_'s repositories
PhD_Thesis_Tracker
๐ PhD Thesis Progress Tracker
Awesome-Tensor-Decomposition
๐ A curated list of tensor decomposition resources for model compression.
quantization
A curated list of quantization resources for network compression and acceleration.
NORTON
๐ Enhanced network compression through tensor decompositions and pruning
Detectron2DeepSortPlus
:v: Detection and tracking hand from FPV: benchmarks and challenges on rehabilitation exercises dataset
CXRAbnormalityLocalization
๐ซ Chest X-ray abnormalities localization via ensemble of deep convolutional neural networks
Awasome-Pruning
Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.
HowToLiveLonger
็จๅบๅๅปถๅฏฟๆๅ | A programmer's guide to live longer
ASVD4LLM
Activation-aware Singular Value Decomposition for Compressing Large Language Models
PD-Quant
[CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric
Awesome-Quantization-Papers
List of papers related to neural network quantization in recent AI conferences and journals.
tvdcn
Torchvision-like (Transposed) Deformable Convolution with both 1D, 2D, 3D operations.
SVD-LLM
Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"
owq
Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models".
FALCON
FLOP-aware Combinatorial Optimization Framework for Neural Network Pruning
timm-models-explorer
Timm model explorer
ADSP_Tutorials
Advanced Digital Signal Processing Notebooks and Tutorials
MultimodalHandSegmentation
:hand: Hand detection and segmentation using multimodal information from Kinect
SIIM-COVID-19-Detection
๐ฉโโ๏ธ Identification and Localization COVID-19 Abnormalities on Chest Radiographs
Efficient-LLMs-Survey
Efficient Large Language Models: A Survey
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-tensorial-neural-networks
A thoroughly investigated survey for tensorial neural networks.
SwiftFormer
[ICCV'23] Official repository of paper SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications
ELICIT
One-shot Implicit Animatable Avatars with Model-based Priors [ICCV 2023]
ICCV2023-Papers-with-Code
ICCV 2023 ่ฎบๆๅๅผๆบ้กน็ฎๅ้
RUL_Transformer
An implement of Transformer Encoder and numerical embedding for RUL estimation