Title
Diversity-Rewarded CFG Distillation Geoffrey Cideron A. Agostinelli Johan Ferret Sertan Girgin Romuald Elie Olivier Bachem Sarah Perrin Alexandre Ramé 34 2 0 08 Oct 2024
Learning on LoRAs: GL-Equivariant Processing of Low-Rank Weight Spaces for Large Finetuned Models Theo Putterman Derek Lim Yoav Gelberg Stefanie Jegelka Haggai Maron AI4CE 43 5 0 05 Oct 2024
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization Zichen Miao Zhengyuan Yang Kevin Lin Ze Wang Zicheng Liu Lijuan Wang Qiang Qiu 40 3 0 04 Oct 2024
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding Doohyuk Jang Sihwan Park J. Yang Yeonsung Jung Jihun Yun Souvik Kundu Sung-Yub Kim Eunho Yang 40 7 0 04 Oct 2024
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models Seyedmorteza Sadat Otmar Hilliges Romann M. Weber DiffM 18 8 0 03 Oct 2024
CaLMFlow: Volterra Flow Matching using Causal Language Models Sizhuang He Daniel Levine Ivan Vrkic Marco Francesco Bressana David Zhang S. Rizvi Yangtian Zhang E. Zappala David van Dijk 17 0 0 03 Oct 2024
Loong: Generating Minute-level Long Videos with Autoregressive Language Models Yuqing Wang Tianwei Xiong Daquan Zhou Zhijie Lin Yang Zhao Bingyi Kang Jiashi Feng Xihui Liu VGen 46 23 0 03 Oct 2024
ControlAR: Controllable Image Generation with Autoregressive Models Zongming Li Tianheng Cheng Shoufa Chen Peize Sun Haocheng Shen Longjin Ran Xiaoxin Chen Wenyu Liu Xinggang Wang DiffM 132 14 0 03 Oct 2024
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation Liang Chen Sinan Tan Zefan Cai Weichu Xie Haozhe Zhao Yichi Zhang Junyang Lin Jinze Bai Tianyu Liu Baobao Chang ViT 50 3 0 02 Oct 2024
Data Extrapolation for Text-to-image Generation on Small Datasets Senmao Ye Fei Liu 21 0 0 02 Oct 2024
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding Yao Teng Han Shi Xian Liu Xuefei Ning Guohao Dai Yu Wang Zhenguo Li Xihui Liu 48 10 0 02 Oct 2024
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing Haotian Sun Tao Lei Bowen Zhang Yanghao Li Haoshuo Huang Ruoming Pang Bo Dai Nan Du DiffM MoE 73 5 0 02 Oct 2024
MCGM: Mask Conditional Text-to-Image Generative Model Rami Skaik Leonardo Rossi Tomaso Fontanini Andrea Prati DiffM 28 0 0 01 Oct 2024
CusConcept: Customized Visual Concept Decomposition with Diffusion Models Zhi Xu Shaozhe Hao Kai Han DiffM 25 4 0 01 Oct 2024
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function Chenyi Zhuang Ying Hu Pan Gao DiffM VLM 36 12 0 30 Sep 2024
MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation Wenchao Chen Liqiang Niu Ziyao Lu Fandong Meng Jie Zhou Mamba 30 4 0 30 Sep 2024
Emu3: Next-Token Prediction is All You Need Xinlong Wang Xiaosong Zhang Zhengxiong Luo Quan-Sen Sun Yufeng Cui ... Xi Yang Jingjing Liu Yonghua Lin Tiejun Huang Zhongyuan Wang MLLM 34 147 0 27 Sep 2024
Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey Yi Zhang Zhen Chen Chih-Hong Cheng Wenjie Ruan Xiaowei Huang Dezong Zhao David Flynn Siddartha Khastgir Xingyu Zhao MedIm 30 3 0 26 Sep 2024
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule Hongtao Huang Xiaojun Chang Lina Yao 23 0 0 26 Sep 2024
MonoFormer: One Transformer for Both Diffusion and Autoregression Chuyang Zhao Yuxing Song Wenhao Wang Haocheng Feng Errui Ding Yifan Sun Xinyan Xiao Jingdong Wang DiffM 26 17 0 24 Sep 2024
MaskBit: Embedding-free Image Generation via Bit Tokens Mark Weber Lijun Yu Qihang Yu XueQing Deng Xiaohui Shen Daniel Cremers Liang-Chieh Chen DiffM 49 27 0 24 Sep 2024
TFG: Unified Training-Free Guidance for Diffusion Models Haotian Ye Haowei Lin Jiaqi Han Minkai Xu Sheng Liu Yitao Liang Jianzhu Ma James Zou Stefano Ermon 24 13 0 24 Sep 2024
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images Zhecan Wang Junzhang Liu Chia-Wei Tang Hani Alomari Anushka Sivakumar ... Haoxuan You A. Ishmam Kai-Wei Chang Shih-Fu Chang Chris Thomas CoGe VLM 59 2 0 19 Sep 2024
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences through $f$ -divergence Minimization Haoyuan Sun Bo Xia Yongzhe Chang Xueqian Wang EGVM 35 2 0 15 Sep 2024
TextureDiffusion: Target Prompt Disentangled Editing for Various Texture Transfer Zihan Su Junhao Zhuang Chun Yuan DiffM 34 0 0 15 Sep 2024
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection Yaning Zhang Tianyi Wang Zitong Yu Zan Gao Linlin Shen Shengyong Chen DiffM 65 3 0 15 Sep 2024
SongCreator: Lyrics-based Universal Song Generation Shun Lei Yixuan Zhou Boshi Tang Max W. Y. Lam Feng Liu Hangyu Liu Jingcheng Wu Shiyin Kang Zhiyong Wu Helen Meng 36 4 0 09 Sep 2024
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors Haiyu Wu Jaskirat Singh Sicong Tian Liang Zheng Kevin W. Bowyer CVBM 42 3 0 04 Sep 2024
Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization Vage Egiazarian Denis Kuznedelev Anton Voronov Ruslan Svirschevski Michael Goin Daniil Pavlov Dan Alistarh Dmitry Baranchuk MQ 31 0 0 31 Aug 2024
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation Zanlin Ni Yulin Wang Renping Zhou Rui Lu Jiayi Guo Jinyi Hu Zhiyuan Liu Yuan Yao Gao Huang 25 7 0 31 Aug 2024
One-Shot Learning Meets Depth Diffusion in Multi-Object Videos Anisha Jain VGen DiffM MDE 24 1 0 29 Aug 2024
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators Nikita Kister István Sárándi Anna Khoreva Gerard Pons-Moll 47 0 0 28 Aug 2024
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher T. Dao Thuan Hoang Nguyen T. Le D. Vu Khoi Nguyen Cuong Pham Anh Tran DiffM 29 11 0 26 Aug 2024
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model Chunting Zhou Lili Yu Arun Babu Kushal Tirumala Michihiro Yasunaga Leonid Shamis Jacob Kahn Xuezhe Ma Luke Zettlemoyer Omer Levy DiffM 23 145 0 20 Aug 2024
Can Large Language Models Understand Symbolic Graphics Programs? Zeju Qiu Weiyang Liu Haiwen Feng Zhen Liu Tim Z. Xiao Katherine M. Collins J. Tenenbaum Adrian Weller Michael J. Black Bernhard Schölkopf 46 11 0 15 Aug 2024
Multitask and Multimodal Neural Tuning for Large Models Hao Sun Yu Song Jihong Hu Yen-Wei Chen Lanfen Lin VLM 16 0 0 06 Aug 2024
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining Dongyang Liu Shitian Zhao Le Zhuo Weifeng Lin Yu Qiao Xinyue Li Qi Qin Yu Qiao Hongsheng Li Peng Gao MLLM 60 48 0 05 Aug 2024
LEGO: Self-Supervised Representation Learning for Scene Text Images Yujin Ren Jiaxin Zhang Lianwen Jin SSL 26 0 0 04 Aug 2024
Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion Honglei Miao Fan Ma Ruijie Quan Kun Zhan Yi Yang AAML 34 0 0 01 Aug 2024
Fine-gained Zero-shot Video Sampling Dengsheng Chen Jie Hu Javier Segovia-Aguas Enhua Wu VGen DiffM 16 0 0 31 Jul 2024
MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training Rivik Setty Chengjin Xu Vinay Setty Jian Guo 27 12 0 31 Jul 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 23 7 0 29 Jul 2024
Diffusion Models for Multi-Task Generative Modeling Changyou Chen Han Ding Bunyamin Sisman Yi Tian Xu Ouye Xie Benjamin Z. Yao Son Dinh Tran Belinda Zeng DiffM 35 4 0 24 Jul 2024
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget Vikash Sehwag Xianghao Kong Jingtao Li Michael Spranger Lingjuan Lyu DiffM 32 8 0 22 Jul 2024
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning Zhecan Wang Garrett Bingham Adams Wei Yu Quoc V. Le Thang Luong Golnaz Ghiasi MLLM LRM 35 9 0 22 Jul 2024
LSReGen: Large-Scale Regional Generator via Backward Guidance Framework Bowen Zhang Cheng Yang Xuanhui Liu DiffM 14 0 0 21 Jul 2024
Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives D. Hagos Rick Battle Danda B. Rawat LM&MA OffRL 20 21 0 20 Jul 2024
Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking Zhiyuan Ma Guoli Jia Biqing Qi Bowen Zhou WIGM 58 9 0 18 Jul 2024
Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception Phillip Mueller Lars Mikelsons AI4CE 30 1 0 15 Jul 2024
Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey Chenyu Zhang Mingwang Hu Wenhui Li Lanjun Wang 37 13 0 10 Jul 2024