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object-centric

Here are 14 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 Jul 25, 2024
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

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 Apr 30, 2023
Python

YuLiu-LY / BO-QSA

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

unsupervised-learning object-centric

Updated May 30, 2023
Python

vLAR-group / UnsupObjSeg

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

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

Updated Oct 17, 2024
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

mihirp1998 / Slot-TTA

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

Updated Jun 20, 2023
Python

amazon-science / AdaSlot

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

object-centric object-centric-learning

Updated Sep 20, 2024
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 Oct 29, 2024
C

abhi1kumar / SUP-NeRF

[ECCV 2024] SUP-NeRF: A Streamlined Unification of Pose Estimation and NeRF for Monocular 3D Object Reconstruction

autonomous-driving nerf 3d-reconstruction pose-estimation single-view object-centric single-view-reconstruction

Updated Oct 5, 2024
Jupyter Notebook

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

marcoheinisch / oc-process-discovery

A process discovery tool for object-centric process mining on logs extracted from a SAP ERP system. It was developed in the "Process Discovery Using Python" lab at PADS (RWTH).

python process-mining ocel object-centric

Updated Apr 3, 2023
Python

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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