Discover fregu856/regression_uncertainty Open Source project

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Language
Python
License
MIT License
Created almost 2 years ago
Updated 8 months ago

fregu856

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Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

Python

760

papers

I categorize, annotate and write comments for all research papers I read (410+ papers since 2018).

398

3DOD_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

Python

282

segmentation

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

Python

244

2D_detection

TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.

Python

130

evaluating_bdl

Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.

Python

129

ebms_regression

Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).

Jupyter Notebook

CS224n_project

Neural Image Captioning in TensorFlow.

Jupyter Notebook

ebms_3dod

Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.

Python

ebms_proposals

Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.

Sommarprojekt16

Summer17

skalman

fregu856.github.io

CS-229

TSRT10

fregu856/regression_uncertainty

fregu856

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