图像生成

InVi: Object Insertion In Videos Using Off-the-Shelf Diffusion Models

Nirat Saini, Navaneeth Bodla, Ashish Shrivastava, Avinash Ravichandran, Xiao Zhang, Abhinav Shrivastava, Bharat Singh

专题命中 扩散模型 ：diffusion(title,abstract)；text-to-image(abstract)；inpainting(abstract)；分类 cs.CV

Instant 3D Human Avatar Generation using Image Diffusion Models

Nikos Kolotouros, Thiemo Alldieck, Enric Corona, Eduard Gabriel Bazavan, Cristian Sminchisescu

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；image synthesis(abstract)；分类 cs.CV

Comments Camera-ready version

ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction

Shaozhe Hao, Kai Han, Zhengyao Lv, Shihao Zhao, Kwan-Yee K. Wong

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Comments ECCV 2024, Project page: https://haoosz.github.io/ConceptExpress/

Beware of diffusion models for synthesizing medical images -- A comparison with GANs in terms of memorizing brain MRI and chest x-ray images

Muhammad Usman Akbar, Wuhao Wang, Anders Eklund

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Comments 14 Pages, 6 Figures

DiCTI: Diffusion-based Clothing Designer via Text-guided Input

Ajda Lampe, Julija Stopar, Deepak Kumar Jain, Shinichiro Omachi, Peter Peer, Vitomir Štruc

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(abstract)；image synthesis(abstract)；分类 cs.CV

Comments Accepted to FG 2024

Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models

Ruibin Li, Ruihuang Li, Song Guo, Lei Zhang

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；image editing(abstract)；分类 cs.CV

Accelerating Diffusion Sampling with Optimized Time Steps

Shuchen Xue, Zhaoqiang Liu, Fei Chen, Shifeng Zhang, Tianyang Hu, Enze Xie, Zhenguo Li

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；image synthesis(abstract)；分类 cs.CV

Comments CVPR 2024

Toward a Diffusion-Based Generalist for Dense Vision Tasks

Yue Fan, Yongqin Xian, Xiaohua Zhai, Alexander Kolesnikov, Muhammad Ferjad Naeem, Bernt Schiele, Federico Tombari

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Comments Published at CVPR 2024 as a workshop paper

Network Bending of Diffusion Models for Audio-Visual Generation

Luke Dzwonczyk, Carmine Emanuele Cella, David Ban

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；image editing(abstract)；分类 cs.MM

Comments 8 pages, 5 figures, to be published in the proceedings of the 27th International Conference on Digital Audio Effects (DAFx24), for additional image and video examples see https://dzluke.github.io/DAFX2024/

CLIPAway: Harmonizing Focused Embeddings for Removing Objects via Diffusion Models

Yigit Ekin, Ahmet Burak Yildirim, Erdem Eren Caglar, Aykut Erdem, Erkut Erdem, Aysegul Dundar

专题命中 扩散模型 ：diffusion(title,abstract)；image editing(abstract)；inpainting(abstract)；分类 cs.CV

Comments Project page: https://yigitekin.github.io/CLIPAway/

FontStudio: Shape-Adaptive Diffusion Model for Coherent and Consistent Font Effect Generation

Xinzhi Mu, Li Chen, Bohan Chen, Shuyang Gu, Jianmin Bao, Dong Chen, Ji Li, Yuhui Yuan

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Comments Project-page: https://font-studio.github.io/

The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise

Yuanhao Ban, Ruochen Wang, Tianyi Zhou, Boqing Gong, Cho-Jui Hsieh, Minhao Cheng

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Contextualized Diffusion Models for Text-Guided Image and Video Generation

Ling Yang, Zhilong Zhang, Zhaochen Yu, Jingwei Liu, Minkai Xu, Stefano Ermon, Bin Cui

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Comments ICLR 2024. Project: https://github.com/YangLing0818/ContextDiff

Dimba: Transformer-Mamba Diffusion Models

Zhengcong Fei, Mingyuan Fan, Changqian Yu, Debang Li, Youqiang Zhang, Junshi Huang

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning

Ruchika Chavhan, Da Li, Timothy Hospedales

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models

René Haas, Inbar Huberman-Spiegelglas, Rotem Mulayoff, Stella Graßhof, Sami S. Brandt, Tomer Michaeli

专题命中 扩散模型 ：diffusion(title,abstract)；image editing(abstract)；image synthesis(abstract)；分类 cs.CV

Lateralization MLP: A Simple Brain-inspired Architecture for Diffusion

Zizhao Hu, Mohammad Rostami

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Zhimin Li, Jianwei Zhang, Qin Lin, Jiangfeng Xiong, Yanxin Long, Xinchi Deng, Yingfang Zhang, Xingchao Liu, Minbin Huang, Zedong Xiao, Dayou Chen, Jiajun He, Jiahao Li, Wenyue Li, Chen Zhang, Rongwei Quan, Jianxiang Lu, Jiabin Huang, Xiaoyan Yuan, Xiaoxiao Zheng, Yixuan Li, Jihong Zhang, Chao Zhang, Meng Chen, Jie Liu, Zheng Fang, Weiyan Wang, Jinbao Xue, Yangyu Tao, Jianchen Zhu, Kai Liu, Sihuan Lin, Yifu Sun, Yun Li, Dongdong Wang, Mingtao Chen, Zhichao Hu, Xiao Xiao, Yan Chen, Yuhong Liu, Wei Liu, Di Wang, Yong Yang, Jie Jiang, Qinglin Lu

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Comments Project Page: https://dit.hunyuan.tencent.com/

Frequency-Time Diffusion with Neural Cellular Automata

John Kalkhof, Arlene Kühn, Yannik Frisch, Anirban Mukhopadhyay

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(abstract)；image synthesis(abstract)；分类 cs.CV

On Manipulating Scene Text in the Wild with Diffusion Models

Joshua Santoso, Christian Simon, Williem

专题命中 扩散模型 ：diffusion(title,abstract)；text-to-image(abstract)；image editing(abstract)；分类 cs.CV

Comments Accepted to WACV 2024

HiDiffusion: Unlocking Higher-Resolution Creativity and Efficiency in Pretrained Diffusion Models

Shen Zhang, Zhaowei Chen, Zhenyu Zhao, Yuhao Chen, Yao Tang, Jiajun Liang

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；image synthesis(abstract)；分类 cs.CV

Trinity Detector:text-assisted and attention mechanisms based spectral fusion for diffusion generation image detection

Jiawei Song, Dengpan Ye, Yunming Zhang

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners

Xuehai He, Weixi Feng, Tsu-Jui Fu, Varun Jampani, Arjun Akula, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

GLoD: Composing Global Contexts and Local Details in Image Generation

Moyuru Yamada

专题命中 扩散模型 ：image generation(title,abstract)；text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models

Vitali Petsiuk, Kate Saenko

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

PI3D: Efficient Text-to-3D Generation with Pseudo-Image Diffusion

Ying-Tian Liu, Yuan-Chen Guo, Guan Luo, Heyi Sun, Wei Yin, Song-Hai Zhang

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Comments Accepted by CVPR 2024

LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights

Thibault Castells, Hyoung-Kyu Song, Bo-Kyeong Kim, Shinkook Choi

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Comments 8 pages, accepted to CVPR24 First Workshop on Efficient and On-Device Generation (EDGE)

GBSD: Generative Bokeh with Stage Diffusion

Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar

专题命中 扩散模型 ：diffusion(title,abstract)；text-to-image(abstract)；image synthesis(abstract)；分类 cs.CV

Comments Short Version is accepted by International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2024

LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?

Yuchi Wang, Shuhuai Ren, Rundong Gao, Linli Yao, Qingyan Guo, Kaikai An, Jianhong Bai, Xu Sun

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Diffscaler: Enhancing the Generative Prowess of Diffusion Transformers

Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV