[NeurIPS 2022] “M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design”, Hanxue Liang*, Zhiwen Fan*, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Kai Zou, Yu Cheng, Cong Hao, Zhangyang Wang
☆137Nov 30, 2022Updated 3 years ago
Alternatives and similar repositories for M3ViT
Users that are interested in M3ViT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts☆144May 10, 2024Updated 2 years ago
- ☆728Updated this week
- ☆53Aug 28, 2024Updated 2 years ago
- Soft Mixture of Experts Vision Transformer, addressing MoE limitations as highlighted by Puigcerver et al., 2023.☆16Aug 13, 2023Updated 3 years ago
- ☆25Jun 12, 2026Updated 4 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆20Mar 21, 2023Updated 3 years ago
- An efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences☆34Mar 7, 2024Updated 2 years ago
- Deep learning accelerator for convolutional layer (convolution operation) and fully-connected layer(matrix-multiplication).☆20Nov 18, 2018Updated 7 years ago
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆31Dec 6, 2023Updated 2 years ago
- Official code repository for "Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse [VLDB 25]"☆12Jul 8, 2026Updated 3 months ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆56Mar 24, 2024Updated 2 years ago
- Implementation of AAAI 2022 Paper: Go wider instead of deeper☆32Oct 27, 2022Updated 4 years ago
- ☆96Apr 3, 2023Updated 3 years ago
- An FPGA Accelerator for Transformer Inference☆98Apr 29, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆142Aug 27, 2024Updated 2 years ago
- Post-Training Quantization for Vision transformers.☆246Jul 19, 2022Updated 4 years ago
- This repository contains the hardware implementation for Static BFP convolution on FPGA☆10Oct 15, 2019Updated 7 years ago
- [ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference☆207Sep 2, 2024Updated 2 years ago
- ☆19Oct 5, 2026Updated 3 weeks ago
- Open-source Framework for HPCA2024 paper: Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators☆118Apr 28, 2025Updated last year
- PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538☆1,256Apr 19, 2024Updated 2 years ago
- ☆10Feb 26, 2026Updated 8 months ago
- A new multi-task learning framework using Vision Transformers☆11Jun 19, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A fast MoE impl for PyTorch☆1,859Feb 10, 2025Updated last year
- Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective☆21Jul 15, 2025Updated last year
- [DATE 2025] Official implementation and dataset of AIrchitect v2: Learning the Hardware Accelerator Design Space through Unified Represen…☆22Jan 17, 2025Updated last year
- This is the official repository for our NeurIPS'22 paper "Watermarking for Out-of-distribution Detection."☆18Feb 24, 2023Updated 3 years ago
- Code for ACL 2023 Oral Paper: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning☆12Aug 23, 2025Updated last year
- [NeurIPS‘2021] "MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge", Geng Yuan, Xiaolong Ma, Yanzhi Wang et al…☆18Mar 16, 2022Updated 4 years ago
- A bit-level sparsity-awared multiply-accumulate process element.☆21Jul 9, 2024Updated 2 years ago
- ☆14Nov 12, 2023Updated 2 years ago
- ☆27Apr 11, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Pytorch implementation of "Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning", accepted at 38th Confere…☆12Apr 26, 2025Updated last year
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 3 years ago
- The official implementation of the DAC 2024 paper GQA-LUT☆26Dec 20, 2024Updated last year
- Official Pytorch Implementation for the paper RS-OVC: Open-Vocabulary Counting for Remote-Sensing Data - an open-vocabulary object-counti…☆13Apr 16, 2026Updated 6 months ago
- ☆18Feb 13, 2021Updated 5 years ago
- FPGA based Vision Transformer accelerator (Harvard CS205)☆165Feb 11, 2025Updated last year
- Joint Source-Channel Coding of Images With Feedback☆15Apr 21, 2020Updated 6 years ago