVID-19 Abnormalities on Chest Radiographs
NORTON
🌠 Enhanced network compression through tensor decompositions and pruning
ADSP_Tutorials
Advanced Digital Signal Processing Notebooks and Tutorials
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-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-tensorial-neural-networks
A thoroughly investigated survey for tensorial neural networks.
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
ICCV2023-Papers-with-Code
ICCV 2023 论文和开源项目合集
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
SVD-LLM
Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"
SwiftFormer
[ICCV'23] Official repository of paper SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications
timm-models-explorer
Timm model explorer
tvdcn
Torchvision-like (Transposed) Deformable Convolution with both 1D, 2D, 3D operations.