Unsupervised Learning of Temporal Abstractions with Slot-based
Transformers

Unsupervised Learning of Temporal Abstractions with Slot-based Transformers

25 March 2022

Anand Gopalakrishnan

Jürgen Schmidhuber

Sjoerd van Steenkiste

Papers citing "Unsupervised Learning of Temporal Abstractions with Slot-based Transformers"

13 / 13 papers shown

Title
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery Anand Gopalakrishnan Aleksandar Stanić Jürgen Schmidhuber M. C. Mozer 40 5 0 27 May 2024
Parallelized Spatiotemporal Binding Gautam Singh Yue Wang Jiawei Yang B. Ivanovic Sungjin Ahn Marco Pavone Tong Che 36 1 0 26 Feb 2024
Binding Dynamics in Rotating Features Sindy Lowe Francesco Locatello Max Welling OCL 15 1 0 08 Feb 2024
Neural Language of Thought Models Yi-Fu Wu Minseung Lee Sungjin Ahn MLLM VLM 45 5 0 02 Feb 2024
Unsupervised Musical Object Discovery from Audio Joonsu Gha Vincent Herrmann Benjamin Grewe Jürgen Schmidhuber Anand Gopalakrishnan OCL 27 4 0 13 Nov 2023
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 8 18 0 12 Jul 2023
Rotating Features for Object Discovery Sindy Lowe Phillip Lippe Francesco Locatello Max Welling OCL 17 21 0 01 Jun 2023
Object-Centric Slot Diffusion Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 16 56 0 20 Mar 2023
Learning Rational Subgoals from Demonstrations and Instructions Zhezheng Luo Jiayuan Mao Jiajun Wu Tomás Lozano-Pérez J. Tenenbaum L. Kaelbling 18 5 0 09 Mar 2023
Solving Reasoning Tasks with a Slot Transformer Ryan Faulkner Daniel Zoran LRM 18 1 0 20 Oct 2022
Towards Improving the Generation Quality of Autoregressive Slot VAEs Patrick Emami Pan He Sanjay Ranka Anand Rangarajan OCL 15 1 0 03 Jun 2022
PonderNet: Learning to Ponder Andrea Banino Jan Balaguer Charles Blundell PINN AIMat 92 80 0 12 Jul 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 224 252 0 09 Dec 2020