InstaGAN: Instance-aware Image Translation (ICLR 2019)
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Jul 25, 2024 - Python
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object-centric
Here are 12 public repositories matching this topic...
Official PyTorch implementation of GENESIS and GENESIS-V2
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Apr 13, 2022 - Python
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
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Apr 30, 2023 - Python
Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]
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Jan 25, 2025 - Python
This repository is the official implementation of Improving Object-centric Learning With Query Optimization
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May 30, 2023 - Python
🔥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
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Aug 26, 2025 - Python
Official PyTorch implementation of 'RELATE: Physically Plausible Multi-Object SceneSynthesis Using Structured Latent Spaces'.
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Nov 6, 2020 - Python
Slot-TTA shows that test-time adaptation using slot-centric models can improve image segmentation on out-of-distribution examples.
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Jun 20, 2023 - Python
Unofficial PyTorch implementation of IODINE https://arxiv.org/abs/1903.00450
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Jul 30, 2021 - Python
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).
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Apr 3, 2023 - Python
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
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May 28, 2022 - Python
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
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Dec 15, 2021 - Python
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