Title
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis Wanggui He Siming Fu Mushui Liu Xierui Wang Wenyi Xiao ... Zhelun Yu Haoyuan Li Ziwei Huang Leilei Gan Hao Jiang DiffM 24 23 0 10 Jul 2024
ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction Shaozhe Hao Kai Han Zhengyao Lv Shihao Zhao Kwan-Yee K. Wong DiffM CoGe 29 5 0 09 Jul 2024
HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-fine Pose-Reversible Guidance Guian Fang Wenbiao Yan Yuanfan Guo J. N. Han Zutao Jiang Hang Xu Shengcai Liao Xiaodan Liang 28 4 0 09 Jul 2024
Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning Fanyue Wei Wei Zeng Zhenyang Li Dawei Yin Lixin Duan Wen Li EGVM 23 2 0 09 Jul 2024
An Improved Method for Personalizing Diffusion Models Yan Zeng Masanori Suganuma Takayuki Okatani DiffM 24 1 0 07 Jul 2024
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents Yilun Xu Gabriele Corso Tommi Jaakkola Arash Vahdat Karsten Kreis 29 12 0 03 Jul 2024
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models Seyedmorteza Sadat Manuel Kansy Otmar Hilliges Romann M. Weber 29 10 0 02 Jul 2024
Meta 3D Gen Raphael Bensadoun Tom Monnier Yanir Kleiman Filippos Kokkinos Yawar Siddiqui ... Antoine Toisoul David Novotny Oran Gafni Natalia Neverova Andrea Vedaldi 48 0 0 02 Jul 2024
Magic Insert: Style-Aware Drag-and-Drop Nataniel Ruiz Yuanzhen Li Neal Wadhwa Yael Pritch Michael Rubinstein David E. Jacobs Shlomi Fruchter DiffM 25 7 0 02 Jul 2024
Meta 3D TextureGen: Fast and Consistent Texture Generation for 3D Objects Raphael Bensadoun Yanir Kleiman Idan Azuri Omri Harosh Andrea Vedaldi Natalia Neverova Oran Gafni 39 27 0 02 Jul 2024
SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules Suyi Li Lingyun Yang Xiaoxiao Jiang Hanfeng Lu Zhipeng Di ... Tao Lan Guodong Yang Lin Qu Liping Zhang Wei Wang 21 2 0 02 Jul 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Y. Li Fan Ma Zongxin Yang Y. Yang 88 11 0 02 Jul 2024
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space Core Francisco Park Maya Okawa Andrew Lee Ekdeep Singh Lubana Hidenori Tanaka 50 6 0 27 Jun 2024
On Discrete Prompt Optimization for Diffusion Models Ruochen Wang Ting Liu Cho-Jui Hsieh Boqing Gong DiffM 26 6 0 27 Jun 2024
MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data William Berman A. Peysakhovich 29 4 0 26 Jun 2024
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation Shenghai Yuan Jinfa Huang Yongqi Xu Yaoyang Liu Shaofeng Zhang Yujun Shi Ruijie Zhu Xinhua Cheng Jiebo Luo Li Yuan EGVM VGen 66 34 0 26 Jun 2024
Aligning Diffusion Models with Noise-Conditioned Perception Alexander Gambashidze Anton Kulikov Yuriy Sosnin Ilya Makarov 35 5 0 25 Jun 2024
EVALALIGN: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models Zhiyu Tan Xiaomeng Yang Luozheng Qin Mengping Yang Cheng Zhang Hao Li 42 7 0 24 Jun 2024
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation Yuang Peng Yuxin Cui Haomiao Tang Zekun Qi Runpei Dong Jing Bai Chunrui Han Zheng Ge Xiangyu Zhang Shu-Tao Xia EGVM 72 31 0 24 Jun 2024
Reading Is Believing: Revisiting Language Bottleneck Models for Image Classification Honori Udo Takafumi Koshinaka VLM 24 0 0 22 Jun 2024
MetaGreen: Meta-Learning Inspired Transformer Selection for Green Semantic Communication Shubhabrata Mukherjee Cory Beard Sejun Song 20 0 0 22 Jun 2024
Evaluating Numerical Reasoning in Text-to-Image Models Ivana Kajić Olivia Wiles Isabela Albuquerque Matthias Bauer Su Wang Jordi Pont-Tuset Aida Nematzadeh EGVM ReLM 75 0 0 20 Jun 2024
GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation Baiqi Li Zhiqiu Lin Deepak Pathak Jiayao Li Yixin Fei ... Tiffany Ling Xide Xia Pengchuan Zhang Graham Neubig Deva Ramanan EGVM 44 24 0 19 Jun 2024
Leveraging Large Language Models for Patient Engagement: The Power of Conversational AI in Digital Health Bo Wen R. Norel Julia Liu Thaddeus Stappenbeck F. Zulkernine Huamin Chen AI4MH LM&MA 32 2 0 19 Jun 2024
ARTIST: Improving the Generation of Text-rich Images by Disentanglement Jianyi Zhang Yufan Zhou Jiuxiang Gu Curtis Wigington Tong Yu Yiran Chen Tong Sun Ruiyi Zhang 75 0 0 17 Jun 2024
Large Scale Transfer Learning for Tabular Data via Language Modeling Josh Gardner Juan C. Perdomo Ludwig Schmidt LMTD 34 13 0 17 Jun 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh Reza Shirkavand Shangqian Gao Heng Huang DiffM VLM 43 4 0 17 Jun 2024
A Comprehensive Taxonomy and Analysis of Talking Head Synthesis: Techniques for Portrait Generation, Driving Mechanisms, and Editing Ming Meng Yufei Zhao Bo Zhang Yonggui Zhu Weimin Shi Maxwell Wen Zhaoxin Fan VGen 34 1 0 15 Jun 2024
Crafting Parts for Expressive Object Composition Harsh Rangwani Aishwarya Agarwal Kuldeep Kulkarni R. Venkatesh Babu Srikrishna Karanam DiffM 36 3 0 14 Jun 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities Roman Bachmann Oğuzhan Fatih Kar David Mizrahi Ali Garjani Mingfei Gao David Griffiths Jiaming Hu Afshin Dehghan Amir Zamir MoE VLM MLLM 31 14 0 13 Jun 2024
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation Junke Wang Yi-Xin Jiang Zehuan Yuan Binyue Peng Zuxuan Wu Yu-Gang Jiang ViT VGen 75 34 0 13 Jun 2024
Toffee: Efficient Million-Scale Dataset Construction for Subject-Driven Text-to-Image Generation Yufan Zhou Ruiyi Zhang Kaizhi Zheng Nanxuan Zhao Jiuxiang Gu Zichao Wang Xin Eric Wang Tong Sun DiffM 18 2 0 13 Jun 2024
TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation Weixi Feng Jiachen Li Michael Stephen Saxon Tsu-jui Fu Wenhu Chen William Yang Wang EGVM VGen 24 8 0 12 Jun 2024
FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion George Cazenavette Avneesh Sud Thomas Leung Ben Usman DiffM 27 13 0 12 Jun 2024
What If We Recaption Billions of Web Images with LLaMA-3? Xianhang Li Haoqin Tu Mude Hui Zeyu Wang Bingchen Zhao ... Jieru Mei Qing Liu Huangjie Zheng Yuyin Zhou Cihang Xie VLM MLLM 28 34 0 12 Jun 2024
PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen Yi Chen Aniket Rege Ramya Korlakai Vinayak 35 16 0 12 Jun 2024
An Image is Worth 32 Tokens for Reconstruction and Generation Qihang Yu Mark Weber XueQing Deng Xiaohui Shen Daniel Cremers Liang-Chieh Chen VLM ViT 39 77 0 11 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 55 216 0 10 Jun 2024
Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization Yi Gu Zhendong Wang Yueqin Yin Yujia Xie Mingyuan Zhou 24 15 0 10 Jun 2024
OmniControlNet: Dual-stage Integration for Conditional Image Generation Yilin Wang Haiyang Xu Xiang Zhang Zeyuan Chen Zhizhou Sha Zirui Wang Zhuowen Tu VLM 22 15 0 09 Jun 2024
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Jiayi Guo Jinyi Hu Zhiyuan Liu Shiji Song Yuan Yao Gao Huang 27 14 0 08 Jun 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 37 1 0 07 Jun 2024
MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models Sanjoy Chowdhury Sayan Nag K. J. Joseph Balaji Vasan Srinivasan Dinesh Manocha DiffM 41 7 0 07 Jun 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Yang Sui Yanyu Li Anil Kag Yerlan Idelbayev Junli Cao Ju Hu Dhritiman Sagar Bo Yuan Sergey Tulyakov Jian Ren MQ 36 17 0 06 Jun 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization L. Eyring Shyamgopal Karthik Karsten Roth Alexey Dosovitskiy Zeynep Akata 74 16 0 06 Jun 2024
Zero-Painter: Training-Free Layout Control for Text-to-Image Synthesis Marianna Ohanyan Hayk Manukyan Zhangyang Wang Shant Navasardyan Humphrey Shi DiffM 48 1 0 06 Jun 2024
A-Bench: Are LMMs Masters at Evaluating AI-generated Images? Zicheng Zhang H. Wu Chunyi Li Yingjie Zhou Wei Sun Xiongkuo Min Zijian Chen Xiaohong Liu Weisi Lin Guangtao Zhai EGVM 59 15 0 05 Jun 2024
Edit Distance Robust Watermarks for Language Models Noah Golowich Ankur Moitra AAML WaLM 29 5 0 04 Jun 2024
MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training Kengo Uchida Takashi Shibuya Yuhta Takida Naoki Murata Shusuke Takahashi Shusuke Takahashi Yuki Mitsufuji VGen 42 4 0 04 Jun 2024
$Δ$ -DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers Pengtao Chen Mingzhu Shen Peng Ye Jianjian Cao Chongjun Tu C. Bouganis Yiren Zhao Tao Chen 53 26 0 03 Jun 2024