Fredrik K. Gustafsson (@fregu856)
github

fregu856

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Top repositories

1

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
Python
741
star
2

papers

I categorize, annotate and write comments for all research papers I read (350+ papers since 2018).
388
star
3

3DOD_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.
Python
278
star
4

segmentation

TensorFlow implementation of ENet, trained on the Cityscapes dataset.
Python
246
star
5

2D_detection

TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.
Python
131
star
6

evaluating_bdl

Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.
Python
125
star
7

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
89
star
8

CS224n_project

Neural Image Captioning in TensorFlow.
Jupyter Notebook
65
star
9

ebms_3dod

Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.
Python
59
star
10

regression_uncertainty

Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.
Python
17
star
11

Sommarprojekt16

Python
11
star
12

ebms_proposals

Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.
Python
11
star
13

Summer17

Makefile
6
star
14

skalman

Makefile
3
star
15

fregu856.github.io

JavaScript
3
star
16

CS-229

Python
3
star
17

TSRT10

Makefile
2
star