图像生成 - arXivDaily 专题

2211.16889 2022-12-01 cs.LG cs.AI 50%

Generating Realistic Synthetic Relational Data through Graph Variational Autoencoders

Ciro Antonio Mami, Andrea Coser, Eric Medvet, Alexander T. P. Boudewijn, Marco Volpe, Michael Whitworth, Borut Svara, Gabriele Sgroi, Daniele Panfilo, Sebastiano Saccani

专题命中文生图：image synthesis(abstract)

Comments 8 pages, 2 figures, 2 tables, Synthetic Data 4 ML workshop of the Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)

2111.13785 2022-11-18 q-bio.GN cs.AI cs.LG q-bio.QM 50%

OmiTrans: generative adversarial networks based omics-to-omics translation framework

Xiaoyu Zhang, Yike Guo

专题命中文生图：text-to-image(abstract)

Comments 9 pages, 9 figures

Journal ref BIBM 2022 Regular Paper

2211.04576 2022-11-10 cs.CL cs.AI 50%

Detecting Euphemisms with Literal Descriptions and Visual Imagery

İlker Kesen, Aykut Erdem, Erkut Erdem, Iacer Calixto

专题命中文生图：text-to-image(abstract)

Comments 7 pages, 1 table, 1 figure. Accepted to the 3rd Workshop on Figurative Language Processing at EMNLP 2022. https://github.com/ilkerkesen/euphemism

2210.10606 2022-10-20 cs.CL cs.LG 50%

DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models

Royi Rassin, Shauli Ravfogel, Yoav Goldberg

专题命中文生图：text-to-image(abstract)

Comments 5 pages, BlackboxNLP @ EMNLP 2022

2210.05839 2022-10-13 cs.CL cs.HC 50%

SEAL : Interactive Tool for Systematic Error Analysis and Labeling

Nazneen Rajani, Weixin Liang, Lingjiao Chen, Meg Mitchell, James Zou

专题命中文生图：text-to-image(abstract)

Comments Accepted at EMNLP 2022 demo track

2010.09036 2022-09-26 quant-ph 50%

QuGAN: A Quantum State Fidelity based Generative Adversarial Network

Samuel A. Stein, Betis Baheri, Daniel Chen, Ying Mao, Qiang Guan, Ang Li, Bo Fang, Shuai Xu

专题命中文生图：text-to-image(abstract)

Comments 2021 IEEE International Conference on Quantum Computing and Engineering (QCE)

2207.03481 2022-07-08 cs.LG cs.DC 50%

Training Transformers Together

Alexander Borzunov, Max Ryabinin, Tim Dettmers, Quentin Lhoest, Lucile Saulnier, Michael Diskin, Yacine Jernite, Thomas Wolf

专题命中文生图：text-to-image(abstract)

Comments Accepted to NeurIPS 2021 Demonstration Track. 10 pages, 2 figures. Link: https://training-transformers-together.github.io

2206.00533 2022-06-22 cs.HC 50%

When happy accidents spark creativity: Bringing collaborative speculation to life with generative AI

Ziv Epstein, Hope Schroeder, Dava Newman

专题命中文生图：text-to-image(abstract)

2203.14526 2022-03-29 stat.ME stat.OT 50%

Non-iterative Gaussianization

Rongxiang Rui, Maozai Tian

专题命中文生图：image synthesis(abstract)

Comments 26 pages, 5 figures

2202.02906 2022-02-09 cs.LG cs.AI math.DG math.FA 50%

Universality of parametric Coupling Flows over parametric diffeomorphisms

Junlong Lyu, Zhitang Chen, Chang Feng, Wenjing Cun, Shengyu Zhu, Yanhui Geng, Zhijie Xu, Yongwei Chen

专题命中文生图：image synthesis(abstract)

Comments 22 pages, 6 figures

2112.02448 2022-01-14 cs.CL cs.AI cs.LG 50%

Emojich -- zero-shot emoji generation using Russian language: a technical report

Alex Shonenkov, Daria Bakshandaeva, Denis Dimitrov, Aleksandr Nikolich

专题命中文生图：text-to-image(abstract)

Comments 5 pages, 4 figures and big figure at appendix, technical report

2009.09869 2021-09-28 cs.CR 50%

FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking

Run Wang, Felix Juefei-Xu, Meng Luo, Yang Liu, Lina Wang

专题命中文生图：image synthesis(abstract)

Comments Accepted to ACM Multimedia 2021

2108.09229 2021-08-23 physics.med-ph eess.IV 50%

Using Uncertainty in Deep Learning Reconstruction for Cone-Beam CT of the Brain

Pengwei Wu, Alejandro Sisniega, Ali Uneri, Runze Han, Craig Jones, Prasad Vagdargi, Xiaoxuan Zhang, Mark Luciano, William Anderson, Jeffrey Siewerdsen

专题命中文生图：image synthesis(abstract)

Comments This work was presented at the 16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D), July 19-23, 2021, Leuven, Belgium

2107.08685 2021-07-20 cs.CL 50%

Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images

Nyoungwoo Lee, Suwon Shin, Jaegul Choo, Ho-Jin Choi, Sung-Hyun Myaeng

专题命中文生图：text-to-image(abstract)

Comments Accepted by ACL 2021

2105.13073 2021-06-24 cs.CL cs.AI 50%

Maria: A Visual Experience Powered Conversational Agent

Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Fan Liang, Daxin Jiang

专题命中文生图：text-to-image(abstract)

Comments Accepted by ACL 2021 main conference

2010.00185 2021-01-13 astro-ph.GA 50%

Resolved spectral variations of the centimetre-wavelength continuum from the rho Oph W photo-dissociation-region

Simon Casassus, Matias Vidal, Carla Arce-Tord, Clive Dickinson, Glenn J. White, Michael Burton, Balthasar Indermuehle, Brandon Hensley

专题命中文生图：image synthesis(abstract)

Comments accepted for publication in MNRAS

2006.11469 2020-11-05 cs.LG cs.NE math.CA math.DG stat.ML 50%

Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators

Takeshi Teshima, Isao Ishikawa, Koichi Tojo, Kenta Oono, Masahiro Ikeda, Masashi Sugiyama

专题命中文生图：image synthesis(abstract)

Comments 29 pages, 3 figures. Accepted at Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020) for oral presentation

1910.03291 2020-11-02 cs.CL cs.IR cs.LG 50%

Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task

Alireza Mohammadshahi, Remi Lebret, Karl Aberer

专题命中文生图：text-to-image(abstract)

2009.14133 2020-09-30 cs.LG stat.ML 50%

EEG to fMRI Synthesis: Is Deep Learning a candidate?

David Calhas, Rui Henriques

专题命中文生图：image synthesis(abstract)

2007.15256 2020-07-31 eess.AS cs.LG cs.SD eess.SP 50%

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

Jinhyeok Yang, Junmo Lee, Youngik Kim, Hoonyoung Cho, Injung Kim

专题命中文生图：image synthesis(abstract)

Comments Accepted to INTERSPEECH 2020

2007.02845 2020-07-07 cs.LG stat.ML 50%

Partially Conditioned Generative Adversarial Networks

Francisco J. Ibarrola, Nishant Ravikumar, Alejandro F. Frangi

专题命中文生图：image synthesis(abstract)

Comments 10 pages, 9 figures

1910.09748 2020-06-02 physics.med-ph eess.IV 50%

Assessment of Generative Adversarial Networks Model for Synthetic Optical Coherence Tomography Images of Retinal Disorders

Ce Zheng, Xiaolin Xie, Kang Zhou, Bang Chen, Jili Chen, Haiyun Ye, Wen Li, Tong Qiao, Shenghua Gao, Jianlong Yang, Jiang Liu

专题命中文生图：image synthesis(abstract)

Comments submitted

2004.13181 2020-04-29 cs.LG cs.NE eess.IV stat.ML 50%

EM-GAN: Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks

Wentian Jin, Sheriff Sadiqbatcha, Jinwei Zhang, Sheldon X. -D. Tan

专题命中文生图：image synthesis(abstract)

2004.10322 2020-04-23 physics.med-ph eess.IV 50%

Medical Imaging Synthesis using Deep Learning and its Clinical Applications: A Review

Tonghe Wang, Yang Lei, Yabo Fu, Walter J. Curran, Tian Liu, Xiaofeng Yang

专题命中文生图：image synthesis(abstract)

Comments 43 pages, 3 figures, 10 tables

1909.01661 2019-11-06 astro-ph.EP astro-ph.IM 50%

Predicting the observational signature of migrating Neptune-sized planets in low-viscosity disks

Philipp Weber, Sebastián Pérez, Pablo Benítez-Llambay, Oliver Gressel, Simon Casassus, Leonardo Krapp

专题命中文生图：image synthesis(abstract)

Comments 19 pages, 13 figures, accepted for publication in Astrophysical Journal

1910.02133 2019-10-08 eess.IV cond-mat.mtrl-sci cs.LG stat.ML 50%

A Conditional Generative Model for Predicting Material Microstructures from Processing Methods

Akshay Iyer, Biswadip Dey, Arindam Dasgupta, Wei Chen, Amit Chakraborty

专题命中文生图：image synthesis(abstract)

1905.02417 2019-05-28 cs.LG stat.ML 50%

FCC-GAN: A Fully Connected and Convolutional Net Architecture for GANs

Sukarna Barua, Sarah Monazam Erfani, James Bailey

专题命中文生图：image synthesis(abstract)

1901.11137 2019-05-21 cs.LG stat.ML 50%

Emerging Convolutions for Generative Normalizing Flows

Emiel Hoogeboom, Rianne van den Berg, Max Welling

专题命中文生图：image synthesis(abstract)

Comments Accepted at International Conference on Machine Learning (ICML) 2019

1903.09027 2019-03-22 cs.SD eess.AS 50%

Bandwidth Extension on Raw Audio via Generative Adversarial Networks

Sung Kim, Visvesh Sathe

专题命中文生图：image synthesis(abstract)

1711.05914 2019-03-01 cs.LG 50%

How Generative Adversarial Networks and Their Variants Work: An Overview

Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo, Sungroh Yoon

专题命中文生图：image synthesis(abstract)

Comments 41 pages, 16 figures, Published in ACM Computing Surveys (CSUR)

Journal ref ACM Computing Surveys (CSUR) Volume 52 Issue 1, February 2019 Article No. 10

1. 文生图 3490 篇

Generating Realistic Synthetic Relational Data through Graph Variational Autoencoders

OmiTrans: generative adversarial networks based omics-to-omics translation framework

Detecting Euphemisms with Literal Descriptions and Visual Imagery

DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models

SEAL : Interactive Tool for Systematic Error Analysis and Labeling

QuGAN: A Quantum State Fidelity based Generative Adversarial Network

Training Transformers Together

When happy accidents spark creativity: Bringing collaborative speculation to life with generative AI

Non-iterative Gaussianization

Universality of parametric Coupling Flows over parametric diffeomorphisms

Emojich -- zero-shot emoji generation using Russian language: a technical report

FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking

Using Uncertainty in Deep Learning Reconstruction for Cone-Beam CT of the Brain

Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images

Maria: A Visual Experience Powered Conversational Agent

Resolved spectral variations of the centimetre-wavelength continuum from the rho Oph W photo-dissociation-region

Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators

Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task

EEG to fMRI Synthesis: Is Deep Learning a candidate?

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

Partially Conditioned Generative Adversarial Networks

Assessment of Generative Adversarial Networks Model for Synthetic Optical Coherence Tomography Images of Retinal Disorders

EM-GAN: Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks

Medical Imaging Synthesis using Deep Learning and its Clinical Applications: A Review

Predicting the observational signature of migrating Neptune-sized planets in low-viscosity disks

A Conditional Generative Model for Predicting Material Microstructures from Processing Methods

FCC-GAN: A Fully Connected and Convolutional Net Architecture for GANs

Emerging Convolutions for Generative Normalizing Flows

Bandwidth Extension on Raw Audio via Generative Adversarial Networks

How Generative Adversarial Networks and Their Variants Work: An Overview