I categorize, annotate and write comments for all research papers I read (550+ papers since 2018).
☆415Jun 27, 2026Updated 3 weeks ago
Alternatives and similar repositories for papers
Users that are interested in papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.☆134Jul 4, 2020Updated 6 years ago
- Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertaint…☆641Aug 1, 2022Updated 3 years ago
- Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.☆19Mar 21, 2024Updated 2 years ago
- Harvard Fall 2019 Applied Math 207 A Primer and Critique of Prior Networks☆12Dec 22, 2019Updated 6 years ago
- High-quality implementations of standard and SOTA methods on a variety of tasks.☆1,584Jul 9, 2026Updated 2 weeks 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.
- Documentation and code on Continual Learning☆13May 24, 2021Updated 5 years ago
- Code for "Deep Convolutional Networks as shallow Gaussian Processes"☆39Jun 21, 2019Updated 7 years ago
- Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"☆480Jul 6, 2023Updated 3 years ago
- AISTATS paper 'Uncertainty in Neural Networks: Approximately Bayesian Ensembling'☆89Aug 31, 2020Updated 5 years ago
- Colab notebooks for d2l-book☆11Dec 5, 2019Updated 6 years ago
- "What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?", NIPS 2017 (unofficial code).☆209Dec 19, 2019Updated 6 years ago
- Regularly Truncated M-estimators for Learning with Noisy Labels☆11Apr 24, 2024Updated 2 years ago
- Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more☆1,967Oct 20, 2023Updated 2 years ago
- Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"☆275Mar 17, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆10Aug 31, 2020Updated 5 years ago
- ☆11Jul 24, 2020Updated 6 years ago
- ☆14May 24, 2018Updated 8 years ago
- Pytorch implementations deep RL research papers☆13Jul 30, 2020Updated 5 years ago
- Some mini projects in different fields of Robotics☆13Aug 13, 2020Updated 5 years ago
- Bayesian Deep Learning Benchmarks☆673Mar 24, 2023Updated 3 years ago
- Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"☆248Dec 3, 2019Updated 6 years ago
- a repo sharing Bayesian Neural Network recent papers☆217Aug 9, 2019Updated 6 years ago
- ☆23Aug 20, 2018Updated 7 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.
- Papers for Bayesian-NN☆328Jun 25, 2019Updated 7 years ago
- Notes and summaries of various ML, Computer Vision & NLP papers.☆563May 2, 2022Updated 4 years ago
- Demos demonstrating the difference between homoscedastic and heteroscedastic regression with dropout uncertainty.☆140Feb 24, 2016Updated 10 years ago
- This repository is the code for Predictive Uncertainty Estimation using Deep Ensemble☆162Jul 23, 2022Updated 4 years ago
- Sample code for the NIPS paper "Scalable Variational Inference for Dynamical Systems"☆27Mar 29, 2019Updated 7 years ago
- Awesome resources on normalizing flows.☆1,635Jun 16, 2026Updated last month
- IvLabs / Deep-Learning-Based-Stair-Segmentation-and-Behavioral-Cloning-for-Autonomous-Stair-ClimbingCode for "Deep Learning-Based Stair Segmentation and Behavioral Cloning for Autonomous Stair Climbing"☆32Mar 10, 2020Updated 6 years ago
- A simple probabilistic programming language.☆711Jul 2, 2026Updated 3 weeks ago
- 3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.☆285Nov 6, 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.
- ☆175Jul 30, 2024Updated last year
- Code for Domain Adaptation Through Task Distillation (ECCV 20)☆47Dec 8, 2022Updated 3 years ago
- This repository contains implementations of Quantum Machine Learning algorithms, feature maps, variational circuits and research papers.☆48Jun 21, 2021Updated 5 years ago
- "Detecting Extrapolation with Local Ensembles" by David Madras, James Atwood, and Alex D'Amour☆13Sep 25, 2020Updated 5 years ago
- Bird's Eye View Object Detection Algorithm for self-driving Cars☆95Dec 9, 2020Updated 5 years ago
- Implementing Bayes by Backprop☆184Mar 25, 2019Updated 7 years ago
- ☆11Jun 4, 2021Updated 5 years ago