Compositional Generative Inverse Design

v1v2 (latest)

Compositional Generative Inverse Design

24 January 2024

Takashi Maruyama

Gianluca Iaccarino

ArXiv (abs)PDF HTML Github (32★)

Papers citing "Compositional Generative Inverse Design"

15 / 15 papers shown

Title
From Theory to Practice: Advancing Multi-Robot Path Planning Algorithms and Applications Teng Guo 64 0 0 11 Jun 2025
Identifiability of Product of Experts Models Spencer Gordon Manav Kant Eric Y. Ma Leonard J. Schulman Andrei C. Staicu MoE 43 2 0 13 Oct 2023
Compositional Diffusion-Based Continuous Constraint Solvers Zhutian Yang Jiayuan Mao Yilun Du Jiajun Wu J. Tenenbaum Tomás Lozano-Pérez L. Kaelbling DiffM 114 35 0 02 Sep 2023
Compositional 3D Scene Generation using Locally Conditioned Diffusion Ryan Po Gordon Wetzstein DiffM 71 88 0 21 Mar 2023
Autoinverse: Uncertainty Aware Inversion of Neural Networks Navid Ansari Hans-Peter Seidel Nima Vahidi Ferdowsi Vahid Babaei BDL 57 13 0 29 Aug 2022
Compositional Visual Generation with Composable Diffusion Models Nan Liu Shuang Li Yilun Du Antonio Torralba J. Tenenbaum DiffM CoGe 172 521 0 03 Jun 2022
Learning to Solve PDE-constrained Inverse Problems with Graph Networks Qingqing Zhao David B. Lindell Gordon Wetzstein AI4CE 80 40 0 01 Jun 2022
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization Brandon Trabucco Xinyang Geng Aviral Kumar Sergey Levine OffRL 84 100 0 17 Feb 2022
Pre-Trained Language Models for Interactive Decision-Making Shuang Li Xavier Puig Chris Paxton Yilun Du Clinton Jia Wang ... Anima Anandkumar Jacob Andreas Igor Mordatch Antonio Torralba Yuke Zhu LM&Ro 100 262 0 03 Feb 2022
Learning to Compose Visual Relations Nan Liu Shuang Li Yilun Du J. Tenenbaum Antonio Torralba CoGe OCL 71 80 0 17 Nov 2021
Controllable and Compositional Generation with Latent-Space Energy-Based Models Weili Nie Arash Vahdat Anima Anandkumar 69 80 0 21 Oct 2021
Composable Energy Policies for Reactive Motion Generation and Reinforcement Learning Julen Urain Anqi Li Puze Liu Carlo DÉramo Jan Peters 81 26 0 11 May 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 500 2,414 0 18 Oct 2020
Learning to Simulate Complex Physics with Graph Networks Alvaro Sanchez-Gonzalez Jonathan Godwin Tobias Pfaff Rex Ying J. Leskovec Peter W. Battaglia PINN AI4CE 141 1,091 0 21 Feb 2020
Model Based Planning with Energy Based Models Yilun Du Toru Lin Igor Mordatch 83 38 0 15 Sep 2019

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.