AIS-Bonn / OCVP-object-centric-video-prediction
Official implementation of: "Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions" by Villar-Corrales et al. ICIP 2023
☆14Updated last year
Related projects ⓘ
Alternatives and complementary repositories for OCVP-object-centric-video-prediction
- Official Code for Neural Systematic Binder☆29Updated last year
- Official code for Slot-Transformer for Videos (STEVE)☆41Updated last year
- ` google-research / slot-attention-video ` but in pytorch.☆18Updated 2 years ago
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆50Updated last year
- [TMLR 2024] Official PyTorch Implementation of Deep Dynamic Latent Particles☆14Updated 9 months ago
- Independent PyTorch Implementation of Object Scene Representation Transformer☆46Updated last year
- Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models☆98Updated last year
- Repository for our paper "Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities"☆14Updated 6 months ago
- ☆39Updated 9 months ago
- Slot-TTA shows that test-time adaptation using slot-centric models can improve image segmentation on out-of-distribution examples.☆24Updated last year
- ☆37Updated 6 months ago
- ☆23Updated 2 years ago
- [ICML 2022] Official PyTorch implementation of the paper "Unsupervised Image Representation Learning with Deep Latent Particles"☆26Updated last year
- Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models☆78Updated 9 months ago
- Compositional Object Light Fields code☆27Updated 2 years ago
- Code for the paper "Representing Spatial Trajectories as Distributions"☆11Updated last year
- Visual Representation Learning with Stochastic Frame Prediction (ICML 2024)☆16Updated last month
- ☆31Updated 6 months ago
- [NeurIPS 2022] code for "Visual Concepts Tokenization"☆21Updated 2 years ago
- [CVPR 2024 Highlight] SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers☆52Updated 4 months ago
- ☆68Updated last year
- Personal Python toolbox☆15Updated 3 months ago
- Code for NeurIPS 2022 paper "Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space"☆18Updated last year
- ☆12Updated last year
- Evaluating pre-trained navigation agents under corruptions☆28Updated 3 years ago
- [CVPR 2022] Joint hand motion and interaction hotspots prediction from egocentric videos☆54Updated 9 months ago
- [ICML 2020] Visual Grounding of Learned Physical Models☆37Updated 3 years ago
- Code for ECCV 2020 paper - LEMMA: A Multi-view Dataset for LEarning Multi-agent Multi-task Activities☆28Updated 3 years ago
- IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks☆59Updated last month