HHousen / object-discovery-pytorchLinks
An implementation of several unsupervised object discovery models (Slot Attention, SLATE, GNM) in PyTorch with pre-trained models.
☆14Updated 7 months ago
Alternatives and similar repositories for object-discovery-pytorch
Users that are interested in object-discovery-pytorch are comparing it to the libraries listed below
Sorting:
- ☆87Updated 4 months ago
- [CVPR 2024 Highlight] SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers☆73Updated last year
- This repo contains the official implementation of ICLR 2024 paper "Is ImageNet worth 1 video? Learning strong image encoders from 1 long …☆95Updated last year
- ☆11Updated last year
- Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models☆93Updated last year
- IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks☆58Updated last year
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆51Updated 2 years ago
- Official Release of NeurIPS 2023 Spotlight paper "Object-Centric Slot Diffusion"☆71Updated last year
- ☆46Updated last year
- Official Code for Neural Systematic Binder☆34Updated 2 years ago
- Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]☆63Updated 11 months ago
- Code and data for the paper "Emergent Visual-Semantic Hierarchies in Image-Text Representations" (ECCV 2024)☆32Updated last year
- Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations ICCV23☆29Updated last year
- Code for paper "Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning"☆44Updated 2 years ago
- [NeurIPS 2023] Self-supervised Object-Centric Learning for Videos☆32Updated last year
- Code and data setup for the paper "Are Diffusion Models Vision-and-language Reasoners?"☆33Updated last year
- ☆26Updated 8 months ago
- Code and data release for the paper "Learning Object State Changes in Videos: An Open-World Perspective" (CVPR 2024)☆35Updated last year
- Official code repo of PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs☆26Updated 11 months ago
- ☆24Updated 5 months ago
- A Model for Embodied Adaptive Object Detection☆45Updated 3 years ago
- [ECCV2024, Oral, Best Paper Finalist] This is the official implementation of the paper "LEGO: Learning EGOcentric Action Frame Generation…☆39Updated 10 months ago
- Test-Time Training on Video Streams☆66Updated 2 years ago
- ☆42Updated last year
- [NeurIPS 2022] code for "Visual Concepts Tokenization"☆23Updated 3 years ago
- HD-EPIC Python script to download the entire datasets or parts of it☆15Updated 3 months ago
- Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"☆106Updated 2 years ago
- Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models☆118Updated 2 years ago
- Visual Representation Learning with Stochastic Frame Prediction (ICML 2024)☆26Updated last year
- Code for "Is CLIP ideal? No. Can we fix it? Yes!"☆48Updated 3 weeks ago