ziplab Goto Github PK

ecoformer

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"

efficient-stable-diffusion

faseg

[CVPR 2023] This is the official PyTorch implementation for "Dynamic Focus-aware Positional Queries for Semantic Segmentation".

hvt

[ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"

lit

[AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"

litv2

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"

longvlm

mesa

This is the official PyTorch implementation for "Mesa: A Memory-saving Training Framework for Transformers".

mpvss

mvsplat

🌊[arXiv'24] MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images

one-shot-human-parsing

(AAAI 2021) Progressive One-shot Human Parsing

ptqd

The official implementation of PTQD: Accurate Post-Training Quantization for Diffusion Models

qllm

[ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models"

qtool

Collections of model quantization algorithms. Any issues, please contact Peng Chen ([email protected])

saq

This is the official PyTorch implementation for "Sharpness-aware Quantization for Deep Neural Networks".

sn-net

[CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".

sn-netv2

This is the official implementation of "Stitched ViTs are Flexible Vision Backbones".

spt

[ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.

spvit

[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.

stitched_llama

[CVPR 2024] A framework to fine-tune LLaMAs on instruction-following task and get many Stitched LLaMAs with customized number of parameters, e.g., Stitched LLaMA 8B, 9B, and 10B...

stpt

ziplab.github.io

This is the website project for Zhuang Intelligent Processing Lab