Alternatives and similar repositories for Compositional-Generalization

Users that are interested in Compositional-Generalization are comparing it to the libraries listed below

• addtt / object-centric-library
  Library for the training and evaluation of object-centric models (ICML 2022)
  ☆70Updated 2 years ago
• yilundu / comet
  [NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts
  ☆62Updated 3 years ago
• karazijal / clevrtex-generation
  ☆42Updated last year
• yilundu / ebm_compositionality
  [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models
  ☆46Updated 2 years ago
• jlko / STOVE
  Structured Object-Aware Physics Prediction for Video Modeling and Planning
  ☆32Updated 5 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 4 years ago
• brendel-group / cl-ica
  Code for the paper "Contrastive Learning Inverts the Data Generating Process".
  ☆91Updated last year
• zhixuan-lin / G-SWM
  Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"
  ☆37Updated 2 years ago
• JindongJiang / GNM
  Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"
  ☆35Updated last year
• JindongJiang / SCALOR
  Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"
  ☆49Updated last year
• pemami4911 / EfficientMORL
  EfficientMORL (ICML'21)
  ☆22Updated 3 years ago
• stelzner / monet
  An implementation of the MONet model for unsupervised scene decomposition in PyTorch
  ☆59Updated 3 years ago
• dfdazac / vaesbd
  Variational Autoencoder with Spatial Broadcast Decoder
  ☆35Updated 6 years ago
• microsoft / conservative-uncertainty-estimation-random-priors
  Source code for paper Conservative Uncertainty Estimation By Fitting Prior Networks (ICLR 2020)
  ☆21Updated 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 …
  ☆86Updated 2 years ago
• baudm / MONet-pytorch
  Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"
  ☆89Updated 2 years ago
• ruiqigao / recovery_likelihood
  ☆53Updated 4 years ago
• zhixuan-lin / SPACE
  Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"
  ☆104Updated 2 years ago
• nv-research-israel / causal_comp
  This repository hosts the dataset and source code for "A causal view of compositional zero-shot recognition". Yuval Atzmon, Felix Kreuk, …
  ☆27Updated 4 years ago
• singhgautam / sysbinder
  Official Code for Neural Systematic Binder
  ☆33Updated 2 years ago
• yilundu / improved_contrastive_divergence
  [ICML'21] Improved Contrastive Divergence Training of Energy Based Models
  ☆66Updated 3 years ago
• e2crawfo / silot
  Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).
  ☆13Updated 2 years ago
• a7b23 / H-Divergence
  ☆21Updated 3 years ago
• haoliuhl / hybrid-discriminative-generative
  Hybrid Discriminative-Generative Training via Contrastive Learning
  ☆75Updated 2 years ago
• phlippe / CITRIS
  Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…
  ☆53Updated 2 years ago
• applied-ai-lab / genesis
  Official PyTorch implementation of GENESIS and GENESIS-V2
  ☆109Updated 3 years ago
• zfchenUnique / compositional_physics_learner
  ☆39Updated 3 years ago
• CausalTriplet / causaltriplet
  [CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning
  ☆30Updated 2 years ago
• pairlab / v-cdn
  [NeurIPS 2020] Causal Discovery in Physical Systems from Videos
  ☆80Updated 2 years ago
• neuroailab / PSGNets
  Neural Networks that convert input movies into Physical Scene Graphs (PSGs)
  ☆63Updated 4 years ago