GenCO: Generating Diverse Designs with Combinatorial Constraints

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GenCO: Generating Diverse Designs with Combinatorial Constraints

3 October 2023

Arman Zharmagambetov

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Papers citing "GenCO: Generating Diverse Designs with Combinatorial Constraints"

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Title
Graph Transformer GANs for Graph-Constrained House Generation Hao Tang Zhenyu Zhang Humphrey Shi Yue Liu Lin Shao N. Sebe Radu Timofte Luc Van Gool 70 21 0 14 Mar 2023
Robust Scheduling with GFlowNets David W. Zhang Corrado Rainone M. Peschl Roberto Bondesan 101 56 0 17 Jan 2023
Inverse design of photonic devices with strict foundry fabrication constraints M. Schubert A. C. H. Cheung Ian A. D. Williamson Aleksandra Spyra David H. Alexander 64 53 0 31 Jan 2022
Vector Quantized Models for Planning Sherjil Ozair Yazhe Li Ali Razavi Ioannis Antonoglou Aaron van den Oord Oriol Vinyals OffRL 72 51 0 08 Jun 2021
Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions Mathias Niepert Pasquale Minervini Luca Franceschi 62 87 0 03 Jun 2021
DC3: A learning method for optimization with hard constraints P. Donti David Rolnick J. Zico Kolter AI4CE 71 196 0 25 Apr 2021
Generative Layout Modeling using Constraint Graphs W. Para Paul Guerrero Tom Kelly Leonidas Guibas Peter Wonka 66 71 0 26 Nov 2020
Video Game Level Repair via Mixed Integer Linear Programming Hejia Zhang Matthew C. Fontaine Amy K. Hoover Julian Togelius B. Dilkina Stefanos Nikolaidis GAN 75 30 0 13 Oct 2020
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 97 560 0 18 Jul 2019
MIPaaL: Mixed Integer Program as a Layer Aaron Ferber Bryan Wilder B. Dilkina Milind Tambe 75 146 0 12 Jul 2019
End to end learning and optimization on graphs Bryan Wilder Eric Ewing B. Dilkina Milind Tambe GNN 69 107 0 31 May 2019
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver Po-Wei Wang P. Donti Bryan Wilder Zico Kolter LRM NAI 78 265 0 29 May 2019
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 230 5,071 0 02 Nov 2017
OptNet: Differentiable Optimization as a Layer in Neural Networks Brandon Amos J. Zico Kolter 165 972 0 01 Mar 2017