Taming Transformers for High-Resolution Image Synthesis

17 December 2020

Papers citing "Taming Transformers for High-Resolution Image Synthesis"

50 / 496 papers shown

Title
VALHALLA: Visual Hallucination for Machine Translation Yi Li Rameswar Panda Yoon Kim Chun-Fu Chen Rogerio Feris David D. Cox Nuno Vasconcelos MLLM 36 38 0 31 May 2022
Text2Human: Text-Driven Controllable Human Image Generation Yuming Jiang Shuai Yang Haonan Qiu Wayne Wu Chen Change Loy Ziwei Liu DiffM 107 45 0 31 May 2022
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 243 565 0 29 May 2022
COFS: Controllable Furniture layout Synthesis W. Para Paul Guerrero Niloy Mitra Peter Wonka 3DV 34 16 0 29 May 2022
Video2StyleGAN: Disentangling Local and Global Variations in a Video Rameen Abdal Peihao Zhu Niloy J. Mitra Peter Wonka VGen 24 7 0 27 May 2022
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN Siyuan Li Di Wu Fang Wu Lei Shang Stan.Z.Li 32 47 0 27 May 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 55 5,762 0 23 May 2022
StyLandGAN: A StyleGAN based Landscape Image Synthesis using Depth-map Gun-Hee Lee Jonghwa Yim Chanran Kim Min-Jung Kim GAN MDE 39 1 0 13 May 2022
Deep Learning and Synthetic Media Raphaël Millière 18 18 0 11 May 2022
NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality Xu Tan Jiawei Chen Haohe Liu Jian Cong Chen Zhang ... Lei He Frank Soong Tao Qin Sheng Zhao Tie-Yan Liu 33 210 0 09 May 2022
Seeding Diversity into AI Art Marvin Zammit Antonios Liapis Georgios N. Yannakakis 22 4 0 02 May 2022
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers Ming Ding Wendi Zheng Wenyi Hong Jie Tang VLM 18 321 0 28 Apr 2022
Can deep learning match the efficiency of human visual long-term memory in storing object details? Emin Orhan VLM OCL 20 0 0 27 Apr 2022
Conformer and Blind Noisy Students for Improved Image Quality Assessment Marcos V. Conde Maxime Burchi Radu Timofte DiffM 30 14 0 27 Apr 2022
An Overview of Recent Work in Media Forensics: Methods and Threats Kratika Bhagtani A. Yadav Emily R. Bartusiak Ziyue Xiang Ruiting Shao Sriram Baireddy Edward J. Delp AAML 47 25 0 26 Apr 2022
CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution Guangwei Gao Zixiang Xu Juncheng Li Jian Yang T. Zeng Guo-Jun Qi CVBM ViT SupR 34 80 0 19 Apr 2022
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance Katherine Crowson Stella Biderman Daniel Kornis Dashiell Stander Eric Hallahan Louis Castricato Edward Raff CLIP 57 367 0 18 Apr 2022
Simultaneous Multiple-Prompt Guided Generation Using Differentiable Optimal Transport Yingtao Tian Marco Cuturi David R Ha DiffM OT 35 1 0 18 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 67 6,622 0 13 Apr 2022
No Token Left Behind: Explainability-Aided Image Classification and Generation Roni Paiss Hila Chefer Lior Wolf VLM 26 29 0 11 Apr 2022
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer Songwei Ge Thomas Hayes Harry Yang Xiaoyue Yin Guan Pang David Jacobs Jia-Bin Huang Devi Parikh ViT 38 214 0 07 Apr 2022
DT2I: Dense Text-to-Image Generation from Region Descriptions Stanislav Frolov Prateek Bansal Jörn Hees Andreas Dengel VLM 19 5 0 05 Apr 2022
Autoregressive 3D Shape Generation via Canonical Mapping A. Cheng Xueting Li Sifei Liu Min Sun Ming Yang 3DPC 37 39 0 05 Apr 2022
Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis Karren D. Yang Dejan Marković Steven Krenn Vasu Agrawal Alexander Richard VGen 14 32 0 31 Mar 2022
VPTR: Efficient Transformers for Video Prediction Xi Ye Guillaume-Alexandre Bilodeau ViT 19 18 0 29 Mar 2022
mc-BEiT: Multi-choice Discretization for Image BERT Pre-training Xiaotong Li Yixiao Ge Kun Yi Zixuan Hu Ying Shan Ling-yu Duan 29 38 0 29 Mar 2022
Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background Creation Naofumi Akimoto Yuhi Matsuo Y. Aoki 43 34 0 28 Mar 2022
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness Giulio Lovisotto Nicole Finnie Mauricio Muñoz Chaithanya Kumar Mummadi J. H. Metzen AAML ViT 17 32 0 25 Mar 2022
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors Oran Gafni Adam Polyak Oron Ashual Shelly Sheynin Devi Parikh Yaniv Taigman DiffM 17 510 0 24 Mar 2022
Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory Lian Siyao Weijiang Yu Tianpei Gu Chunze Lin Quan Wang Chao Qian Chen Change Loy Ziwei Liu SLR 26 183 0 24 Mar 2022
ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers Jonávs Kulhánek Erik Derner Torsten Sattler Robert Babuvska ViT 28 73 0 18 Mar 2022
MatchFormer: Interleaving Attention in Transformers for Feature Matching Qing Wang Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen ViT 33 141 0 17 Mar 2022
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training Luyang Huang Guocheng Niu Jiachen Liu Xinyan Xiao Hua-Hong Wu VLM CoGe 14 7 0 17 Mar 2022
The Role of ImageNet Classes in Fréchet Inception Distance Tuomas Kynkaanniemi Tero Karras M. Aittala Timo Aila J. Lehtinen EGVM VLM 22 200 0 11 Mar 2022
FlexIT: Towards Flexible Semantic Image Translation Guillaume Couairon Asya Grechka Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 31 35 0 09 Mar 2022
Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression A. B. Koyuncu Han Gao Atanas Boev Georgii Gaikov Elena Alshina Eckehard Steinbach ViT 31 68 0 04 Mar 2022
Autoregressive Image Generation using Residual Quantization Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han VGen 168 325 0 03 Mar 2022
Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding Qiaole Dong Chenjie Cao Yanwei Fu CLL 20 137 0 02 Mar 2022
CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP Zihao W. Wang Wei Liu Qian He Xin-ru Wu Zili Yi CLIP VLM 182 73 0 01 Mar 2022
Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors Chaofeng Chen Xinyu Shi Yipeng Qin Xiaoming Li Xiaoguang Han Taojiannan Yang Shihui Guo 22 113 0 26 Feb 2022
Diffusion bridges vector quantized Variational AutoEncoders Max H. Cohen Guillaume Quispe Sylvain Le Corff Charles Ollion Eric Moulines DiffM 14 13 0 10 Feb 2022
CM3: A Causal Masked Multimodal Model of the Internet Armen Aghajanyan Po-Yao (Bernie) Huang Candace Ross Vladimir Karpukhin Hu Xu ... Dmytro Okhonko Mandar Joshi Gargi Ghosh M. Lewis Luke Zettlemoyer 15 154 0 19 Jan 2022
RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs Zhouxia Wang Jiawei Zhang Runjian Chen Wenping Wang Ping Luo CVBM 13 109 0 17 Jan 2022
Music2Video: Automatic Generation of Music Video with fusion of audio and text Yoonjeon Kim Joel Jang Sumin Shin DiffM VGen 25 7 0 11 Jan 2022
ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation Han Zhang Weichong Yin Yewei Fang Lanxin Li Boqiang Duan Zhihua Wu Yu Sun Hao Tian Hua-Hong Wu Haifeng Wang 27 58 0 31 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 106 14,612 0 20 Dec 2021
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 182 350 0 06 Dec 2021
Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation Minghui Hu Yujie Wang Tat-Jen Cham Jianfei Yang P.N.Suganthan DiffM 11 40 0 03 Dec 2021
Exploration into Translation-Equivariant Image Quantization W. Shin Gyubok Lee Jiyoung Lee Eun-Young Lyou Joonseok Lee E. Choi 25 7 0 01 Dec 2021
CLIPstyler: Image Style Transfer with a Single Text Condition Gihyun Kwon Jong Chul Ye VLM CLIP 11 240 0 01 Dec 2021