Compressing Neural Networks using the Variational Information Bottleneck
☆67Aug 3, 2022Updated 3 years ago
Alternatives and similar repositories for VIBNet
Users that are interested in VIBNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of Deep Variational Information Bottleneck☆212Mar 22, 2018Updated 8 years ago
- Variational Information Bottleneck☆16Nov 26, 2018Updated 7 years ago
- Theory and PyTorch implementation of Deep Variational Information Bottleneck☆35Jul 17, 2020Updated 5 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆17Jan 5, 2021Updated 5 years ago
- ☆15Jan 8, 2020Updated 6 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆43May 10, 2021Updated 4 years ago
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆46Oct 29, 2022Updated 3 years ago
- ☆155Apr 20, 2020Updated 5 years ago
- Implementation of Information Dropout☆39Jul 12, 2017Updated 8 years ago
- Deep Variational Information Bottleneck (DVIB) in PyTorch.☆10Apr 25, 2020Updated 5 years ago
- [NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: …☆49Dec 30, 2021Updated 4 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- PyTorch Implementation for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors" (ECCVW'20).☆15Oct 23, 2020Updated 5 years ago
- Implementation of: Kristiadi, Agustinus, and Asja Fischer. "Predictive Uncertainty Quantification with Compound Density Networks." (2019)…☆16May 26, 2022Updated 3 years ago
- Tensorflow implementation of "Learning to Balance: Bayesian Meta-learning for Imbalanced and Out-of-distribution Tasks" (ICLR 2020 oral)☆101Nov 23, 2020Updated 5 years ago
- Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVER…☆151Nov 12, 2018Updated 7 years ago
- Tensorflow implementation of deep variational information bottleneck☆24Jun 23, 2022Updated 3 years ago
- Code for LIT, ICML 2019☆20Jun 11, 2019Updated 6 years ago
- mixed membership stochastic block model☆13Jun 8, 2016Updated 9 years ago
- ☆22Sep 12, 2023Updated 2 years ago
- Implementation of Multi-View Information Bottleneck☆139May 27, 2020Updated 5 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 4 years ago
- Programmable Neural Network Compression☆149May 26, 2022Updated 3 years ago
- Structured Bayesian Pruning, NIPS 2017☆73Jul 10, 2020Updated 5 years ago
- Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory - WACV18☆12Jul 5, 2019Updated 6 years ago
- ☆27Feb 25, 2021Updated 5 years ago
- ☆31Feb 27, 2019Updated 7 years ago
- ICS: Introduction to Computer Systems☆15Sep 18, 2019Updated 6 years ago
- Deep Generative Models: Diffusion Models for Molecule Generation☆10Jun 17, 2024Updated last year
- Code release for "Adversarial Robustness vs Model Compression, or Both?"☆90Jun 22, 2021Updated 4 years ago
- Codes for paper "Few Shot Network Compression via Cross Distillation", AAAI 2020.☆31Jan 31, 2020Updated 6 years ago
- Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"☆25Jul 9, 2022Updated 3 years ago
- Code for paper "Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking"☆18May 7, 2019Updated 6 years ago
- A Tensorflow SqueezeNet implementation☆14Oct 1, 2018Updated 7 years ago
- ICLR 2023 paper "Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness" by Yuancheng Xu, Yanchao Sun, Micah Gold…☆26May 2, 2023Updated 2 years ago
- Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"☆18Oct 21, 2022Updated 3 years ago
- Deep Learning & Information Bottleneck☆64Jun 30, 2023Updated 2 years ago
- ☆20May 28, 2019Updated 6 years ago
- UTS Person-reID Practical By Zhedong Zheng☆18Sep 6, 2018Updated 7 years ago