evelinehong / slot-attention-pytorchLinks
Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"
☆95Updated last year
Alternatives and similar repositories for slot-attention-pytorch
Users that are interested in slot-attention-pytorch are comparing it to the libraries listed below
Sorting:
- ☆78Updated 2 years ago
- ☆41Updated last year
- Official code for Slot-Transformer for Videos (STEVE)☆49Updated 2 years ago
- This is the official source code for SLATE. We provide the code for the model, the training code, and a dataset loader for the 3D Shapes …☆86Updated 2 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆68Updated 2 years ago
- Official Code for Neural Systematic Binder☆33Updated 2 years ago
- ☆164Updated 2 years ago
- PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference☆59Updated 2 years ago
- Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models☆109Updated last year
- Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models☆87Updated last year
- ☆39Updated 2 years ago
- Official Release of NeurIPS 2023 Spotlight paper "Object-Centric Slot Diffusion"☆66Updated last year
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆50Updated 2 years ago
- Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]☆48Updated 4 months ago
- [NeurIPS 2021 Spotlight] Learning to Compose Visual Relations☆101Updated 2 years ago
- Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations ICCV23☆27Updated 5 months ago
- Implementation of Slot Attention from GoogleAI☆433Updated 9 months ago
- Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns☆16Updated 2 years ago
- Repository for our paper "Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities"☆22Updated 3 months ago
- (NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping☆97Updated 2 months ago
- This repo contains the official implementation of ICLR 2024 paper "Is ImageNet worth 1 video? Learning strong image encoders from 1 long …☆88Updated last year
- [NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts☆61Updated 2 years ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆13Updated 2 years ago
- [CVPR 2024 Highlight] SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers☆66Updated 11 months ago
- [NeurIPS 2021] Unsupervised Foreground Extraction via Deep Region Competition☆42Updated 3 years ago
- [CVPR 2022 (oral)] Bongard-HOI for benchmarking few-shot visual reasoning☆67Updated 2 years ago
- [ICLR 2023 - UNOFFICIAL] Bridging the Gap to Real-World Object-Centric Learning☆17Updated last year
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆35Updated 2 years ago
- ☆73Updated 2 years ago
- Multimodal Masked Autoencoders (M3AE): A JAX/Flax Implementation☆103Updated 3 months ago