Alternatives and similar repositories for monet:

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

• baudm / MONet-pytorch
  Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"
  ☆88Updated 2 years ago
• pemami4911 / EfficientMORL
  EfficientMORL (ICML'21)
  ☆22Updated 3 years ago
• 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
• zhixuan-lin / IODINE
  PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference
  ☆59Updated 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
• zhixuan-lin / G-SWM
  Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"
  ☆35Updated 2 years ago
• dfdazac / vaesbd
  Variational Autoencoder with Spatial Broadcast Decoder
  ☆35Updated 5 years ago
• JindongJiang / SCALOR
  Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"
  ☆48Updated last year
• rohitgirdhar / CATER
  CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
  ☆103Updated 4 years ago
• jlko / STOVE
  Structured Object-Aware Physics Prediction for Video Modeling and Planning
  ☆32Updated 4 years ago
• karazijal / clevrtex-generation
  ☆40Updated last year
• sjoerdvansteenkiste / Relational-NEM
  Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.
  ☆73Updated 2 years ago
• dhh1995 / SCL
  PyTorch implementation for The Scattering Compositional Learner (SCL)
  ☆32Updated 4 years ago
• applied-ai-lab / genesis
  Official PyTorch implementation of GENESIS and GENESIS-V2
  ☆111Updated 2 years ago
• MichaelKevinKelly / IODINE
  Implementation of IODINE model
  ☆10Updated 5 years ago
• rr-learning / disentanglement_dataset
  ☆75Updated 9 months ago
• ricsonc / grnn
  Learning Spatial Common Sense with Geometry-Aware Recurrent Networks
  ☆55Updated 5 years ago
• jacobandreas / tre
  Measuring compositionality in representation learning
  ☆72Updated 5 years ago
• JindongJiang / GNM
  Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"
  ☆35Updated 11 months ago
• HaozhiQi / RPIN
  Learning Long-term Visual Dynamics with Region Proposal Interaction Networks (ICLR 2021)
  ☆112Updated 2 years ago
• thanard / causal-infogan
  ☆85Updated 5 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
• jcoreyes / OP3
  Entity Abstraction in Visual Model-Based Reinforcement Learning
  ☆56Updated 4 years ago
• aakhundov / tf-attend-infer-repeat
  TensorFlow-based implementation of "Attend, Infer, Repeat" paper (Eslami et al., 2016, arXiv:1603.08575).
  ☆42Updated 7 years ago
• e2crawfo / silot
  Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).
  ☆13Updated last year
• Zhiyuan1991 / proVLAE
  ☆27Updated 4 years ago
• neuroailab / PSGNets
  Neural Networks that convert input movies into Physical Scene Graphs (PSGs)
  ☆62Updated 3 years ago
• joelouismarino / iterative_inference
  Implementation of iterative inference in deep latent variable models
  ☆43Updated 5 years ago
• JerryLingjieMei / ADEPT-Dataset-Release
  This is the dataset generation code for ADEPT (Approximate Derenderer, Extended Physics, and Tracking). http://physadept.csail.mit.edu/
  ☆16Updated 2 years ago