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Generating by Understanding: Neural Visual Generation with Logical Symbol Groundings

26 October 2023

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Papers citing "Generating by Understanding: Neural Visual Generation with Logical Symbol Groundings"

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Title
What's Left? Concept Grounding with Logic-Enhanced Foundation Models Joy Hsu Jiayuan Mao Joshua B. Tenenbaum Jiajun Wu VLM ReLM LRM 87 25 0 24 Oct 2023
NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations Joy Hsu Jiayuan Mao Jiajun Wu PINN 78 52 0 23 Mar 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 182 4,168 1 10 Feb 2023
Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models Hila Chefer Yuval Alaluf Yael Vinker Lior Wolf Daniel Cohen-Or DiffM 114 515 0 31 Jan 2023
3D Concept Grounding on Neural Fields Yining Hong Yilun Du Chun-Tse Lin J. Tenenbaum Chuang Gan 84 20 0 13 Jul 2022
Visual Concepts Tokenization Tao Yang Yuwang Wang Yan Lu Nanning Zheng OCL ViT 81 15 0 20 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 413 6,908 0 13 Apr 2022
Multi-View Transformer for 3D Visual Grounding Shijia Huang Yilun Chen Jiaya Jia Liwei Wang 91 127 0 05 Apr 2022
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming Eleonora Misino G. Marra Emanuele Sansone 67 25 0 07 Feb 2022
Learning to Compose Visual Relations Nan Liu Shuang Li Yilun Du J. Tenenbaum Antonio Torralba CoGe OCL 73 80 0 17 Nov 2021
3DP3: 3D Scene Perception via Probabilistic Programming Nishad Gothoskar Marco F. Cusumano-Towner Ben Zinberg Matin Ghavamizadeh Falk Pollok A. Garrett J. Tenenbaum Dan Gutfreund Vikash K. Mansinghka 3DV 50 49 0 30 Oct 2021
Techniques for Symbol Grounding with SATNet Sever Topan David Rolnick X. Si NAI 70 23 0 16 Jun 2021
Exploiting Relationship for Complex-scene Image Generation Tianyu Hua Hongdong Zheng Yalong Bai Wei Zhang Xiaoping Zhang Tao Mei 47 15 0 01 Apr 2021
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models Sam Bond-Taylor Adam Leach Yang Long Chris G. Willcocks VLM TPM 125 503 0 08 Mar 2021
Generative Neurosymbolic Machines Jindong Jiang Sungjin Ahn BDL OCL 285 69 0 23 Oct 2020
Abductive Knowledge Induction From Raw Data Wang-Zhou Dai Stephen Muggleton 62 49 0 07 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 697 18,310 0 19 Jun 2020
Compositional Visual Generation and Inference with Energy Based Models Yilun Du Shuang Li Igor Mordatch CoGe 66 23 0 13 Apr 2020
Generating new concepts with hybrid neuro-symbolic models Reuben Feinman Brenden M. Lake BDL 112 13 0 19 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 510 10,591 0 17 Feb 2020
Learning Canonical Representations for Scene Graph to Image Generation Roei Herzig Amir Bar Huijuan Xu Gal Chechik Trevor Darrell Amir Globerson GNN OCL 69 108 0 16 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 544 42,591 0 03 Dec 2019
Causality for Machine Learning Bernhard Schölkopf CML AI4CE LRM 96 463 0 24 Nov 2019
Specifying Object Attributes and Relations in Interactive Scene Generation Oron Ashual Lior Wolf 143 180 0 11 Sep 2019
Learning higher-order logic programs Andrew Cropper Rolf Morel Stephen Muggleton 33 31 0 25 Jul 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 97 560 0 18 Jul 2019
Interactive Image Generation Using Scene Graphs Gaurav Mittal Shubham Agrawal Anuva Agarwal Sushant Mehta Tanya Marwah GNN 62 53 0 09 May 2019
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph Yikang Li Tao Ma Yeqi Bai Nan Duan Sining Wei Xiaogang Wang 124 95 0 05 May 2019
Scene Graph Generation with External Knowledge and Image Reconstruction Jiuxiang Gu Handong Zhao Zhe Lin Sheng Li Jianfei Cai Mingyang Ling 70 294 0 01 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 611 10,590 0 12 Dec 2018
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 134 1,471 0 29 Nov 2018
Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression Haiping Zhu Qi Zhou Junping Zhang Jianmin Wang GAN CVBM 42 23 0 08 Apr 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 303 820 0 04 Apr 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 112 337 0 16 Jan 2018
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 230 5,071 0 02 Nov 2017
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 99 1,062 0 19 Oct 2017
Age Progression/Regression by Conditional Adversarial Autoencoder Zhifei Zhang Yang Song Hairong Qi GAN CVBM 79 1,118 0 27 Feb 2017
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 122 2,728 0 10 Dec 2016
Learning What and Where to Draw Scott E. Reed Zeynep Akata S. Mohan Samuel Tenka Bernt Schiele Honglak Lee DRL GAN 78 620 0 08 Oct 2016
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 214 2,517 0 16 Jun 2016
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 207 3,148 0 17 May 2016
Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks Joseph P. Robinson Ming Shao Yue Wu Y. Fu 49 102 0 07 Apr 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,515 0 28 May 2015
Deep Convolutional Inverse Graphics Network Tejas D. Kulkarni William F. Whitney Pushmeet Kohli J. Tenenbaum DRL BDL 103 929 0 11 Mar 2015
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 262 10,425 0 06 Nov 2014