TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
MIT License
This is a collection of our NAS and Vision Transformer work.
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".
Open source implementation of AceNAS: https://arxiv.org/abs/2108.03001
INCOME: An Easy Repository for Training and Evaluation of Index Compression Methods in Dense Retr...
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. Published in CVPR 2020
[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation
PyTorch 1.0 supported for CNN exp.
[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Ne...
[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregress...
Platform for designing and evaluating Graph Neural Networks (GNN)
FedNAS: Federated Deep Learning via Neural Architecture Search
GLM (General Language Model)
Elucidating the Design Space of Diffusion-Based Generative Models (EDM)