HHousen / object-discovery-pytorch
An implementation of several unsupervised object discovery models (Slot Attention, SLATE, GNM) in PyTorch with pre-trained models.
☆13Updated 2 years 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
- IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks☆58Updated 6 months ago
- [CVPR 2024 Highlight] SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers☆63Updated 10 months ago
- Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]☆39Updated 3 months ago
- ☆42Updated 11 months ago
- Code and data for the paper "Emergent Visual-Semantic Hierarchies in Image-Text Representations" (ECCV 2024)☆27Updated 8 months ago
- Official code repo of PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs☆26Updated 3 months ago
- Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models☆85Updated last year
- ☆11Updated last year
- Code and data release for the paper "Learning Object State Changes in Videos: An Open-World Perspective" (CVPR 2024)☆32Updated 7 months ago
- HT-Step is a large-scale article grounding dataset of temporal step annotations on how-to videos☆18Updated last year
- This repository is the official implementation of Improving Object-centric Learning With Query Optimization☆50Updated last year
- [ECCV2024, Oral, Best Paper Finalist]This is the official implementation of the paper "LEGO: Learning EGOcentric Action Frame Generation …☆37Updated 2 months ago
- Data release for Step Differences in Instructional Video (CVPR24)☆13Updated 10 months ago
- Code for NeurIPS 2022 paper "Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space"☆20Updated 2 years ago
- Official Code for Neural Systematic Binder☆32Updated 2 years ago
- This repo contains the official implementation of ICLR 2024 paper "Is ImageNet worth 1 video? Learning strong image encoders from 1 long …☆87Updated 11 months ago
- Code for the paper "AMEGO: Active Memory from long EGOcentric videos" published at ECCV 2024☆38Updated 4 months ago
- [ICML 2024] A Touch, Vision, and Language Dataset for Multimodal Alignment☆72Updated 2 months ago
- Can 3D Vision-Language Models Truly Understand Natural Language?☆21Updated last year
- Official Release of NeurIPS 2023 Spotlight paper "Object-Centric Slot Diffusion"☆65Updated last year
- ☆61Updated last year
- 🤖 [ICLR'25] Multimodal Video Understanding Framework (MVU)☆32Updated 2 months ago
- ☆79Updated last year
- Video + CLIP Baseline for Ego4D Long Term Action Anticipation Challenge (CVPR 2022)☆13Updated 2 years ago
- Slot-TTA shows that test-time adaptation using slot-centric models can improve image segmentation on out-of-distribution examples.☆26Updated last year
- Visual Representation Learning with Stochastic Frame Prediction (ICML 2024)☆18Updated 4 months ago
- Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations ICCV23☆27Updated 3 months ago
- [CVPR 2024] The official implementation of paper "Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training"☆35Updated last year
- PyTorch code and pretrained weights for the UNIC models.☆30Updated 7 months ago
- [ECCV’24] Official repository for "BEAF: Observing Before-AFter Changes to Evaluate Hallucination in Vision-language Models"☆19Updated 3 weeks ago