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Conditional Set Generation with Transformers

26 June 2020

Adam R. Kosiorek

Hyunjik Kim

Danilo Jimenez Rezende

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Papers citing "Conditional Set Generation with Transformers"

31 / 31 papers shown

Title
Tokenize Image as a Set Zigang Geng Mengde Xu Han Hu Shuyang Gu DiffM 82 0 0 20 Mar 2025
Binding Dynamics in Rotating Features Sindy Löwe Francesco Locatello Max Welling OCL 76 3 0 08 Feb 2024
Outfit Completion via Conditional Set Transformation Takuma Nakamura Yuki Saito Ryosuke Goto 54 0 0 28 Nov 2023
Object-Centric Learning with Slot Mixture Module Daniil E. Kirilenko Vitaliy Vorobyov A. Kovalev Aleksandr I. Panov OCL 100 5 0 08 Nov 2023
Rotating Features for Object Discovery Sindy Löwe Phillip Lippe Francesco Locatello Max Welling OCL 130 28 0 01 Jun 2023
Let There Be Order: Rethinking Ordering in Autoregressive Graph Generation Jie Bu Kazi Sajeed Mehrab Anuj Karpatne 89 3 0 24 May 2023
AudioSlots: A slot-centric generative model for audio separation P. Reddy Scott Wisdom Klaus Greff J. Hershey Thomas Kipf OCL VLM 86 6 0 09 May 2023
CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation E. Buhmann S. Diefenbacher E. Eren F. Gaede Gregor Kasieczka A. Korol W. Korcari K. Krüger Peter McKeown DiffM 111 47 0 08 May 2023
Prefix-Tree Decoding for Predicting Mass Spectra from Molecules Samuel Goldman John Bradshaw Jiayi Xin Connor W. Coley 111 14 0 11 Mar 2023
Permutation-Invariant Set Autoencoders with Fixed-Size Embeddings for Multi-Agent Learning Ryan Kortvelesy Steven D. Morad Amanda Prorok AI4CE 64 2 0 24 Feb 2023
EPiC-GAN: Equivariant Point Cloud Generation for Particle Jets E. Buhmann Gregor Kasieczka Jesse Thaler 3DPC 140 47 0 17 Jan 2023
Image To Tree with Recursive Prompting James Batten Matthew Sinclair Ben Glocker M. Schaap MedIm 88 1 0 01 Jan 2023
Search for Concepts: Discovering Visual Concepts Using Direct Optimization P. Reddy Paul Guerrero Niloy J. Mitra OCL 51 4 0 25 Oct 2022
Robust and Controllable Object-Centric Learning through Energy-based Models Ruixiang Zhang Tong Che Boris Ivanovic Renhao Wang Marco Pavone Yoshua Bengio Liam Paull OCL 97 8 0 11 Oct 2022
Sequence-to-Set Generative Models Longtao Tang Ying Zhou Yu Yang 54 0 0 19 Sep 2022
Conditional set generation using Seq2seq models Aman Madaan Dheeraj Rajagopal Niket Tandon Yiming Yang Antoine Bosselut 73 10 0 25 May 2022
Complex-Valued Autoencoders for Object Discovery Sindy Löwe Phillip Lippe Maja R. Rudolph Max Welling BDL OCL 171 39 0 05 Apr 2022
Equivariant Diffusion for Molecule Generation in 3D Emiel Hoogeboom Victor Garcia Satorras Clément Vignac Max Welling DiffM 167 628 0 31 Mar 2022
Learning Neural Set Functions Under the Optimal Subset Oracle Zijing Ou Tingyang Xu Qinliang Su Yingzhen Li P. Zhao Yatao Bian BDL 52 10 0 03 Mar 2022
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation Yan Zhang David W. Zhang Simon Lacoste-Julien Gertjan J. Burghouts Cees G. M. Snoek BDL 104 22 0 23 Nov 2021
ATISS: Autoregressive Transformers for Indoor Scene Synthesis Despoina Paschalidou Amlan Kar Maria Shugrina Karsten Kreis Andreas Geiger Sanja Fidler 3DV ViT 140 155 0 07 Oct 2021
Top-N: Equivariant set and graph generation without exchangeability Clément Vignac P. Frossard BDL 148 35 0 05 Oct 2021
A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning Mingde Zhao Zhen Liu Sitao Luan Shuyuan Zhang Doina Precup Yoshua Bengio 134 37 0 03 Jun 2021
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou ReLM LRM 92 26 0 02 Jun 2021
Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation Karl Stelzner Kristian Kersting Adam R. Kosiorek 145 108 0 02 Apr 2021
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data Jinwoo Kim Jaehoon Yoo Juho Lee Seunghoon Hong BDL DRL 3DPC 90 83 0 29 Mar 2021
Set-to-Sequence Methods in Machine Learning: a Review Mateusz Jurewicz Leon Derczynski BDL 65 10 0 17 Mar 2021
Set Representation Learning with Generalized Sliced-Wasserstein Embeddings Navid Naderializadeh Soheil Kolouri Joseph F. Comer Reed W. Andrews Heiko Hoffmann 118 6 0 05 Mar 2021
Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting with their Explanations Wolfgang Stammer P. Schramowski Kristian Kersting FAtt 103 112 0 25 Nov 2020
Set Prediction without Imposing Structure as Conditional Density Estimation David W. Zhang Gertjan J. Burghouts Cees G. M. Snoek 110 18 0 08 Oct 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 243 859 0 26 Jun 2020