A pytorch implementation for the LSTM experiments in the paper: Why Gradient Clipping Accelerates Training: A Theoretical Justification for Adaptivity
☆48Feb 7, 2020Updated 6 years ago
Alternatives and similar repositories for why-clipping-accelerates
Users that are interested in why-clipping-accelerates 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 the NeurIPS 2020 paper "Improved analysis of clippind algorithms for non-convex optimization", including various clipping algori…☆10Feb 17, 2021Updated 5 years ago
- PyTorch Implementation of Hierarchical Multiscale Recurrent Neural Networks☆15Nov 13, 2018Updated 7 years ago
- Official codebase for our paper "Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks"☆12Jun 30, 2021Updated 5 years ago
- Implementation of the paper "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", Ron Amit and Ron Meir, ICML 2018☆18Apr 13, 2021Updated 5 years ago
- Related material on Federated Learning☆26Apr 9, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Source code accompanying the ICLR2020 publication 'Massively Multilingual Sparse Word Representations' https://openreview.net/forum?id=Hy…☆12Aug 15, 2023Updated 2 years ago
- An empirical investigation of deep learning theory☆16Oct 3, 2019Updated 6 years ago
- This is a Pytorch implementation of contrastive Learning(CL) baselines.☆14Aug 29, 2022Updated 3 years ago
- PyTorch implementations of neural network models for keyword spotting☆11Oct 19, 2020Updated 5 years ago
- Official Code for MIMETIC^2☆13Nov 19, 2024Updated last year
- Comparison of gradient estimation techniques for black-box adversarial examples☆11Oct 31, 2018Updated 7 years ago
- Active Learning for Improved Semi Supervised Semantic Segmentation in Satellite Images☆23Mar 4, 2022Updated 4 years ago
- Code for the paper "Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation" by Alexander Levine and Soheil Feizi.☆10Aug 22, 2022Updated 3 years ago
- [ECCV18] Constraint-Aware Deep Neural Network Compression☆12Sep 11, 2018Updated 7 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.
- This package is dedicated to high-order optimization methods. All the methods can be used similarly to standard PyTorch optimizers.☆30Jun 17, 2025Updated last year
- Official PyTorch implementation of "Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets" (ICLR 2023 notable top 25%)☆26Mar 18, 2024Updated 2 years ago
- CIFAR10 ResNets implemented in JAX+Flax☆12Apr 6, 2022Updated 4 years ago
- Predicting Air Quality from Webcam Images with Deep Learning☆10Jan 19, 2019Updated 7 years ago
- ☆12Jul 7, 2021Updated 5 years ago
- CEVAE with VampPrior☆11Jul 18, 2018Updated 8 years ago
- Plugin for Android Studio & IDEA for send deeplinks or adb commands to your application/device. Create your own configuration in json con…☆10Dec 10, 2020Updated 5 years ago
- Atomo: Communication-efficient Learning via Atomic Sparsification☆29Dec 9, 2018Updated 7 years ago
- ☆14May 7, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The official repository for our paper "The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns …☆16Jun 11, 2025Updated last year
- This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron …☆32Jun 14, 2023Updated 3 years ago
- ☆16Apr 26, 2023Updated 3 years ago
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Feb 4, 2026Updated 6 months ago
- Code release to accompany paper "Geometry-Aware Gradient Algorithms for Neural Architecture Search."☆25Oct 7, 2020Updated 5 years ago
- [NeurIPS'22] Official Repository for Characterizing Datapoints via Second-Split Forgetting☆16Aug 11, 2023Updated 2 years ago
- Pretraining summarization models using a corpus of nonsense☆13Sep 28, 2021Updated 4 years ago
- Experiments from "The Generalization-Stability Tradeoff in Neural Network Pruning": https://arxiv.org/abs/1906.03728.☆14Oct 23, 2020Updated 5 years ago
- Robust Attribution Regularization☆16Feb 17, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- DropNet: Reducing Neural Network Complexity via Iterative Pruning (ICML 2020)☆16Aug 24, 2020Updated 5 years ago
- Codelab and solution for the Android Things Weatherstation☆15May 26, 2021Updated 5 years ago
- LLMEval☆11Feb 12, 2024Updated 2 years ago
- ☆43Jul 8, 2020Updated 6 years ago
- ☆12Sep 26, 2019Updated 6 years ago
- Paper and Code for "Curriculum Learning by Optimizing Learning Dynamics" (AISTATS 2021)☆21Jun 27, 2021Updated 5 years ago
- Single Image Backdoor Inversion via Robust Smoothed Classifiers☆17Jul 18, 2023Updated 3 years ago