Alternatives and similar repositories for STOVE:

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

• pemami4911 / EfficientMORL
  EfficientMORL (ICML'21)
  ☆22Updated 3 years ago
• zhixuan-lin / G-SWM
  Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"
  ☆35Updated 2 years ago
• stelzner / monet
  An implementation of the MONet model for unsupervised scene decomposition in PyTorch
  ☆58Updated 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
• 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
• JindongJiang / SCALOR
  Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"
  ☆49Updated last year
• JerryLingjieMei / ADEPT-Dataset-Release
  This is the dataset generation code for ADEPT (Approximate Derenderer, Extended Physics, and Tracking). http://physadept.csail.mit.edu/
  ☆15Updated 2 years ago
• sjoerdvansteenkiste / Relational-NEM
  Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.
  ☆73Updated 2 years ago
• seuqaj114 / paig
  Code for the paper Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video
  ☆39Updated last year
• dfdazac / vaesbd
  Variational Autoencoder with Spatial Broadcast Decoder
  ☆35Updated 5 years ago
• e2crawfo / silot
  Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).
  ☆13Updated last year
• JindongJiang / GNM
  Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"
  ☆35Updated last year
• facebookresearch / improved_vrnn
  Code for Improved Condtional VRNNs for Video Prediction
  ☆38Updated 3 years ago
• zhenjia-xu / psd
  [ICLR 2019] ]Unsupervised Discovery of Parts, Structure, and Dynamics
  ☆46Updated 2 years ago
• jcoreyes / OP3
  Entity Abstraction in Visual Model-Based Reinforcement Learning
  ☆56Updated 4 years ago
• wildphoton / Compositional-Generalization
  [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…
  ☆13Updated 2 years ago
• zhixuan-lin / SPACE
  Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"
  ☆102Updated last year
• ricsonc / grnn
  Learning Spatial Common Sense with Geometry-Aware Recurrent Networks
  ☆55Updated 5 years ago
• thanard / causal-infogan
  ☆85Updated 5 years ago
• stelzner / supair
  Implementation of Sum-Product Attend-Infer-Repeat
  ☆30Updated 4 years ago
• pairlab / v-cdn
  [NeurIPS 2020] Causal Discovery in Physical Systems from Videos
  ☆77Updated 2 years ago
• rronan / IntPhys-Baselines
  Code for paper "IntPhys: A Benchmark and Dataset for Intuitive Physics".
  ☆30Updated 5 years ago
• agopal42 / permakey
  Code repository complementing the ICLR 2021 paper "Unsupervised Object Keypoint Learning using Local Spatial Predictability" (https://arx…
  ☆9Updated 2 months ago
• YunzhuLi / PropNet
  [ICRA 2019] Propagation Networks for Model-based Control Under Partial Observation
  ☆47Updated 5 years ago
• zhixuan-lin / IODINE
  PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference
  ☆59Updated 2 years ago
• ankitkv / TD-VAE
  TD-VAE in PyTorch
  ☆10Updated 5 years ago
• cmdowney / psrnn
  Predictive State Recurrent Neural Networks
  ☆18Updated 4 years ago
• StanfordVL / GibsonSim2RealChallenge
  GibsonSim2RealChallenge @ CVPR2020
  ☆35Updated 4 years ago
• joelouismarino / variational_rl
  Variational Reinforcement Learning
  ☆16Updated 7 months ago
• addtt / object-centric-library
  Library for the training and evaluation of object-centric models (ICML 2022)
  ☆68Updated last year