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Generative AI in Vision: A Survey on Models, Metrics and Applications Gaurav Raut Apoorv Singh VLM MedIm 36 6 0 26 Feb 2024
Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition Chun-Hsiao Yeh Ta-Ying Cheng He-Yen Hsieh Chuan-En Lin Yi Ma Andrew Markham Niki Trigoni H. T. Kung Yubei Chen DiffM 25 3 0 23 Feb 2024
ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation Yi Zhang Yun Tang Wenjie Ruan Xiaowei Huang Siddartha Khastgir P. Jennings Xingyu Zhao AAML 24 4 0 23 Feb 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace Aliaksandr Siarohin Ivan Skorokhodov Ekaterina Deyneka Tsai-Shien Chen ... Yuwei Fang A. Stoliar Elisa Ricci Jian Ren Sergey Tulyakov VGen 38 56 0 22 Feb 2024
Contrastive Prompts Improve Disentanglement in Text-to-Image Diffusion Models C. Wu Fernando De la Torre DiffM 19 2 0 21 Feb 2024
CoFRIDA: Self-Supervised Fine-Tuning for Human-Robot Co-Painting Peter Schaldenbrand Gaurav Parmar Jun-Yan Zhu James McCann Jean Oh 19 13 0 21 Feb 2024
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation Huizhuo Yuan Zixiang Chen Kaixuan Ji Quanquan Gu 55 24 0 15 Feb 2024
L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects Yutaro Yamada Khyathi Raghavi Chandu Yuchen Lin Jack Hessel Ilker Yildirim Yejin Choi AI4CE 23 12 0 14 Feb 2024
World Model on Million-Length Video And Language With Blockwise RingAttention Hao Liu Wilson Yan Matei A. Zaharia Pieter Abbeel VGen 29 57 0 13 Feb 2024
BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data Mateusz Lajszczak Guillermo Cámbara Yang Li Fatih Beyhan Arent van Korlaar ... Bartosz Putrycz Soledad López Gambino Kayeon Yoo Elena Sokolova Thomas Drugman LM&MA 33 72 0 12 Feb 2024
Rolling Diffusion Models David Ruhe Jonathan Heek Tim Salimans Emiel Hoogeboom DiffM 23 32 0 12 Feb 2024
Human Aesthetic Preference-Based Large Text-to-Image Model Personalization: Kandinsky Generation as an Example Aven Le Zhou Yu-Ao Wang Wei Wu Kang Zhang 19 1 0 09 Feb 2024
MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis Dewei Zhou You Li Fan Ma Zongxin Yang Yi Yang DiffM 20 57 0 08 Feb 2024
CapHuman: Capture Your Moments in Parallel Universes Chao Liang Fan Ma Linchao Zhu Yingying Deng Yi Yang DiffM 21 22 0 01 Feb 2024
Spatial-Aware Latent Initialization for Controllable Image Generation Wenqiang Sun Tengtao Li Zehong Lin Jun Zhang 29 10 0 29 Jan 2024
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models Senthil Purushwalkam Akash Gokul Shafiq R. Joty Nikhil Naik DiffM 29 16 0 25 Jan 2024
Large-scale Reinforcement Learning for Diffusion Models Yinan Zhang Eric Tzeng Yilun Du Dmitry Kislyuk VLM 26 29 0 20 Jan 2024
Make-A-Shape: a Ten-Million-scale 3D Shape Model Ka-Hei Hui Aditya Sanghi Arianna Rampini Kamal Rahimi Malekshan Zhengzhe Liu Hooman Shayani Chi-Wing Fu DiffM 21 17 0 20 Jan 2024
MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer Changyao Tian Xizhou Zhu Yuwen Xiong Weiyun Wang Zhe Chen ... Tong Lu Jie Zhou Hongsheng Li Yu Qiao Jifeng Dai AuLLM 83 41 0 18 Jan 2024
DiffusionGPT: LLM-Driven Text-to-Image Generation System Jie Qin Jie Wu Weifeng Chen Yuxi Ren Huixian Li Hefeng Wu Xuefeng Xiao Rui Wang S. Wen DiffM 50 24 0 18 Jan 2024
WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens Xiaofeng Wang Zheng Zhu Guan Huang Boyuan Wang Xinze Chen Jiwen Lu VGen 27 32 0 18 Jan 2024
HexaGen3D: StableDiffusion is just one step away from Fast and Diverse Text-to-3D Generation Antoine Mercier Ramin Nakhli Mahesh Reddy R. Yasarla Hong Cai Fatih Porikli Guillaume Berger DiffM 22 15 0 15 Jan 2024
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation Seung Hyun Lee Yinxiao Li Junjie Ke Innfarn Yoo Han Zhang ... Junfeng He Gang Li Sangpil Kim Irfan Essa Feng Yang EGVM 27 18 0 11 Jan 2024
Concept Alignment Sunayana Rane Polyphony J. Bruna Ilia Sucholutsky Christopher Kello Thomas L. Griffiths CVBM 20 7 0 09 Jan 2024
Uni3D-LLM: Unifying Point Cloud Perception, Generation and Editing with Large Language Models Dingning Liu Xiaoshui Huang Yuenan Hou Zhihui Wang Zhen-fei Yin Yongshun Gong Peng Gao Wanli Ouyang 11 8 0 09 Jan 2024
Improving Diffusion-Based Image Synthesis with Context Prediction Ling Yang Jingwei Liu Shenda Hong Zhilong Zhang Zhilin Huang Zheming Cai Wentao Zhang Bin Cui DiffM 38 33 0 04 Jan 2024
Instruct-Imagen: Image Generation with Multi-modal Instruction Hexiang Hu Kelvin C. K. Chan Yu-Chuan Su Wenhu Chen Yandong Li ... Xue Ben Boqing Gong William W. Cohen Ming-Wei Chang Xuhui Jia MLLM 33 42 0 03 Jan 2024
Image Sculpting: Precise Object Editing with 3D Geometry Control Jiraphon Yenphraphai Xichen Pan Sainan Liu Daniele Panozzo Saining Xie 30 17 0 02 Jan 2024
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 21 25 0 28 Dec 2023
ZONE: Zero-Shot Instruction-Guided Local Editing Shanglin Li Bo-Wen Zeng Yutang Feng Sicheng Gao Xuhui Liu ... Li Lin Xu Tang Yao Hu Jianzhuang Liu Baochang Zhang DiffM 18 30 0 28 Dec 2023
Semantic Guidance Tuning for Text-To-Image Diffusion Models Hyun Kang Dohae Lee Myungjin Shin In-Kwon Lee 19 1 0 26 Dec 2023
Cross Initialization for Personalized Text-to-Image Generation Lianyu Pang Jian Yin Haoran Xie Qiping Wang Qing Li Xudong Mao DiffM 16 7 0 26 Dec 2023
Emage: Non-Autoregressive Text-to-Image Generation Zhangyin Feng Runyi Hu Liangxin Liu Fan Zhang Duyu Tang Yong Dai Xiaocheng Feng Jiwei Li Bing Qin Shuming Shi DiffM VLM 14 0 0 22 Dec 2023
Generative AI Beyond LLMs: System Implications of Multi-Modal Generation Alicia Golden Samuel Hsia Fei Sun Bilge Acun Basil Hosmer ... Zachary DeVito Jeff Johnson Gu-Yeon Wei David Brooks Carole-Jean Wu VLM DiffM 22 8 0 22 Dec 2023
VideoPoet: A Large Language Model for Zero-Shot Video Generation Dan Kondratyuk Lijun Yu Xiuye Gu José Lezama Jonathan Huang ... Irfan Essa Huisheng Wang David A. Ross Bryan Seybold Lu Jiang VGen 15 237 0 21 Dec 2023
DreamTuner: Single Image is Enough for Subject-Driven Generation Miao Hua Jiawei Liu Fei Ding Wei Liu Jie Wu Qian He 11 28 0 21 Dec 2023
StarVector: Generating Scalable Vector Graphics Code from Images Juan A. Rodriguez Shubham Agarwal I. Laradji Pau Rodríguez David Vazquez Christopher Pal M. Pedersoli 38 6 0 17 Dec 2023
Rich Human Feedback for Text-to-Image Generation Youwei Liang Junfeng He Gang Li Peizhao Li Arseniy Klimovskiy ... Yiwen Luo Yang Li Kai Kohlhoff Deepak Ramachandran Vidhya Navalpakkam EGVM 19 66 0 15 Dec 2023
HeadArtist: Text-conditioned 3D Head Generation with Self Score Distillation Hongyu Liu Xuan Wang Ziyu Wan Yujun Shen Yibing Song Jing Liao Qifeng Chen DiffM 36 17 0 12 Dec 2023
Photorealistic Video Generation with Diffusion Models Agrim Gupta Lijun Yu Kihyuk Sohn Xiuye Gu Meera Hahn Fei-Fei Li Irfan Essa Lu Jiang José Lezama VGen 39 174 0 11 Dec 2023
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 34 62 0 11 Dec 2023
ControlNet-XS: Designing an Efficient and Effective Architecture for Controlling Text-to-Image Diffusion Models Denis Zavadski Johann-Friedrich Feiden Carsten Rother DiffM 44 5 0 11 Dec 2023
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 18 8 0 11 Dec 2023
TabMT: Generating tabular data with masked transformers Manbir Gulati Paul F. Roysdon LMTD 43 32 0 11 Dec 2023
CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag DiffM VLM 28 26 0 11 Dec 2023
Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models Zhipeng Bao Yijun Li Krishna Kumar Singh Yu-Xiong Wang Martial Hebert 20 8 0 10 Dec 2023
A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing Maomao Li Yu Li Tianyu Yang Yunfei Liu Dongxu Yue Zhihui Lin Dong Xu VGen 10 8 0 10 Dec 2023
SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control Jaskirat Singh Jianming Zhang Qing Liu Cameron Smith Zhe-nan Lin Liang Zheng DiffM 28 11 0 08 Dec 2023
Scaling Laws of Synthetic Images for Model Training ... for Now Lijie Fan Kaifeng Chen Dilip Krishnan Dina Katabi Phillip Isola Yonglong Tian CLIP VLM 25 61 0 07 Dec 2023
Gen2Det: Generate to Detect Saksham Suri Fanyi Xiao Animesh Sinha Sean Culatana Raghuraman Krishnamoorthi Chenchen Zhu Abhinav Shrivastava VLM DiffM 18 9 0 07 Dec 2023