图像生成

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

UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion

Junsheng Zhou, Weiqi Zhang, Baorui Ma, Kanle Shi, Yu-Shen Liu, Zhizhong Han

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

Comments To appear at CVPR2024. Project page: https://weiqi-zhang.github.io/UDiFF

Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On

Xu Yang, Changxing Ding, Zhibin Hong, Junhao Huang, Jin Tao, Xiangmin Xu

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

Comments CVPR 2024

Text-image Alignment for Diffusion-based Perception

Neehar Kondapaneni, Markus Marks, Manuel Knott, Rogerio Guimaraes, Pietro Perona

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

Comments Project page: https://www.vision.caltech.edu/tadp/, Code page: github.com/damaggu/TADP

An Intermediate Fusion ViT Enables Efficient Text-Image Alignment in Diffusion Models

Zizhao Hu, Shaochong Jia, Mohammad Rostami

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

Video Editing via Factorized Diffusion Distillation

Uriel Singer, Amit Zohar, Yuval Kirstain, Shelly Sheynin, Adam Polyak, Devi Parikh, Yaniv Taigman

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

Zippo: Zipping Color and Transparency Distributions into a Single Diffusion Model

Kangyang Xie, Binbin Yang, Hao Chen, Meng Wang, Cheng Zou, Hui Xue, Ming Yang, Chunhua Shen

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

Key-point Guided Deformable Image Manipulation Using Diffusion Model

Seok-Hwan Oh, Guil Jung, Myeong-Gee Kim, Sang-Yun Kim, Young-Min Kim, Hyeon-Jik Lee, Hyuk-Sool Kwon, Hyeon-Min Bae

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

Comments 24 pages

StableGarment: Garment-Centric Generation via Stable Diffusion

Rui Wang, Hailong Guo, Jiaming Liu, Huaxia Li, Haibo Zhao, Xu Tang, Yao Hu, Hao Tang, Peipei Li

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

HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion

Xian Liu, Jian Ren, Aliaksandr Siarohin, Ivan Skorokhodov, Yanyu Li, Dahua Lin, Xihui Liu, Ziwei Liu, Sergey Tulyakov

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 ICLR 2024, camera-ready version. Project Page: https://snap-research.github.io/HyperHuman/

One-Dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications

Mengyao Lyu, Yuhong Yang, Haiwen Hong, Hui Chen, Xuan Jin, Yuan He, Hui Xue, Jungong Han, Guiguang Ding

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

Comments CVPR 2024

BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference

Siqi Kou, Lei Gan, Dequan Wang, Chongxuan Li, Zhijie Deng

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