Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.
☆66Jul 29, 2020Updated 6 years ago
Alternatives and similar repositories for LossLandscape
Users that are interested in LossLandscape are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆39Jan 24, 2020Updated 6 years ago
- Implements RNNPool and SoftPool for CNNs.☆14Jan 29, 2021Updated 5 years ago
- Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.☆11Apr 22, 2020Updated 6 years ago
- Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthog…☆17Sep 21, 2019Updated 6 years ago
- Neural Arithmetic Logic Units by Trask et al.☆12Apr 10, 2019Updated 7 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.
- Tools for exploring Transformer neuron behaviour, including input pruning and diversification.☆11Jun 6, 2023Updated 3 years ago
- Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).☆13Oct 14, 2020Updated 5 years ago
- [ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas W…☆14Aug 4, 2023Updated 3 years ago
- [ECMLPKDD 2020] "Topological Insights into Sparse Neural Networks"☆13May 2, 2022Updated 4 years ago
- Work on Evidential Deep Learning to Quantify Classification Uncertainty☆60Jan 8, 2019Updated 7 years ago
- The official project website of "NORM: Knowledge Distillation via N-to-One Representation Matching" (The paper of NORM is published in IC…☆20Sep 18, 2023Updated 2 years ago
- This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.☆14Dec 21, 2021Updated 4 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆16Jan 5, 2021Updated 5 years ago
- The official implementation of the MC-Dropconnect method for Uncertainty Estimation in DNNs☆17Sep 25, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Single shot neural network pruning before training the model, based on connection sensitivity☆11Aug 7, 2019Updated 7 years ago
- Simple classifier to classify SVHN images, based on Keras with the Tensorflow backend.☆17Feb 26, 2018Updated 8 years ago
- PyTorch implementation of LARS (Layer-wise Adaptive Rate Scaling)☆20May 11, 2019Updated 7 years ago
- Training a racecar with W&B!☆10May 12, 2023Updated 3 years ago
- Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning☆95Oct 28, 2020Updated 5 years ago
- Reproduction of the paper "Soft Q-Learning with Mutual Information Regularization" CoRL 2019.☆10Jan 10, 2019Updated 7 years ago
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Aug 21, 2020Updated 6 years ago
- Learning To Stop While Learning To Predict☆36Nov 2, 2022Updated 3 years ago
- [NeurIPS 2019] E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy☆21Nov 18, 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.
- Free and open-source AP (Advanced Placement) Java Course on EXLskills.com☆11Sep 25, 2019Updated 6 years ago
- Android aestheticodes app☆13Aug 27, 2025Updated last year
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 5 years ago
- TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution …☆46Sep 7, 2021Updated 4 years ago
- Repository with code for paper "Inhibited Softmax for Uncertainty Estimation in Neural Networks"☆25May 1, 2019Updated 7 years ago
- ☆26Dec 13, 2022Updated 3 years ago
- TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".☆87Aug 12, 2022Updated 4 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆111Mar 24, 2024Updated 2 years ago
- Multivariate Electricity Consumption Prediction with Extreme Learning Machine☆10Jun 25, 2018Updated 8 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 is the official code for UGTs.☆13Feb 8, 2023Updated 3 years ago
- Recycling diverse models☆47Jan 18, 2023Updated 3 years ago
- Asymmetric Multi-Task Learning code, If you want to use it, please let me know and cite AMTL paper☆11Aug 3, 2016Updated 10 years ago
- ☆35Mar 13, 2021Updated 5 years ago
- ☆23Oct 27, 2019Updated 6 years ago
- Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)☆67Oct 11, 2021Updated 4 years ago
- A repository for hacking Generative Fill with Open Source Tools☆37Mar 15, 2024Updated 2 years ago