Automatic DNN compression tool with various model compression and neural architecture search techniques
☆21Apr 9, 2025Updated 10 months ago
Alternatives and similar repositories for Auto-Compression
Users that are interested in Auto-Compression are comparing it to the libraries listed below
Sorting:
- Code for reproducing work of ICML 2019 paper: Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Appli…☆12Jun 8, 2019Updated 6 years ago
- ☆11Apr 6, 2019Updated 6 years ago
- DBT spectral analysis scripts for matlab☆10May 27, 2018Updated 7 years ago
- Source code for paper "Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration" of NeurIPS 2019☆10Jan 25, 2024Updated 2 years ago
- Light Cube using PYNQ☆10Aug 4, 2018Updated 7 years ago
- ☆10Jul 5, 2019Updated 6 years ago
- Meta-Reinforcement Learning with Policy Residual Representation☆11Aug 15, 2019Updated 6 years ago
- torch7 wrapper for knn CUDA code☆10Dec 1, 2014Updated 11 years ago
- An algorithm for the rapid evaluation of Bessel functions based on precomputed expansions.☆11Apr 16, 2018Updated 7 years ago
- PyTorch implementation of the paper "LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sen…☆11May 21, 2019Updated 6 years ago
- ☆12Oct 8, 2020Updated 5 years ago
- Self-Distribution BNN☆10Mar 8, 2022Updated 3 years ago
- An AI Fitness Coach that corrects your workout form and counts your reps.☆10Jun 22, 2022Updated 3 years ago
- This is an official implementation of our CVPR 2020 paper "Non-Local Neural Networks With Grouped Bilinear Attentional Transforms".☆12Jan 30, 2021Updated 5 years ago
- an official PyTorch implementation of the paper "Partial Network Cloning", CVPR 2023☆13Mar 21, 2023Updated 2 years ago
- Information Bottleneck in DNN with PyTorch☆15Jul 6, 2023Updated 2 years ago
- Code for our WACV 2021 paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction"☆11Jan 6, 2021Updated 5 years ago
- Spell and pronounce words with a neural network☆10Feb 13, 2017Updated 9 years ago
- Homemade LightGBM and VGG-net experiment setup for DCASE2017 task 1☆11Aug 8, 2017Updated 8 years ago
- A simple VAD method☆11May 27, 2019Updated 6 years ago
- Domain-Adaptive Multibranch Networks☆14Nov 7, 2020Updated 5 years ago
- Generates ffi-compatible layer for your rust code☆11Jul 4, 2020Updated 5 years ago
- HyCTAS☆12Sep 30, 2025Updated 5 months ago
- ☆10Dec 25, 2019Updated 6 years ago
- ☆14Dec 14, 2023Updated 2 years ago
- [Ongoing Project] Codebase for network quantization study.☆12May 20, 2020Updated 5 years ago
- In search of effective and efficient Pipeline for Distillating Knowledge in Convolutional Neural Networks☆13Apr 12, 2020Updated 5 years ago
- Lesson source code for the book "3D Computer Graphics: Software Revealed"☆39Nov 25, 2012Updated 13 years ago
- resnet_cifar10_cifar100_imagenet☆14Oct 30, 2018Updated 7 years ago
- Official codebase for our paper "Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks"☆12Jun 30, 2021Updated 4 years ago
- Tflite VX Delegate i.MX Machine Learning☆11Dec 15, 2025Updated 2 months ago
- [IROS 2021] ADD: A Fine-grained Dynamic Inference Architecture for Semantic Image Segmentation☆10May 3, 2022Updated 3 years ago
- Implementation for NATv2.☆23Feb 20, 2021Updated 5 years ago
- ☆10May 9, 2019Updated 6 years ago
- ACCV2022 Source Code of paper "Feature Decoupled Knowledge Distillation via Spatial Pyramid Pooling"☆12Jul 5, 2023Updated 2 years ago
- Code release for "Adversarial Robustness vs Model Compression, or Both?"☆90Jun 22, 2021Updated 4 years ago
- Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory - WACV18☆12Jul 5, 2019Updated 6 years ago
- ☆13Mar 6, 2020Updated 5 years ago
- Person re-identification, a tool used in intelligent video surveillance, is the task of correctly identifying individuals across multiple…☆13Dec 31, 2018Updated 7 years ago