Images and Visual Representation Laboratory (IVRL) at EPFL (@IVRL)
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Top repositories

1

GANLocalEditing

Jupyter Notebook
145
star
2

VolRecon

Official code of VolRecon (CVPR 2023)
Python
135
star
3

Kernel-Modeling-Super-Resolution

Official Implementation for Kernel Modeling Super-Resolution on Real Low-Resolution Images
MATLAB
92
star
4

MulT

(CVPR 2022) MulT: An End-to-End Multitask Learning Transformer
Jupyter Notebook
48
star
5

w2s

(ECCVW 2020) Joint Denoising and SR in Microscopy Imaging
MATLAB
48
star
6

Dunit

(CVPR 2020) DUNIT: Detection-Based Unsupervised Image-to-Image Translation
Python
25
star
7

ComicsDepth

(WACV 2022) Estimating Image Depth in the Comics Domain
Python
16
star
8

Fast-Zero-Learning-Fusion

Jupyter Notebook
15
star
9

VTAGML

(ICCV 2023) Vision Transformer Adapters for Generalizable Multitask Learning
Python
15
star
10

signal-leak-bias

Official implementation of "Exploiting the Signal-Leak Bias in Diffusion Models" (WACV 2024)
Jupyter Notebook
14
star
11

LELSD

Python
12
star
12

DSR

(ECCVW 2022) Towards Drone Image Super-Resolution
Python
12
star
13

Multi-Modal-Spectral-Image-Super-Resolution

Winner of PIRM2018 Challenge
Python
11
star
14

Tempsal

Official repository for the paper "TempSAL - Uncovering Temporal Information for Deep Saliency Prediction" (CVPR 2023)
Jupyter Notebook
10
star
15

MeshNCA

Official implementation of the paper titled "Mesh Neural Cellular Automata"
Jupyter Notebook
10
star
16

Cluster

Instructions on how to set-up the runAI cluster environment
Shell
9
star
17

DyNCA

Jupyter Notebook
9
star
18

PoGaIN

(SP Letters 2022) PoGaIN: Poisson-Gaussian Image Noise Modeling from Paired Samples
Jupyter Notebook
9
star
19

FG-NIC

(IEEE SPL 2021) Fidelity-Guided Noisy Image Classification
Python
6
star
20

BUIFD

(TIP 2020) Blind Universal Image Fusion Denoiser
Jupyter Notebook
6
star
21

Zero-Learning-Medical-Fusion

Official Implementation for Zero-Learning Medical Fusion, FUSION 2019
Jupyter Notebook
6
star
22

NoiseNCA

Official implementation of the paper titled "NoiseNCA: Noisy Seed Improves Spatio-Temporal Continuity of Neural Cellular Automata"
Jupyter Notebook
6
star
23

DEU

(ICIP 2021) Denoiser Epistemic Uncertainty
Jupyter Notebook
6
star
24

CCID

(EI 2022) Controllable Confidence-Based Image Denoising
Python
5
star
25

AI4VA

This is the GitHub repository for AI for Visual Arts Workshop and Challenges (AI4VA) in conjunction with ECCV 2024, Milano, Italy.
Jupyter Notebook
5
star
26

FastAdvL1

Python
5
star
27

AugSal

This is the GitHub repository for Data Augmentation for Saliency Prediction via Latent Diffusion paper in ECCV 2024, Milano, Italy
Python
4
star
28

Multispectral_Deblurring

MATLAB
4
star
29

DisSal

(TMLR 2022) Modeling Object Dissimilarity for Deep Saliency Prediction https://ivrl.github.io/DisSal
3
star
30

AdversaryLossLandscape

(NeurIPS 2020) On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them
Python
3
star
31

RobustBinarySubNet

Python
3
star
32

Drone-Shadow-Tracking

Official Implementation of "Drone Shadow Tracking"
Python
3
star
33

NEMTO

(ICCV 2023) NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects
Python
3
star
34

NIRdehazing

Official Implementation of "Near-Infrared Fusion for Photorealistic Image Dehazing"
Python
2
star
35

InNeRF360

(CVPR 2024) InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360-degree Neural Radiance Fields
Python
2
star
36

dsi2i

DSI2I: Dense Style for Unpaired Exemplar-based Image-to-Image Translation
Python
1
star
37

diffusion-in-style

JavaScript
1
star
38

CS413-ComputationalPhotography

Jupyter Notebook
1
star
39

PolyEnvelope

(IEEE TNNLS 2021) Training Provably Robust Models by Polyhedral Envelope Regularization.
Python
1
star
40

Frequency_Tuned_Saliency

Python implementation of: "Frequency-tuned salient region detection" (CVPR 2009)
Python
1
star