[CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers
☆42Apr 7, 2025Updated last year
Alternatives and similar repositories for APHQ-ViT
Users that are interested in APHQ-ViT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV 2024] AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer☆42Dec 9, 2024Updated last year
- ☆19Feb 4, 2025Updated last year
- [CVPR 2025 Highlight] FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation☆27Jun 16, 2025Updated 9 months ago
- Official PyTorch implementation of QwT—“Quantization without Tears” (CVPR 2025): fast, accurate, and hassle-free post-training network qu…☆33Sep 30, 2025Updated 6 months ago
- Structured Binary Neural Networks for Image Recognition☆16Oct 12, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The official implementation of the ICML 2023 paper OFQ-ViT☆39Oct 3, 2023Updated 2 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆129Sep 23, 2025Updated 6 months ago
- Structured Binary Neural Networks for Image Recognition☆18Nov 18, 2021Updated 4 years ago
- [ECCV 2024] SparseRefine: Sparse Refinement for Efficient High-Resolution Semantic Segmentation☆15Jan 10, 2025Updated last year
- [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
- [ASP-DAC 2025] "NeuronQuant: Accurate and Efficient Post-Training Quantization for Spiking Neural Networks" Official Implementation☆19Mar 6, 2025Updated last year
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 3 years ago
- From Pytorch model to C++ for Vitis HLS☆21Updated this week
- [ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers☆141Jan 10, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Open-source of MSD framework☆16Sep 12, 2023Updated 2 years ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆104Jun 2, 2024Updated last year
- [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.☆100Jan 3, 2025Updated last year
- This repository contains low-bit quantization papers from 2020 to 2025 on top conference.☆146Mar 5, 2026Updated last month
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Mar 4, 2024Updated 2 years ago
- ☆81Jul 21, 2022Updated 3 years ago
- Official repository of SpikeZIP-TF in ICML2024☆50Dec 4, 2024Updated last year
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆88Jul 28, 2025Updated 8 months ago
- c++ version of ViT☆12Nov 13, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Gathers data science and machine learning problem solving using PySpark and Hadoop.☆11Jan 22, 2019Updated 7 years ago
- Official implementation of the ICLR'25 paper "QERA: an Analytical Framework for Quantization Error Reconstruction".☆14Feb 4, 2025Updated last year
- Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024☆36Oct 25, 2024Updated last year
- Code for High-Capacity Expert Binary Networks (ICLR 2021).☆27Dec 3, 2021Updated 4 years ago
- Implementation of the paper 'Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance' (EMNLP 2025)☆27Dec 16, 2025Updated 3 months ago
- Improved the performance of 8-bit PTQ4DM expecially on FID.☆11Aug 30, 2023Updated 2 years ago
- [CVPR 2024] PTQ4SAM: Post-Training Quantization for Segment Anything☆85Jun 26, 2024Updated last year
- A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including languag…☆205Feb 10, 2025Updated last year
- Python implementation of "MAPS: Multiresolution Adaptive Parameterization of Surfaces"☆12Oct 24, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [ICLR2024]: LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection.☆82Sep 20, 2024Updated last year
- BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models☆37Feb 4, 2024Updated 2 years ago
- ☆12May 5, 2023Updated 2 years ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆86Mar 17, 2025Updated last year
- 2024年第十五届蓝桥杯全国总决赛 Python A组全国一等奖纪念（题目+考场代码）☆13Jan 10, 2025Updated last year
- ☆11Aug 5, 2025Updated 8 months ago
- [ICCAD 2025] Squant☆15Jul 3, 2025Updated 9 months ago