This repository contains low-bit quantization papers from 2020 to 2025 on top conference.
☆103Feb 13, 2026Updated 3 weeks ago
Alternatives and similar repositories for Awesome-Model-Quantization
Users that are interested in Awesome-Model-Quantization are comparing it to the libraries listed below
Sorting:
- ☆11Feb 24, 2025Updated last year
- PyTorch code for our paper "2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution"☆47Oct 24, 2024Updated last year
- [ICLR'25] ARB-LLM: Alternating Refined Binarizations for Large Language Models☆28Aug 5, 2025Updated 7 months ago
- ☆23Jul 14, 2025Updated 7 months ago
- [ICCV 2025] QuantCache：Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation☆15Sep 26, 2025Updated 5 months ago
- PyTorch code for our paper "Progressive Binarization with Semi-Structured Pruning for LLMs"☆13Sep 28, 2025Updated 5 months ago
- PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"☆28Oct 7, 2024Updated last year
- [NeurIPS'25] OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates☆33Oct 20, 2025Updated 4 months ago
- ☆14May 5, 2025Updated 10 months ago
- ☆19Mar 11, 2025Updated 11 months ago
- A hardware implementation of a feed-forward Convolutional Neural Network called XNOR-Net which has faster execution due to the replacemen…☆17Sep 16, 2018Updated 7 years ago
- Solution of the NTIRE 2023 Challenge on Image Super-Resolution (x4)☆18Jun 12, 2025Updated 8 months ago
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆38Apr 7, 2025Updated 11 months ago
- [CVPR 2024] Official implementation for "A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network"☆24Dec 5, 2025Updated 3 months ago
- ☆38Sep 30, 2025Updated 5 months ago
- Build a TensorFlow Lite based computer vision emoji input device with OpenMV 📷 → ✋ 👎 👍 👊☆12Nov 28, 2022Updated 3 years ago
- ☆15Jan 12, 2026Updated last month
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆55Feb 20, 2024Updated 2 years ago
- ☆10Jun 4, 2024Updated last year
- ☆54Oct 30, 2025Updated 4 months ago
- LLM Inference with Microscaling Format☆34Nov 12, 2024Updated last year
- DeiT implementation for Q-ViT☆25Apr 21, 2025Updated 10 months ago
- The official implementation of "NAS-BNN: Neural Architecture Search for Binary Neural Networks"☆13Aug 30, 2024Updated last year
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation☆23May 16, 2025Updated 9 months ago
- ☆15Jan 7, 2026Updated 2 months ago
- ☆114Feb 19, 2026Updated 2 weeks ago
- The official implementation of the AAAI 2024 paper Bi-ViT.☆12Dec 18, 2023Updated 2 years ago
- Structured Binary Neural Networks for Image Recognition☆18Nov 18, 2021Updated 4 years ago
- TBNv2: Convolutional Neural Network With Ternary Inputs and Binary Weights☆16Mar 4, 2020Updated 6 years ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆39Oct 3, 2023Updated 2 years ago
- ☆50Mar 14, 2025Updated 11 months ago
- Training with Block Minifloat number representation☆18May 2, 2021Updated 4 years ago
- ☆18Feb 4, 2025Updated last year
- ☆22Jan 19, 2023Updated 3 years ago
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆16Aug 19, 2024Updated last year
- The official implementation of BiViT: Extremely Compressed Binary Vision Transformers☆16Jun 18, 2023Updated 2 years ago
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated last year
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago