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object-centric

Here are 8 public repositories matching this topic...

sangwoomo / instagan

InstaGAN: Instance-aware Image Translation (ICLR 2019)

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

Updated Oct 28, 2021
Python

applied-ai-lab / genesis

Official PyTorch implementation of GENESIS and GENESIS-V2

machine-learning pytorch generative-model vae object-centric

Updated Apr 13, 2022
Python

hyenal / relate

Official PyTorch implementation of 'RELATE: Physically Plausible Multi-Object SceneSynthesis Using Structured Latent Spaces'.

image-generation video-generation papers-with-code object-centric

Updated Nov 6, 2020
Python

addtt / object-centric-library

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

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

Updated May 31, 2022
Python

pemami4911 / IODINE.pytorch

Unofficial PyTorch implementation of IODINE https://arxiv.org/abs/1903.00450

deep-learning representation-learning variational-autoencoder deep-generative-models object-centric

Updated Jul 30, 2021
Python

pdc

hpc-io / pdc

Proactive Data Containers (PDC) software provides an object-centric API and a runtime system with a set of data object management services. These services allow placing data in the memory and storage hierarchy, performing data movement asynchronously, and providing scalable metadata operations to find data objects.

data-management runtime-system pdc object-centric

Updated May 26, 2022
C

miltonllera / pytorch-object-centric

Unsupervised object-centric learning models using Slot Attention in PyTorch.

deep-learning pytorch transformer generative-model autoencoder segmentation attention-mechanism variational-autoencoder object-centric slot-attention

Updated May 28, 2022
Python

borea17 / StrImaDec

Reference Implementation for my thesis on "Structured Image Decompositions using Unsupervised Object-Centric Learning"

clustering pytorch vae unsupervised-learning discrete-optimization generative-models gradient-estimator pytorch-lightning object-centric

Updated Dec 15, 2021
Python

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