chengtao-lv / PTQ4SAMLinks
[CVPR 2024] PTQ4SAM: Post-Training Quantization for Segment Anything
☆81Updated last year
Alternatives and similar repositories for PTQ4SAM
Users that are interested in PTQ4SAM are comparing it to the libraries listed below
Sorting:
- [ECCV 2024] Isomorphic Pruning for Vision Models☆80Updated last year
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆105Updated 2 years ago
- ☆36Updated 2 years ago
- The official implementation of the AAAI 2024 paper Bi-ViT.☆12Updated 2 years ago
- [CVPR 2025 Highlight] FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation☆23Updated 7 months ago
- Post-Training Quantization for Vision transformers.☆236Updated 3 years ago
- [NeurIPS 2023] MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory☆76Updated 2 years ago
- [CVPR'23] SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer☆80Updated last year
- [ICCV 2025] Task-Specific Zero-shot Quantization-Aware Training for Object Detection☆25Updated 4 months ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆358Updated 2 years ago
- [ECCV 2024] AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer☆39Updated last year
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Updated 2 years ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆101Updated 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
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆47Updated last year
- RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization☆48Updated last year
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆35Updated 9 months ago
- One summary of efficient segment anything models☆117Updated last year
- This repository contains low-bit quantization papers from 2020 to 2025 on top conference.☆94Updated 4 months ago
- EQ-Net [ICCV 2023]☆30Updated 2 years ago
- Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket☆68Updated 2 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆39Updated last year
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆76Updated 2 years ago
- Zero-label image classification via OpenCLIP knowledge distillation☆141Updated 2 years ago
- BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models☆37Updated last year
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆127Updated 4 months ago
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆44Updated last year
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆138Updated 3 years ago
- ☆11Updated 2 years ago
- RepGhostNetV2: When RepGhost meets MobileNetV4☆16Updated last year