Guansong Lu

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All published works

Action	Title	Year	Authors
+ PDF Chat	ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance	2024	Chunwei Wang Guansong Lu Junwei Yang Runhui Huang Jianhua Han Lu Hou Wei Zhang Songcen Xu
+ PDF Chat	LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model	2024	Runhui Huang Kaixin Cai Jianhua Han Xiaodan Liang Renjing Pei Guansong Lu Songcen Xu Wei Zhang Hang Xu
+ PDF Chat	DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability	2023	Runhui Huang Jianhua Han Guansong Lu Xiaodan Liang Yihan Zeng Wei Zhang Hang Xu
+ PDF Chat	DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment	2023	Xujie Zhang Binbin Yang Michael Kampffmeyer Wenqing Zhang Shiyue Zhang Guansong Lu Liang Lin Hang Xu Xiaodan Liang
+ PDF Chat	Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images	2023	Cuican Yu Guansong Lu Yihan Zeng Jian Sun Xiaodan Liang Huibin Li Zongben Xu Songcen Xu Wei Zhang Hang Xu
+ PDF Chat	3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation	2023	Zutao Jiang Guansong Lu Xiaodan Liang Jihua Zhu Wei Zhang Xiaojun Chang Hang Xu
+	Entity-Level Text-Guided Image Manipulation	2023	Yikai Wang Jianan Wang Guansong Lu Hang Xu Zhenguo Li Wei Zhang Yanwei Fu
+	RealignDiff: Boosting Text-to-Image Diffusion Model with Coarse-to-fine Semantic Re-alignment	2023	Guian Fang Zutao Jiang Jianhua Han Guansong Lu Hang Xu Xiaodan Liang
+	DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability	2023	Runhui Huang Jianhua Han Guansong Lu Xiaodan Liang Yihan Zeng Wei Zhang Hang Xu
+	DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment	2023	Xujie Zhang Binbin Yang Michael Kampffmeyer Wenqing Zhang Shiyue Zhang Guansong Lu Liang Lin Hang Xu Xiaodan Liang
+	Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images	2023	Cuican Yu Guansong Lu Yihan Zeng Jian Sun Xiaodan Liang Huibin Li Zongben Xu Songcen Xu Wei Zhang Hang Xu
+	PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion	2023	Guansong Lu Yuanfan Guo Jianhua Han Minzhe Niu Yihan Zeng Songcen Xu Zeyi Huang Zhong Zhao Zhang Wei Hang Xu
+ PDF Chat	ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation	2022	Jianan Wang Guansong Lu Hang Xu Zhenguo Li Chunjing Xu Yanwei Fu
+	ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation	2022	Jianan Wang Guansong Lu Hang Xu Zhenguo Li Chunjing Xu Yanwei Fu
+	Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark	2022	Jiaxi Gu Xiaojun Meng Guansong Lu Lu Hou Minzhe Niu Xiaodan Liang Lewei Yao Runhui Huang Wei Zhang Xin Jiang
+ PDF Chat	FILIP: Fine-grained Interactive Language-Image Pre-Training	2021	Lewei Yao Runhui Huang Lu Hou Guansong Lu Minzhe Niu Hang Xu Xiaodan Liang Zhenguo Li Xin Jiang Chunjing Xu
+	FILIP: Fine-grained Interactive Language-Image Pre-Training	2021	Lewei Yao Runhui Huang Lu Hou Guansong Lu Minzhe Niu Hang Xu Xiaodan Liang Zhenguo Li Xin Jiang Chunjing Xu
+	Sobolev Wasserstein GAN.	2020	Minkai Xu Zhiming Zhou Guansong Lu Jian Tang Weinan Zhang Yong Yu
+	Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency	2020	Guansong Lu Zhiming Zhou Jian Shen Cheng Chen Weinan Zhang Yong Yu
+	Towards Generalized Implementation of Wasserstein Distance in GANs	2020	Minkai Xu Zhiming Zhou Guansong Lu Jian Tang Weinan Zhang Yong Tao Yu
+ PDF Chat	Guiding the One-to-One Mapping in CycleGAN via Optimal Transport	2019	Guansong Lu Zhiming Zhou Yuxuan Song Kan Ren Yong Yu
+	AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods.	2018	Zhiming Zhou Qingru Zhang Guansong Lu Hongwei Wang Weinan Zhang Yong Yu
+ PDF Chat	Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer	2018	Hao-Shu Fang Guansong Lu Xiaolin Fang Jianwen Xie Yu‐Wing Tai Cewu Lu
+	Guiding the One-to-one Mapping in CycleGAN via Optimal Transport	2018	Guansong Lu Zhiming Zhou Yuxuan Song Kan Ren Yong Yu
+	Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer	2018	Hao-Shu Fang Guansong Lu Xiaolin Fang Jianwen Xie Yu‐Wing Tai Cewu Lu
+	AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods	2018	Zhiming Zhou Qingru Zhang Guansong Lu Hongwei Wang Weinan Zhang Yong Yu

Common Coauthors

Coauthor	Papers Together
Xiaodan Liang	12
Runhui Huang	7
Yong Yu	6
Hang Xu	6
Hang Xu	6
Zhiming Zhou	6
Songcen Xu	5
Jianhua Han	5
Yihan Zeng	5
Zhenguo Li	5
Weinan Zhang	4
Chunjing Xu	4
Minzhe Niu	4
Lu Hou	3
Yanwei Fu	3
Jianan Wang	3
Lewei Yao	3
Wei Zhang	3
Jian Sun	2
Yu‐Wing Tai	2
Cewu Lu	2
Cuican Yu	2
Minkai Xu	2
Michael Kampffmeyer	2
Qingru Zhang	2
Hao-Shu Fang	2
Liang Lin	2
Binbin Yang	2
Xin Jiang	2
Wei Zhang	2
Yuxuan Song	2
Zutao Jiang	2
Shiyue Zhang	2
Huibin Li	2
Kan Ren	2
Xujie Zhang	2
Jianwen Xie	2
Xiaolin Fang	2
Zongben Xu	2
Wei Zhang	1
Jihua Zhu	1
Guian Fang	1
Hongwei Wang	1
Zhiming Zhou	1
Zhong Zhao	1
Zhang Wei	1
Hang Xu	1
Hang Xu	1
Xiaojun Meng	1
Yikai Wang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	CogView: Mastering Text-to-Image Generation via Transformers	2021	Ming Ding Zhuoyi Yang Wenyi Hong Wendi Zheng Chang Zhou Da Yin Junyang Lin Xu Zou Zhou Shao Hongxia Yang	5
+	Hierarchical Text-Conditional Image Generation with CLIP Latents	2022	Aditya Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen	4
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	4
+	GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium	2017	Martin Heusel Hubert Ramsauer Thomas Unterthiner Bernhard Nessler Sepp Hochreiter	3
+	M6: A Chinese Multimodal Pretrainer	2021	Junyang Lin Rui Men Yang An Chang Zhou Ming Ding Yichang Zhang Peng Wang Ang Wang Le Jiang Xianyan Jia	3
+	Conditional Generative Adversarial Nets	2014	Mehdi Mirza Simon Osindero	3
+	ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis	2021	Patrick Esser Robin Rombach Andreas Blattmann Björn Ommer	3
+	VisualBERT: A Simple and Performant Baseline for Vision and Language	2019	Liunian Harold Li Mark Yatskar Da Yin Cho‐Jui Hsieh Kai-Wei Chang	3
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	3
+	On the regularization of Wasserstein GANs	2017	Henning Petzka Asja Fischer Denis Lukovnicov	3
+ PDF Chat	TediGAN: Text-Guided Diverse Face Image Generation and Manipulation	2021	Weihao Xia Yujiu Yang Jing‐Hao Xue Baoyuan Wu	3
+ PDF Chat	UNITER: UNiversal Image-TExt Representation Learning	2020	Yen-Chun Chen Linjie Li Licheng Yu Ahmed El Kholy Faisal Ahmed Zhe Gan Yu Cheng Jingjing Liu	3
+	GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models	2021	Alex Nichol Prafulla Dhariwal Aditya Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen	3
+	Large-Scale Optimal Transport and Mapping Estimation	2017	Vivien Seguy Bharath Bhushan Damodaran Rémi Flamary Nicolas Courty Antoine Rolet Mathieu Blondel	3
+ PDF Chat	AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks	2018	Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He	3
+	Learning to Discover Cross-Domain Relations with Generative Adversarial Networks	2017	Taek‐Soo Kim Moonsu Cha Hyunsoo Kim Jung Kwon Lee Jiwon Kim	3
+	Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding	2022	Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang Emily Denton Seyed Kamyar Seyed Ghasemipour Burcu Karagol Ayan S. Sara Mahdavi Rapha Gontijo Lopes	3
+	Denoising Diffusion Probabilistic Models	2020	Jonathan Ho Ajay N. Jain Pieter Abbeel	3
+ PDF Chat	High-Resolution Image Synthesis with Latent Diffusion Models	2022	Robin Rombach Andreas Blattmann Dominik Lorenz Patrick Esser Björn Ommer	3
+ PDF Chat	CLIPScore: A Reference-free Evaluation Metric for Image Captioning	2021	Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi	2
+	Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation	2013	Yoshua Bengio Nicholas Léonard Aaron Courville	2
+	Zero-Shot Text-to-Image Generation	2021	Aditya Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever	2
+	Fully Convolutional Multi-Class Multiple Instance Learning	2014	Deepak Pathak Evan Shelhamer Jonathan Long Trevor Darrell	2
+ PDF Chat	On the Translocation of Masses	2006	L. V. Kantorovich	2
+	LXMERT: Learning Cross-Modality Encoder Representations from Transformers	2019	Hao Tan Mohit Bansal	2
+	DF-GAN: Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis	2020	Ming Tao Hao Tang Songsong Wu Nicu Sebe Fei Wu Xiao‐Yuan Jing	2
+	Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision	2021	Chao Jia Yinfei Yang Ye Xia Yi‐Ting Chen Zarana Parekh Hieu Pham Quoc V. Le Yun-Hsuan Sung Zhen Li Tom Duerig	2
+ PDF Chat	YFCC100M	2016	Bart Thomée David A. Shamma Gerald Friedland Benjamin Elizalde Karl Ni Douglas N. Poland Damian Borth Li-Jia Li	2
+	Learning Transferable Visual Models From Natural Language Supervision	2021	Alec Radford Jong Wook Kim Chris Hallacy Aditya Ramesh Gabriel Goh Sandhini Agarwal Girish Sastry Amanda Askell Pamela Mishkin Jack Clark	2
+ PDF Chat	Semantic Object Parsing with Graph LSTM	2016	Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan	2
+ PDF Chat	StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks	2017	Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris Metaxas	2
+ PDF Chat	RMPE: Regional Multi-person Pose Estimation	2017	Hao-Shu Fang Shuqin Xie Yu‐Wing Tai Cewu Lu	2
+ PDF Chat	Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings	2019	Kai Chen Christopher Choy Manolis Savva Anne Lynn S. Chang Thomas Funkhouser Silvio Savarese	2
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+ PDF Chat	Learning from Simulated and Unsupervised Images through Adversarial Training	2017	Ashish Shrivastava Tomas Pfister Oncel Tuzel Joshua M. Susskind Wen-Da Wang Russell Y. Webb	2
+	Towards Principled Methods for Training Generative Adversarial Networks	2017	Martín Arjovsky Léon Bottou	2
+ PDF Chat	Generative Visual Manipulation on the Natural Image Manifold	2016	Jun-Yan Zhu Philipp Krähenbühl Eli Shechtman Alexei A. Efros	2
+ PDF Chat	Learning human activities and object affordances from RGB-D videos	2013	Hema Swetha Koppula Rudhir Gupta Ashutosh Saxena	2
+	Cross-Modal Scene Networks	2017	Yusuf Aytar Lluís Castrejón Carl Vondrick Hamed Pirsiavash Antonio Torralba	2
+	Dual Learning for Machine Translation	2016	Di He Yingce Xia Tao Qin Liwei Wang Nenghai Yu Tie‐Yan Liu Wei‐Ying Ma	2
+	Image-to-Image Translation with Conditional Adversarial Networks	2016	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	2
+ PDF Chat	Semantic part segmentation using compositional model combining shape and appearance	2015	Jianyu Wang Alan Yuille	2
+	Mapping Estimation for Discrete Optimal Transport	2016	Michaël Perrot Nicolas Courty Rémi Flamary Amaury Habrard	2
+ PDF Chat	Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net	2016	Fangting Xia Peng Wang Liang-Chieh Chen Alan Yuille	2
+	Unsupervised Image-to-Image Translation Networks	2017	Ming-Yu Liu Thomas M. Breuel Jan Kautz	2
+ PDF Chat	DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-To-Image Synthesis	2019	Minfeng Zhu Pingbo Pan Wei Chen Yi Yang	2
+ PDF Chat	StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks	2018	Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris Metaxas	2
+ PDF Chat	Neural Machine Translation of Rare Words with Subword Units	2016	Rico Sennrich Barry Haddow Alexandra Birch	2
+	Improved Techniques for Training GANs	2016	Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen	2