Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthogonal regularizer on RNNs with SeqMNIST dataset.
☆17Sep 21, 2019Updated 6 years ago
Alternatives and similar repositories for Dynamical-Isometry-from-Orthogonality-Neural-Nets
Users that are interested in Dynamical-Isometry-from-Orthogonality-Neural-Nets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Efficient Neural Network Loss Landscape Generation☆10Apr 26, 2019Updated 7 years ago
- This repository provides code source used in the paper: A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off☆13May 30, 2019Updated 6 years ago
- Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression☆19Oct 12, 2021Updated 4 years ago
- ☆16Feb 11, 2021Updated 5 years ago
- Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning☆19Sep 20, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)☆25Aug 13, 2020Updated 5 years ago
- Fair quantitative comparison of NLP embeddings from GloVe to RoBERTa with Sequential Bayesian Optimization fine-tuning using Flair and Se…☆18Sep 4, 2019Updated 6 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆16Jan 5, 2021Updated 5 years ago
- Spell and pronounce words with a neural network☆10Feb 13, 2017Updated 9 years ago
- https://icml.cc/virtual/2023/poster/24354☆10Aug 15, 2023Updated 2 years ago
- (Unofficial) Data-Distortion Guided Self-Distillation for Deep Neural Networks (AAAI 2019)☆14May 12, 2021Updated 4 years ago
- Official PyTorch implementation of the paper : ProbAct: A Probabilistic Activation Function for Deep Neural Networks.☆13Jun 10, 2019Updated 6 years ago
- TF-FD☆20Nov 19, 2022Updated 3 years ago
- ☆13Aug 19, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Data-free knowledge distillation using Gaussian noise (NeurIPS paper)☆15Mar 24, 2023Updated 3 years ago
- ☆15Mar 12, 2024Updated 2 years ago
- The implementation of paper ''Efficient Attention Network: Accelerate Attention by Searching Where to Plug''.☆20Jun 16, 2023Updated 2 years ago
- skeleton variation encoder code in tensorflow☆12May 22, 2016Updated 9 years ago
- ☆14Dec 30, 2021Updated 4 years ago
- A selection of code resources for mobile robot navigation and control.☆13Aug 8, 2021Updated 4 years ago
- ☆13Mar 27, 2020Updated 6 years ago
- Source code repo for paper "TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation"☆10Aug 11, 2023Updated 2 years ago
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆17Apr 8, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- PyTorch DL Tutorial using Torchsample☆11May 2, 2017Updated 9 years ago
- ☆11Jul 15, 2020Updated 5 years ago
- Notebooks for "Python for Signal Processing" book☆11May 11, 2015Updated 11 years ago
- Neural Conversation Models☆10Jul 9, 2020Updated 5 years ago
- Yandex Style Guide☆11Sep 10, 2015Updated 10 years ago
- Sequenced Show, Attend, and Tell: Natural Language from Natural Images☆12Jun 15, 2016Updated 9 years ago
- Code for our IJCAI 2019 paper entitled "Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis"☆14Mar 29, 2022Updated 4 years ago
- Tokenizing Loops of Antibodies☆34Nov 23, 2025Updated 5 months ago
- ☆19Jan 13, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing☆12Jun 27, 2019Updated 6 years ago
- ☆10Oct 14, 2020Updated 5 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 5 years ago
- Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)☆32Oct 25, 2020Updated 5 years ago
- SSR: A Unifed Framework for Prediction in Secondary Structure of RNA. 整合了LinearFold, E2Efold, MXfold2算法，包含数据集，欢迎一键使用。☆10Dec 31, 2021Updated 4 years ago
- ☆12May 19, 2023Updated 2 years ago
- ☆11Aug 16, 2020Updated 5 years ago