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instagan sangwoomo

160

845

other

34

InstaGAN: Instance-aware Image Translation (ICLR 2019)

gan object-centric generative-models image-to-image-translation generative-adversarial-network

Created 2018-12-16

321 commits to master branch, last one 3 years ago

genesis applied-ai-lab

20

111

gpl-3.0

5

Official PyTorch implementation of GENESIS and GENESIS-V2

vae pytorch object-centric generative-model machine-learning

Created 2020-04-10

78 commits to master branch, last one 2 years ago

object-centric-library addtt

4

65

mit

3

Library for the training and evaluation of object-centric models (ICML 2022)

objects generalization object-centric distribution-shift ood-generalization unsupervised-learning representation-learning structured-representations

Created 2022-05-27

12 commits to main branch, last one about a year ago

BO-QSA YuLiu-LY

3

50

unknown

2

This repository is the official implementation of Improving Object-centric Learning With Query Optimization

object-centric unsupervised-learning

Created 2022-10-13

30 commits to main branch, last one about a year ago

UnsupObjSeg vLAR-group

1

34

mit

1

🔥Benchmarking Unsupervised Obj Seg (NeurIPS 2022 & IJCV 2024)

benchmarking neurips-2022 object-centric generative-model object-detection real-world-images object-segmentation instance-segmentation unsupervised-learning variational-inference variational-autoencoder

Created 2022-09-28

16 commits to main branch, last one 2 months ago

AdaSlot amazon-science

1

30

apache-2.0

1

Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]

object-centric object-centric-learning

Created 2024-08-22

4 commits to main branch, last one about a month ago

Slot-TTA mihirp1998

3

26

unknown

3

Slot-TTA shows that test-time adaptation using slot-centric models can improve image segmentation on out-of-distribution examples.

object-centric slot-attention test-time-adaptation

Created 2023-01-16

12 commits to main branch, last one about a year ago