[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
☆136Nov 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☆134May 10, 2024Updated last year
- ☆53Aug 28, 2024Updated last year
- ☆713Dec 6, 2025Updated 3 months ago
- Soft Mixture of Experts Vision Transformer, addressing MoE limitations as highlighted by Puigcerver et al., 2023.☆16Aug 13, 2023Updated 2 years ago
- Deep learning accelerator for convolutional layer (convolution operation) and fully-connected layer(matrix-multiplication).☆19Nov 18, 2018Updated 7 years ago
- A co-design architecture on sparse attention☆55Aug 23, 2021Updated 4 years ago
- An FPGA Accelerator for Transformer Inference☆93Apr 29, 2022Updated 3 years ago
- Research and Materials on Hardware implementation of Transformer Model☆299Feb 28, 2025Updated last year
- Implementation of AAAI 2022 Paper: Go wider instead of deeper☆32Oct 27, 2022Updated 3 years ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆58Nov 22, 2023Updated 2 years ago
- SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)☆36Mar 12, 2026Updated last week
- [DATE 2025] Official implementation and dataset of AIrchitect v2: Learning the Hardware Accelerator Design Space through Unified Represen…☆19Jan 17, 2025Updated last year
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆54Mar 24, 2024Updated last year
- [TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA☆17Jul 7, 2022Updated 3 years ago
- [ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference☆200Sep 2, 2024Updated last year
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆30Dec 6, 2023Updated 2 years ago
- This repository contains the hardware implementation for Static BFP convolution on FPGA☆10Oct 15, 2019Updated 6 years ago
- ☆93Apr 3, 2023Updated 2 years ago
- An up-to-date list of works on Multi-Task Learning☆377Mar 2, 2026Updated 3 weeks ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆125Aug 27, 2024Updated last year
- A new multi-task learning framework using Vision Transformers☆11Jun 19, 2024Updated last year
- ☆26Dec 12, 2022Updated 3 years ago
- ☆16Oct 20, 2025Updated 5 months ago
- Post-Training Quantization for Vision transformers.☆242Jul 19, 2022Updated 3 years ago
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 2 years ago
- PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538☆1,240Apr 19, 2024Updated last year
- ☆17Feb 13, 2021Updated 5 years ago
- This repository contains papers for a comprehensive survey on accelerated generation techniques in Large Language Models (LLMs).☆11May 24, 2024Updated last year
- You can run it on pynq z1. The repository contains the relevant Verilog code, Vivado configuration and C code for sdk testing. The size o…☆234Mar 24, 2024Updated last year
- 哈尔滨工业大学（深圳）2021年球季学期深度学习体系结构实验☆17Oct 1, 2022Updated 3 years ago
- LSTM neural network (verilog)☆15Dec 5, 2018Updated 7 years ago
- FPGA based Vision Transformer accelerator (Harvard CS205)☆152Feb 11, 2025Updated last year
- Implementation of IEEE TNNLS 2023 and Elsevier PR 2023 papers on backdoor watermarking for deep classification models with unambiguity an…☆19Jul 27, 2023Updated 2 years ago
- Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning☆19Sep 20, 2022Updated 3 years ago
- A fast MoE impl for PyTorch☆1,846Feb 10, 2025Updated last year
- [FPGA-2022] N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores☆11Dec 16, 2021Updated 4 years ago
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 3 years ago
- [JMLR] Gradual Domain Adaptation: Theory and Algorithms☆11Jan 14, 2025Updated last year
- Offical PyTorch implementation of Clover: Towards A Unified Video-Language Alignment and Fusion Model (CVPR2023)☆40Feb 15, 2023Updated 3 years ago