ShiheWang / FIMA-QLinks
[CVPR 2025 Highlight] FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation
☆22Updated 7 months ago
Alternatives and similar repositories for FIMA-Q
Users that are interested in FIMA-Q are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆34Updated 9 months ago
- [ECCV 2024] AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer☆38Updated last year
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆98Updated last year
- DeiT implementation for Q-ViT☆25Updated 8 months ago
- The official implementation of the AAAI 2024 paper Bi-ViT.☆12Updated 2 years ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆103Updated 2 years ago
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆46Updated last year
- BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models☆38Updated last year
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Updated 2 years ago
- The official implementation of BiViT: Extremely Compressed Binary Vision Transformers☆15Updated 2 years ago
- This repository contains low-bit quantization papers from 2020 to 2025 on top conference.☆91Updated 3 months ago
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆44Updated last year
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- Post-Training Quantization for Vision transformers.☆236Updated 3 years ago
- [CVPR 2024] PTQ4SAM: Post-Training Quantization for Segment Anything☆81Updated last year
- LSQ+ or LSQplus☆79Updated 11 months ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆35Updated 2 years ago
- ☆25Updated last year
- ☆78Updated 3 years ago
- EQ-Net [ICCV 2023]☆30Updated 2 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆127Updated 3 months ago
- ptq4vm official repository☆25Updated 9 months ago
- This is a repository of Binary General Matrix Multiply (BGEMM) by customized CUDA kernel. Thank FP6-LLM for the wheels!☆18Updated last year
- The official implementation of "NAS-BNN: Neural Architecture Search for Binary Neural Networks"☆13Updated last year
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆136Updated 3 years ago
- ☆12Updated 3 years ago
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆30Updated 2 years ago
- [CVPR 2024] Official implementation for "A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network"☆24Updated last month
- Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket☆68Updated 2 years ago
- This project is the official implementation of our accepted IEEE TPAMI paper Diverse Sample Generation: Pushing the Limit of Data-free Qu…☆14Updated 2 years ago