Learning to Initialize Neural Networks for Stable and Efficient Training
☆138May 24, 2022Updated 4 years ago
Alternatives and similar repositories for gradinit
Users that are interested in gradinit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for training on Imagenet to SOTA results using PyTorch☆13Aug 22, 2026Updated last month
- Pretraining summarization models using a corpus of nonsense☆13Sep 28, 2021Updated 4 years ago
- Adam with minor modifications which give significant improvement☆19Aug 20, 2021Updated 5 years ago
- Code for the ICML'20 paper "Improving Transformer Optimization Through Better Initialization"☆91Feb 1, 2021Updated 5 years ago
- ☆13Aug 20, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆18Oct 12, 2022Updated 3 years ago
- A library helping to gather stats and run checks during training deep learning models with Pytorch☆35Mar 6, 2022Updated 4 years ago
- Code for the paper "Understanding Generalization through Visualizations"☆63Jan 15, 2021Updated 5 years ago
- [CVPR 2022] "The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy" by Tianlong C…☆25Mar 9, 2022Updated 4 years ago
- Unofficial Pytorch implementation of the paper Filter Response Normalization.☆19Dec 9, 2019Updated 6 years ago
- Over9000 optimizer☆424Nov 22, 2022Updated 3 years ago
- Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural trai…☆176May 3, 2024Updated 2 years ago
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 4 years ago
- ConvexPolytopePosioning☆37Jan 10, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆27Sep 13, 2021Updated 5 years ago
- [WACV 2022] "Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity" by Xinyu Gong, Wuyang Chen, Tian…☆50Dec 29, 2021Updated 4 years ago
- ☆110Sep 15, 2021Updated 5 years ago
- Code for "DynaGuard: A Dynamic Guardrail Model With User-Defined Policies."☆25Nov 3, 2025Updated 10 months ago
- ☆58Sep 23, 2022Updated 4 years ago
- [NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe …☆84Dec 30, 2021Updated 4 years ago
- Pytorch Datasets for Easy-To-Hard☆30Jan 9, 2025Updated last year
- Histopathologic Cancer Detection model based on Kaggle Challenge https://www.kaggle.com/c/histopathologic-cancer-detection (top 1%)☆11Feb 16, 2021Updated 5 years ago
- [NeurIPS'20] GradAug: A New Regularization Method for Deep Neural Networks☆93Dec 16, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆12Feb 22, 2021Updated 5 years ago
- Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training wi…☆54Nov 29, 2021Updated 4 years ago
- Our 1st place solution to finnet challenge☆10May 29, 2020Updated 6 years ago
- Algorithms for approximate attention in LLMs☆23Apr 14, 2025Updated last year
- AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)☆412Jan 13, 2021Updated 5 years ago
- Code for EMNLP2021 paper "Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training"☆20Nov 12, 2021Updated 4 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆64Dec 30, 2021Updated 4 years ago
- [ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"☆290Apr 25, 2022Updated 4 years ago
- Presentations of the advanced topics in optimization☆11Oct 30, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2021 Spotlight Oral] "Undistillable: Making A Nasty Teacher That CANNOT teach students", Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Che…☆84Dec 30, 2021Updated 4 years ago
- Code release for the ICLR paper☆22Jun 13, 2018Updated 8 years ago
- Ἀνατομή is a PyTorch library to analyze representation of neural networks☆66Jun 21, 2025Updated last year
- Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthog…☆17Sep 21, 2019Updated 7 years ago
- Experimental framework for running pytorch experiments☆14Mar 6, 2023Updated 3 years ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆98Nov 17, 2024Updated last year
- ☆24Jan 27, 2022Updated 4 years ago