[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.
☆115Dec 30, 2023Updated 2 years ago
Alternatives and similar repositories for SPViT
Users that are interested in SPViT are comparing it to the libraries listed below
Sorting:
- This is the official PyTorch implementation for "Mesa: A Memory-saving Training Framework for Transformers".☆120Dec 12, 2021Updated 4 years ago
- [ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"☆33Dec 30, 2021Updated 4 years ago
- Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)☆73Oct 7, 2021Updated 4 years ago
- This is the official PyTorch implementation for "Sharpness-aware Quantization for Deep Neural Networks".☆44Nov 25, 2021Updated 4 years ago
- [CVPR 2023] This is the official PyTorch implementation for "Dynamic Focus-aware Positional Queries for Semantic Segmentation".☆61Mar 4, 2023Updated 3 years ago
- [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"☆97Jun 19, 2022Updated 3 years ago
- [AAAI 2021] (oral) Progressive One-shot Human Parsing, [TPAMI 2023] End-to-end One-shot Human Parsing☆72Aug 12, 2023Updated 2 years ago
- [AAAI 2020] (oral) Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing☆62Jul 22, 2020Updated 5 years ago
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"☆74Nov 15, 2022Updated 3 years ago
- ☆18Oct 4, 2022Updated 3 years ago
- ☆32Feb 29, 2024Updated 2 years ago
- The implementation of Learning Instance and Task-Aware Dynamic Kernels for Few Shot Learning☆13Apr 14, 2024Updated last year
- ☆53Aug 28, 2024Updated last year
- [NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang…☆89Dec 1, 2023Updated 2 years ago
- [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.☆75Sep 24, 2023Updated 2 years ago
- [NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification☆652Jul 11, 2023Updated 2 years ago
- torch_quantizer is a out-of-box quantization tool for PyTorch models on CUDA backend, specially optimized for Diffusion Models.☆25Mar 29, 2024Updated last year
- (CVPR 2022) Automated Progressive Learning for Efficient Training of Vision Transformers☆25Feb 26, 2025Updated last year
- This repository implements the paper "Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations"☆20Aug 30, 2021Updated 4 years ago
- (CVPR 2021, Oral) Dynamic Slimmable Network☆231Dec 31, 2021Updated 4 years ago
- [ICLR 2023] PyTorch code for DFPC: Data flow driven pruning of coupled channels without data.☆15Aug 25, 2023Updated 2 years ago
- Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer☆74Jul 13, 2022Updated 3 years ago
- Role-Wise Data Augmentation for Knowledge Distillation☆19Nov 22, 2022Updated 3 years ago
- The official PyTorch implementation of Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment (AAAI2023, to appear)…☆44Dec 10, 2022Updated 3 years ago
- Code of our Neurips2020 paper "Auto Learning Attention", coming soon☆22Apr 14, 2021Updated 4 years ago
- [ICLR 2023] PyTorch implementation of VLDet （https://arxiv.org/abs/2211.14843）☆190Mar 22, 2024Updated 2 years ago
- Python code for ICLR 2022 spotlight paper EViT: Expediting Vision Transformers via Token Reorganizations☆199Sep 3, 2023Updated 2 years ago
- [ECCV 2024] This is the official implementation of "Stitched ViTs are Flexible Vision Backbones".☆29Jan 23, 2024Updated 2 years ago
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆142Dec 6, 2021Updated 4 years ago
- Group Fisher Pruning for Practical Network Compression(ICML2021)☆162May 24, 2023Updated 2 years ago
- ☆48Aug 7, 2023Updated 2 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆39Mar 11, 2024Updated 2 years ago
- 😺 [ECCV'22] Sem2NeRF: Converting Single-View Semantic Masks to NeRFs☆126Aug 13, 2022Updated 3 years ago
- Benchmarking Attention Mechanism in Vision Transformers.☆20Oct 10, 2022Updated 3 years ago
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2022 — Carrying out CNN Channel Pruning in a White Box☆18Feb 15, 2022Updated 4 years ago
- Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)☆45Aug 19, 2021Updated 4 years ago
- A collection of object-compositional modeling by implicit neural representation.☆59Aug 12, 2023Updated 2 years ago
- ☆16Sep 12, 2023Updated 2 years ago