This project is the official implementation of our accepted IEEE TPAMI paper Diverse Sample Generation: Pushing the Limit of Data-free Quantization
☆15Feb 26, 2023Updated 3 years ago
Alternatives and similar repositories for DSG
Users that are interested in DSG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 5 years ago
- ☆22Oct 27, 2024Updated last year
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Mar 23, 2023Updated 3 years ago
- ☆14Oct 6, 2023Updated 2 years ago
- BitSplit Post-trining Quantization☆50Dec 20, 2021Updated 4 years ago
- [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
- [ICCV 2025] Task-Specific Zero-shot Quantization-Aware Training for Object Detection☆25Sep 26, 2025Updated 5 months ago
- Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples [NeurIPS 2021]☆34Dec 12, 2021Updated 4 years ago
- Pytorch implementation of BiFSMN, IJCAI 2022☆22Feb 10, 2023Updated 3 years ago
- High Performance FP8 GEMM Kernels for SM89 and later GPUs.☆20Jan 24, 2025Updated last year
- AAAI2023 Efficient and Accurate Models towards Practical Deep Learning Baseline☆13Nov 29, 2022Updated 3 years ago
- Quantization in the Jagged Loss Landscape of Vision Transformers☆13Oct 22, 2023Updated 2 years ago
- SQuant [ICLR22]☆131Sep 27, 2022Updated 3 years ago
- ☆25Oct 31, 2024Updated last year
- official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)☆55Jul 23, 2023Updated 2 years ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆67Apr 15, 2024Updated last year
- It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher [CVPR 2022 Oral]☆29Sep 15, 2022Updated 3 years ago
- This project is the Torch implementation of our ICCV 2017 paper: Centered Weight Normalization in Accelerating Training of Deep Neural…☆21Dec 7, 2019Updated 6 years ago
- [NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong,…☆15Nov 27, 2023Updated 2 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆138Apr 28, 2022Updated 3 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Oct 5, 2022Updated 3 years ago
- ☆14May 3, 2024Updated last year
- A generic Convolutional Neural Network (CNN) Accelerator (CNNA) for FPGA☆30Nov 5, 2021Updated 4 years ago
- The goal of this design is to use the PYNQ-Z2 development board to design a general convolution neural network accelerator. And through r…☆11Sep 30, 2020Updated 5 years ago
- ☆32Mar 31, 2025Updated 11 months ago
- Offline Quantization Tools for Deploy.☆143Dec 28, 2023Updated 2 years ago
- PyTorch Official Implementation of DiscriminAtive Masking (NeurIPS 2021)☆14Aug 28, 2024Updated last year
- ☆17Oct 25, 2022Updated 3 years ago
- Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.☆14Jul 9, 2023Updated 2 years ago
- Code repository for ACL-IJCNLP 2021 paper 'Poisoning Knowledge Graph Embeddings via Relation Inference Patterns'☆14Oct 13, 2022Updated 3 years ago
- ☆14Oct 18, 2023Updated 2 years ago
- ☆11Jun 11, 2023Updated 2 years ago
- Semantic Segmentation in Pytorch☆10Dec 9, 2022Updated 3 years ago
- An official PyTorch implementation of the paper "Distance-aware Quantization", ICCV 2021.☆48Nov 1, 2024Updated last year
- SAMO: Streaming Architecture Mapping Optimisation☆34Oct 4, 2023Updated 2 years ago
- This is the official PyTorch implementation for "Sharpness-aware Quantization for Deep Neural Networks".☆44Nov 25, 2021Updated 4 years ago
- [ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned Teachers☆23Jul 7, 2024Updated last year
- [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.☆27Apr 21, 2025Updated 11 months ago
- Sparse CNN Accelerator targeting Intel FPGA☆12Aug 26, 2021Updated 4 years ago