Unsupervised Learning of Compositional Energy Concepts

Unsupervised Learning of Compositional Energy Concepts

Neural Information Processing Systems (NeurIPS), 2021

4 November 2021

Shuang Li

ArXiv (abs)PDF HTML

Papers citing "Unsupervised Learning of Compositional Energy Concepts"

11 / 61 papers shown

Title
HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information Xiao Liu Spyridon Thermos Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris 222 1 0 06 Aug 2022
Neural Groundplans: Persistent Neural Scene Representations from a Single ImageInternational Conference on Learning Representations (ICLR), 2022 Prafull Sharma A. Tewari Yilun Du Sergey Zakharov Rares Andrei Ambrus Adrien Gaidon William T. Freeman F. Durand J. Tenenbaum Vincent Sitzmann SSL OCL 214 18 0 22 Jul 2022
Learning Iterative Reasoning through Energy MinimizationInternational Conference on Machine Learning (ICML), 2022 Yilun Du Shuang Li J. Tenenbaum Igor Mordatch PINN 179 32 0 30 Jun 2022
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference TimeNeural Information Processing Systems (NeurIPS), 2022 Tailin Wu Megan Tjandrasuwita Zhengxuan Wu Xuelin Yang Kevin Liu Rok Sosivc J. Leskovec 166 25 0 30 Jun 2022
Compositional Visual Generation with Composable Diffusion ModelsEuropean Conference on Computer Vision (ECCV), 2022 Nan Liu Shuang Li Yilun Du Antonio Torralba J. Tenenbaum DiffM CoGe 639 638 0 03 Jun 2022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic VideosNeural Information Processing Systems (NeurIPS), 2022 Gautam Singh Yi-Fu Wu Sungjin Ahn OCL 359 147 0 27 May 2022
Visual Concepts TokenizationNeural Information Processing Systems (NeurIPS), 2022 Tao Yang Yuwang Wang Yan Lu Nanning Zheng OCL ViT 211 16 0 20 May 2022
Complex-Valued Autoencoders for Object Discovery Sindy Löwe Phillip Lippe Maja R. Rudolph Max Welling BDL OCL 403 44 0 05 Apr 2022
PartAfford: Part-level Affordance Discovery from 3D Objects Chao Xu Yixin Chen He Wang Song-Chun Zhu Yixin Zhu Siyuan Huang 230 35 0 28 Feb 2022
Interactive Disentanglement: Learning Concepts by Interacting with their Prototype RepresentationsComputer Vision and Pattern Recognition (CVPR), 2021 Wolfgang Stammer Marius Memmel P. Schramowski Kristian Kersting 412 30 0 04 Dec 2021
Conditional Object-Centric Learning from Video Thomas Kipf Gamaleldin F. Elsayed Aravindh Mahendran Austin Stone S. Sabour G. Heigold Rico Jonschkowski Alexey Dosovitskiy Klaus Greff OCL 315 255 0 24 Nov 2021