zkkli / RepQ-ViT
[ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers
☆107Updated 8 months ago
Related projects: ⓘ
- [ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference☆146Updated 2 weeks ago
- [ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers☆120Updated last year
- ☆149Updated last year
- CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input☆62Updated 6 months ago
- [NeurIPS2022] Deep Model Reassembly☆257Updated last year
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆77Updated last year
- Post-Training Quantization for Vision transformers.☆176Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆49Updated last year
- Reimplementation of the paper "Basis Prediction Networks for Effective Burst Denoising with Large Kernels" by using PyTorch.☆239Updated 2 years ago
- [CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation☆282Updated 2 months ago
- Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket☆53Updated last year
- Wakeup-Darkness: When Multimodal Meets Unsupervised Low-light Image Enhancement☆114Updated 3 months ago
- [CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection☆288Updated last year
- [CVPR 2024] PTQ4SAM: Post-Training Quantization for Segment Anything☆50Updated 2 months ago
- A benchmark dataset for GRES and GREC [CVPR2023 Highlight]☆176Updated last year
- [ECCV2022] Factorizing Knowledge in Neural Networks☆86Updated 2 years ago
- This is an official implementation of our NeurIPS 22 paper“QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Qu…☆48Updated last year
- [CVPR 2023 (Highlight)] Offical implementation of the paper "RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structu…☆167Updated 11 months ago
- Our paper, Information Sciences, "Attentive Multi-granularity Perception Network for Person Search"☆89Updated this week
- Official pytorch implementation of paper "Inception Convolution with Efficient Dilation Search" (CVPR 2021 Oral).☆112Updated 2 years ago
- Official PyTorch implementation of paper "Variation-aware Vision Transformer Quantization"☆33Updated 3 months ago
- EQ-Net [ICCV 2023]☆24Updated last year
- ☆35Updated last year
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆47Updated 3 months ago
- DeiT implementation for Q-ViT☆23Updated 2 years ago
- BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models☆26Updated 7 months ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆107Updated last year
- [ICML 2022 Spotlight] Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks☆10Updated last year
- Pytorch implementation of RAPQ, IJCAI 2022☆21Updated last year
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆38Updated 10 months ago