pvti

Awesome-Tensor-Decomposition

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

CORING

:ring: Efficient tensor decomposition-based filter pruning

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

MultimodalHandSegmentation

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

NORTON

🌠 Enhanced network compression through tensor decompositions and pruning

PhD_Thesis_Tracker

🕐 PhD Thesis Progress Tracker

quantization

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

RUL_Transformer

An implement of Transformer Encoder and numerical embedding for RUL estimation

sliming-ai.github.io

🧠 Singular values-driven automated filter pruning

pvti/Awesome-Tensor-Decomposition

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

pvti/Detectron2DeepSortPlus

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

pvti/CXRAbnormalityLocalization

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

pvti/CORING

:ring: Efficient tensor decomposition-based filter pruning

pvti/PhD_Thesis_Tracker

🕐 PhD Thesis Progress Tracker

pvti/MultimodalHandSegmentation

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

pvti/NORTON

🌠 Enhanced network compression through tensor decompositions and pruning

pvti/quantization

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

pvti/ht2

pvti/SIIM-COVID-19-Detection

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

pvti/ADSP_Tutorials

Advanced Digital Signal Processing Notebooks and Tutorials

pvti/ASVD4LLM

Activation-aware Singular Value Decomposition for Compressing Large Language Models

pvti/Awasome-Pruning

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

pvti/Awesome-Efficient-MoE

pvti/Awesome-LLM-Compression

Awesome LLM compression research papers and tools.

pvti/Awesome-LoRA-Low-Rank-Adaptation

Awesome-Low-Rank-Adaptation

pvti/awesome-pruning

pvti/Awesome-Quantization-Papers

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

pvti/coring-project-page

pvti/FALCON

FLOP-aware Combinatorial Optimization Framework for Neural Network Pruning

pvti/HowToLiveLonger

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

pvti/minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

pvti/owq

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

pvti/PD-Quant

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

pvti/rsdtr_compression

pvti/sliming-ai.github.io

🧠Singular values-driven automated filter pruning

pvti/SVD-LLM

Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"

pvti/timm-models-explorer

Timm model explorer

pvti/tvdcn

Torchvision-like (Transposed) Deformable Convolution with both 1D, 2D, 3D operations.

pvti/vision-transformers-cifar10

Let's train vision transformers (ViT) for cifar 10!