Research publication code for "Least Squares Binary Quantization of Neural Networks"
☆83Mar 1, 2023Updated 2 years ago
Alternatives and similar repositories for ml-quant
Users that are interested in ml-quant are comparing it to the libraries listed below
Sorting:
- ☆19Oct 27, 2021Updated 4 years ago
- ☆23Apr 28, 2022Updated 3 years ago
- ☆58Jun 16, 2022Updated 3 years ago
- Repository accompanying the Interspeech 2022 publication titled "Space-Efficient Representation of Entity-centric Query Language Models" …☆13Sep 8, 2022Updated 3 years ago
- Tune-Mode ConvBN Blocks For Efficient Transfer Learning☆18Aug 1, 2023Updated 2 years ago
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 3 years ago
- This repository contains the official implementation for the ECCV'22 paper, "SPIN: An Empirical Evaluation on Sharing Parameters of Isotr…☆20Sep 9, 2023Updated 2 years ago
- Post-training sparsity-aware quantization☆34Feb 26, 2023Updated 3 years ago
- Sample implementation accompanying the NeurIPS 2019 paper 'Powerset Convolutional Neural Networks' by Chris Wendler, Dan Alistarh, and Ma…☆10Oct 26, 2020Updated 5 years ago
- ☆48Apr 24, 2023Updated 2 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- ☆13Apr 7, 2024Updated last year
- ☆14Nov 5, 2025Updated 3 months ago
- ☆133Mar 23, 2021Updated 4 years ago
- Official PyTorch Implementation of "Learning Architectures for Binary Networks" (ECCV2020)☆26Nov 15, 2020Updated 5 years ago
- Entity-Based Knowledge Conflicts in Question Answering. Code repo for EMNLP2021 paper: https://aclanthology.org/2021.emnlp-main.565/☆76Aug 29, 2022Updated 3 years ago
- ☆13Feb 5, 2024Updated 2 years ago
- Code to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zh…☆11Jun 2, 2023Updated 2 years ago
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 5 years ago
- ☆29Jul 15, 2022Updated 3 years ago
- Approximate layers - TensorFlow extension☆27Apr 14, 2025Updated 10 months ago
- This repository provides the implementation of the method proposed in our paper "Pruning Deep Neural Networks using Partial Least Squares…☆26Aug 21, 2020Updated 5 years ago
- ☆101Apr 2, 2022Updated 3 years ago
- ☆75Jun 16, 2022Updated 3 years ago
- Neural Network Quantization With Fractional Bit-widths☆11Feb 19, 2021Updated 5 years ago
- Concept-based generative models☆13Dec 13, 2024Updated last year
- Low Precision Arithmetic Simulation in PyTorch - extension for posit and beyond☆16Dec 9, 2025Updated 2 months ago
- The official implementation of "NAS-BNN: Neural Architecture Search for Binary Neural Networks"☆13Aug 30, 2024Updated last year
- ☆14Mar 18, 2022Updated 3 years ago
- Code for "Fast Sparse ConvNets" CVPR2020 submissions☆12Nov 20, 2019Updated 6 years ago
- ☆34Jun 15, 2022Updated 3 years ago
- Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)☆26Nov 12, 2020Updated 5 years ago
- Explicit Alignment Objectives for Multilingual Bidirectional Encoders☆14Apr 14, 2021Updated 4 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- The code for Channel-Level Variable Quantization Network for Deep Image Compression (IJCAI 2020)☆30Jul 23, 2021Updated 4 years ago
- Self-Conditioning Pre-Trained Language Models, ICML 2022☆34Jul 12, 2022Updated 3 years ago
- The code for Joint Neural Architecture Search and Quantization☆14Apr 10, 2019Updated 6 years ago
- C++ 11 minifloat type implementation☆14Aug 3, 2015Updated 10 years ago
- Structured Binary Neural Networks for Image Recognition☆18Nov 18, 2021Updated 4 years ago