图像生成 - arXivDaily 专题

2201.09120 2022-01-25 cs.CV eess.IV 57%

Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes

Amil Dravid, Florian Schiffers, Yunan Wu, Oliver Cossairt, Aggelos K. Katsaggelos

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 4 pages content, 1 page references, 3 figures, 2 tables, to appear in ICASSP 2022

2105.07350 2022-01-07 cs.CV cs.LG 57%

ExSinGAN: Learning an Explainable Generative Model from a Single Image

ZiCheng Zhang, CongYing Han, TianDe Guo

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2109.14115 2022-01-02 cs.CV cs.AI 57%

Visually Grounded Concept Composition

Bowen Zhang, Hexiang Hu, Linlu Qiu, Peter Shaw, Fei Sha

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments Findings of EMNLP 2021

2112.05134 2021-12-10 cs.CV 57%

A Shared Representation for Photorealistic Driving Simulators

Saeed Saadatnejad, Siyuan Li, Taylor Mordan, Alexandre Alahi

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted to IEEE Transactions on Intelligent Transportation Systems (T-ITS)

2111.13282 2021-11-29 cs.LG cs.CV eess.IV stat.ML 57%

Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey

Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments To appear as a part of an upcoming textbook on dimensionality reduction and manifold learning

2111.11736 2021-11-24 cs.CV 57%

Tensor Component Analysis for Interpreting the Latent Space of GANs

James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments BMVC 2021

2111.06934 2021-11-16 cs.CV cs.LG 57%

Contrastive Feature Loss for Image Prediction

Alex Andonian, Taesung Park, Bryan Russell, Phillip Isola, Jun-Yan Zhu, Richard Zhang

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Appeared in Advances in Image Manipulation Workshop at ICCV 2021. GitHub: https://github.com/alexandonian/contrastive-feature-loss

2111.04237 2021-11-09 cs.CV 57%

Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images

Jianfei Guo, Zhiyuan Yang, Xi Lin, Qingfu Zhang

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 10 pages, 8 figures

2110.11728 2021-10-25 cs.CV 57%

BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation

Mingcong Liu, Qiang Li, Zekui Qin, Guoxin Zhang, Pengfei Wan, Wen Zheng

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2110.11583 2021-10-25 cs.CV cs.AI cs.NE 57%

EvoGAN: An Evolutionary Computation Assisted GAN

Feng Liu, HanYang Wang, Jiahao Zhang, Ziwang Fu, Aimin Zhou, Jiayin Qi, Zhibin Li

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 20 pages, 9 figures, 1 table

2110.09788 2021-10-20 cs.CV eess.IV 57%

CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis

Peng Zhou, Lingxi Xie, Bingbing Ni, Qi Tian

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 3D-aware GANs based on NeRF, https://github.com/PeterouZh/CIPS-3D

2108.11018 2021-10-12 cs.LG cs.CV 57%

A Scaling Law for Synthetic-to-Real Transfer: How Much Is Your Pre-training Effective?

Hiroaki Mikami, Kenji Fukumizu, Shogo Murai, Shuji Suzuki, Yuta Kikuchi, Taiji Suzuki, Shin-ichi Maeda, Kohei Hayashi

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2110.03452 2021-10-08 eess.IV cs.CV cs.LG q-bio.NC 57%

Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning

Basar Demir, Alaa Bessadok, Islem Rekik

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2109.14274 2021-10-06 cs.LG cs.CV 57%

Designing Counterfactual Generators using Deep Model Inversion

Jayaraman J. Thiagarajan, Vivek Narayanaswamy, Deepta Rajan, Jason Liang, Akshay Chaudhari, Andreas Spanias

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Neurips 2021

2012.01345 2021-10-01 cs.CV cs.IR cs.LG 57%

Cross-Modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in Shared Representation Learning

Ricardo Guerrero, Hai Xuan Pham, Vladimir Pavlovic

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2105.07044 2021-09-16 eess.IV cs.CV 57%

SA-GAN: Structure-Aware GAN for Organ-Preserving Synthetic CT Generation

Hajar Emami, Ming Dong, Siamak Nejad-Davarani, Carri Glide-Hurst

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted to MICCAI 2021

2109.00670 2021-09-07 eess.IV cs.CV cs.LG 57%

Variable Augmented Network for Invertible Modality Synthesis-Fusion

Yuhao Wang, Ruirui Liu, Zihao Li, Cailian Yang, Qiegen Liu

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Page 10. arXiv admin note: text overlap with arXiv:2002.05000, arXiv:2103.15061 by other authors

2108.05269 2021-08-29 eess.IV cs.CG cs.CV cs.LG 57%

Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation

Jianning Li, Antonio Pepe, Christina Gsaxner, Yuan Jin, Jan Egger

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 18 pages, 11 figures, 1 table, 14 references

2104.02699 2021-08-25 cs.CV 57%

ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement

Yuval Alaluf, Or Patashnik, Daniel Cohen-Or

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted to ICCV 2021; Project page available at https://yuval-alaluf.github.io/restyle-encoder/

2108.09195 2021-08-23 cs.CV 57%

Towards Photorealistic Colorization by Imagination

Chenyang Lei, Yue Wu, Qifeng Chen

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments NeurIPS 2021 submission

2108.09023 2021-08-23 cs.CV cs.AI 57%

Single Underwater Image Enhancement Using an Analysis-Synthesis Network

Zhengyong Wang, Liquan Shen, Mei Yu, Yufei Lin, Qiuyu Zhu

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2108.06637 2021-08-17 cs.CV 57%

Deep Algorithm Unrolling for Biomedical Imaging

Yuelong Li, Or Bar-Shira, Vishal Monga, Yonina C. Eldar

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2107.08142 2021-08-10 cs.RO cs.AI cs.CV cs.LG 57%

Autonomy 2.0: Why is self-driving always 5 years away?

Ashesh Jain, Luca Del Pero, Hugo Grimmett, Peter Ondruska

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2108.01659 2021-08-04 eess.IV cs.CV 57%

Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI

Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted for publication at 25th Annual Conference on Medical Image Understanding and Analysis (MIUA 2021)

2107.09313 2021-07-21 cs.CV 57%

SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition Models

Moonbin Yim, Yoonsik Kim, Han-Cheol Cho, Sungrae Park

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted at ICDAR 2021, 16 pages, 6 figures

2107.05491 2021-07-13 eess.IV cs.AI cs.CV 57%

Synthesizing Multi-Tracer PET Images for Alzheimer's Disease Patients using a 3D Unified Anatomy-aware Cyclic Adversarial Network

Bo Zhou, Rui Wang, Ming-Kai Chen, Adam P. Mecca, Ryan S. O'Dell, Christopher H. Van Dyck, Richard E. Carson, James S. Duncan, Chi Liu

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted at MICCAI 2021

2105.10189 2021-07-13 cs.CV 57%

Combining Transformer Generators with Convolutional Discriminators

Ricard Durall, Stanislav Frolov, Jörn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keupe

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2107.01869 2021-07-06 cs.CV 57%

Towards Better Adversarial Synthesis of Human Images from Text

Rania Briq, Pratika Kochar, Juergen Gall

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2101.08629 2021-07-06 cs.CV 57%

Image-to-Image Translation: Methods and Applications

Yingxue Pang, Jianxin Lin, Tao Qin, Zhibo Chen

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 24 pages, 21 figures

2106.15345 2021-06-30 cs.CV cs.LG eess.IV 57%

Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image

Yuanqi Du, Quan Quan, Hu Han, S. Kevin Zhou

专题命中文生图：image synthesis(abstract)；分类 cs.CV

1. 文生图 3480 篇

Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes

ExSinGAN: Learning an Explainable Generative Model from a Single Image

Visually Grounded Concept Composition

A Shared Representation for Photorealistic Driving Simulators

Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey

Tensor Component Analysis for Interpreting the Latent Space of GANs

Contrastive Feature Loss for Image Prediction

Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images

BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation

EvoGAN: An Evolutionary Computation Assisted GAN

CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis

A Scaling Law for Synthetic-to-Real Transfer: How Much Is Your Pre-training Effective?

Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning

Designing Counterfactual Generators using Deep Model Inversion

Cross-Modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in Shared Representation Learning

SA-GAN: Structure-Aware GAN for Organ-Preserving Synthetic CT Generation

Variable Augmented Network for Invertible Modality Synthesis-Fusion

Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation

ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement

Towards Photorealistic Colorization by Imagination

Single Underwater Image Enhancement Using an Analysis-Synthesis Network

Deep Algorithm Unrolling for Biomedical Imaging

Autonomy 2.0: Why is self-driving always 5 years away?

Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI

SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition Models

Synthesizing Multi-Tracer PET Images for Alzheimer's Disease Patients using a 3D Unified Anatomy-aware Cyclic Adversarial Network

Combining Transformer Generators with Convolutional Discriminators

Towards Better Adversarial Synthesis of Human Images from Text

Image-to-Image Translation: Methods and Applications

Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image