Alternatives and similar repositories for IODINE:

Users that are interested in IODINE are comparing it to the libraries listed below

• stelzner / monet
  An implementation of the MONet model for unsupervised scene decomposition in PyTorch
  ☆58Updated 2 years ago
• baudm / MONet-pytorch
  Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"
  ☆88Updated 2 years ago
• addtt / object-centric-library
  Library for the training and evaluation of object-centric models (ICML 2022)
  ☆68Updated last year
• zhixuan-lin / SPACE
  Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"
  ☆102Updated last year
• ecker-lab / object-centric-representation-benchmark
  Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".
  ☆36Updated 3 years ago
• karazijal / clevrtex-generation
  ☆41Updated last year
• zhixuan-lin / G-SWM
  Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"
  ☆35Updated 2 years ago
• singhgautam / slate
  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 …
  ☆84Updated 2 years ago
• evelinehong / slot-attention-pytorch
  Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"
  ☆91Updated last year
• applied-ai-lab / genesis
  Official PyTorch implementation of GENESIS and GENESIS-V2
  ☆111Updated 2 years ago
• pemami4911 / EfficientMORL
  EfficientMORL (ICML'21)
  ☆22Updated 3 years ago
• singhgautam / steve
  Official code for Slot-Transformer for Videos (STEVE)
  ☆49Updated 2 years ago
• ChenYutongTHU / Learning-to-manipulate-individual-objects-in-an-image-Implementation
  [CVPR 2020] A generative model with latent factors that are independent and localized.
  ☆12Updated last week
• zfchenUnique / compositional_physics_learner
  ☆38Updated 2 years ago
• singhgautam / sysbinder
  Official Code for Neural Systematic Binder
  ☆32Updated 2 years ago
• MichaelKevinKelly / IODINE
  Implementation of IODINE model
  ☆10Updated 5 years ago
• HaozhiQi / RPIN
  Learning Long-term Visual Dynamics with Region Proposal Interaction Networks (ICLR 2021)
  ☆112Updated 2 years ago
• JindongJiang / SCALOR
  Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"
  ☆49Updated last year
• neuroailab / PSGNets
  Neural Networks that convert input movies into Physical Scene Graphs (PSGs)
  ☆62Updated 4 years ago
• ruiqigao / recovery_likelihood
  ☆50Updated 4 years ago
• jlko / STOVE
  Structured Object-Aware Physics Prediction for Video Modeling and Planning
  ☆32Updated 4 years ago
• pairlab / SlotFormer
  Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models
  ☆106Updated last year
• zhenjia-xu / psd
  [ICLR 2019] ]Unsupervised Discovery of Parts, Structure, and Dynamics
  ☆46Updated 2 years ago
• wildphoton / Compositional-Generalization
  [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…
  ☆13Updated 2 years ago
• fabienbaradel / cophy
  "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020
  ☆33Updated 4 years ago
• rosinality / igebm-pytorch
  Implicit Generation and Generalization in Energy Based Models in PyTorch
  ☆65Updated 6 years ago
• rohitgirdhar / CATER
  CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
  ☆104Updated 4 years ago
• neuroailab / EISEN
  ☆23Updated 2 years ago
• google-deepmind / 3d-shapes
  This repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of …
  ☆141Updated last year
• jcoreyes / OP3
  Entity Abstraction in Visual Model-Based Reinforcement Learning
  ☆56Updated 4 years ago