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adaptation-through-prediction-maic

alpha-tcvae

Implementation of α-TCVAE: On The Relationship Between Disentanglement and Diversity

anonym

benchmark_vae

Unifying Generative Autoencoder implementations in Python

choreographer

[ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to efficiently coordinate and adapt the skills to solve downstream tasks.

director

Deep Hierarchical Planning from Pixels

disentangling-correlated-factors

A benchmarking suite for disentanglement algorithms, suited for evaluating robustness to correlated factors. Codebase for the paper "Disentanglement of Correlated Factors via Hausdorff Factorized Support" by Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt.

dreamerv3

Mastering Diverse Domains through World Models

emergent_communication_at_scale

iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

maif

mpc_quadrotor

negotiation_agent

neural_production_systems

nowcastinggpt

Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper

object-centric-library

Library for the training and evaluation of object-centric models (ICML 2022)

rl_fuzzy_controller

slot-attention-video-pytorch

Pytorch Implementation of SAVI

slotformer

Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models

storm

teco