Text-to-Image Diffusion Models are Zero-Shot Classifiers

27 March 2023

Papers citing "Text-to-Image Diffusion Models are Zero-Shot Classifiers"

50 / 83 papers shown

Title
Automated Learning of Semantic Embedding Representations for Diffusion Models Limai Jiang Yunpeng Cai DiffM 23 0 0 09 May 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 50 0 0 24 Apr 2025
Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning Huajie Jiang Z. Li Xiaohan Yu Yongli Hu Baocai Yin Jian Yang Yuankai Qi VLM 35 0 0 29 Mar 2025
FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data Classification J. Wang Weiwei Song Hao Chen J. Ren Huimin Zhao 62 0 0 18 Mar 2025
Text-to-3D Generation using Jensen-Shannon Score Distillation Khoi Do Binh-Son Hua DiffM 47 0 0 08 Mar 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification Mingkun Zhang Keping Bi Wei Chen J. Guo Xueqi Cheng BDL VLM 47 1 0 25 Feb 2025
LaRE $^2$ : Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection Yunpeng Luo Junlong Du Ke Yan Shouhong Ding DiffM 132 17 0 24 Feb 2025
On the Vulnerability of Concept Erasure in Diffusion Models Lucas Beerens Alex D. Richardson K. Zhang Dongdong Chen DiffM 60 2 0 24 Feb 2025
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification Jiachen Li Xiaojin Gong DiffM 79 0 0 10 Feb 2025
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free Gian Mario Favero Parham Saremi Emily Kaczmarek Brennan Nichyporuk Tal Arbel DiffM MedIm 62 0 0 06 Feb 2025
TDM: Temporally-Consistent Diffusion Model for All-in-One Real-World Video Restoration Yizhou Li Zihua Liu Yusuke Monno Masatoshi Okutomi DiffM VGen 26 1 0 04 Jan 2025
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better Scott Geng Cheng-Yu Hsieh Vivek Ramanujan Matthew Wallingford Chun-Liang Li Pang Wei Koh Ranjay Krishna DiffM 57 6 0 03 Jan 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 28 0 0 03 Jan 2025
Diffusion in Zero-Shot Learning for Environmental Audio Ysobel Sims Stephan Chalup Alexandre Mendes VLM DiffM 63 0 0 04 Dec 2024
Pretrained Reversible Generation as Unsupervised Visual Representation Learning Rongkun Xue Jinouwen Zhang Yazhe Niu Dazhong Shen Bingqi Ma Yu Liu Jing Yang 65 0 0 29 Nov 2024
$$\textit{Revelio}$: Interpreting and leveraging semantic information in diffusion models$ $\textit{Revelio}$ : Interpreting and leveraging semantic information in diffusion models Dahye Kim Xavier Thomas Deepti Ghadiyaram 67 0 0 23 Nov 2024
Zero-Shot Load Forecasting with Large Language Models Wenlong Liao Zhe Yang Mengshuo Jia Christian Rehtanz Jiannong Fang F. Porté-Agel BDL 78 0 0 18 Nov 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 44 1 0 16 Nov 2024
Multi-Class Textual-Inversion Secretly Yields a Semantic-Agnostic Classifier Kai Wang Fei Yang Bogdan Raducanu Joost van de Weijer 26 1 0 29 Oct 2024
Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion Yijun Liang Shweta Bhardwaj Tianyi Zhou 26 0 0 17 Oct 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 45 1 0 17 Oct 2024
Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content Qiuheng Wang Yukai Shi Jiarong Ou R. J. Chen Ke Lin ... Mingwu Zheng Xin Tao Fei Yang Pengfei Wan Di Zhang VGen 83 18 0 10 Oct 2024
Classification-Denoising Networks Louis Thiry Florentin Guth 29 0 0 04 Oct 2024
Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models Saurav Jha Shiqi Yang Masato Ishii Mengjie Zhao Christian Simon Muhammad Jehanzeb Mirza Dong Gong Lina Yao Shusuke Takahashi Yuki Mitsufuji DiffM 58 2 0 01 Oct 2024
DeBaRA: Denoising-Based 3D Room Arrangement Generation Léopold Maillard Nicolas Sereyjol-Garros Tom Durand Maks Ovsjanikov DiffM 3DV 28 2 0 26 Sep 2024
AnyLogo: Symbiotic Subject-Driven Diffusion System with Gemini Status Jinghao Zhang Wen Qian Hao Luo Fan Wang Feng Zhao DiffM 26 0 0 26 Sep 2024
TextToon: Real-Time Text Toonify Head Avatar from Single Video Luchuan Song Lele Chen Celong Liu Pinxin Liu Chenliang Xu DiffM 21 7 0 23 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction Hang Li Wei Jin Geri Skenderi Harry Shomer Wenzhuo Tang Wenqi Fan Jiliang Tang DiffM 21 0 0 13 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 37 11 0 11 Sep 2024
What happens to diffusion model likelihood when your model is conditional? Mattias Cross Anton Ragni DiffM 27 0 0 10 Sep 2024
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden H. Ullah M. S. Siddiqui Fadi Al-Machot DiffM 26 0 0 31 Aug 2024
ResVG: Enhancing Relation and Semantic Understanding in Multiple Instances for Visual Grounding Minghang Zheng Jiahua Zhang Qingchao Chen Yuxin Peng Yang Liu ObjD 19 2 0 29 Aug 2024
GenRec: Unifying Video Generation and Recognition with Diffusion Models Zejia Weng Xitong Yang Zhen Xing Zuxuan Wu Yu-Gang Jiang VGen DiffM 25 5 0 27 Aug 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 40 4 0 23 Aug 2024
Deep Generative Classification of Blood Cell Morphology Simon Deltadahl J. Gilbey C. V. Laer Nancy Boeckx M. Leers ... Nicholas S. Gleadall Carola-Bibiane Schönlieb S. Sivapalaratnam Michael Roberts P. Nachev DiffM MedIm 28 0 0 16 Aug 2024
Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment Yuze Zheng Zixuan Li Xiangxian Li Jinxing Liu Yuqing Wang Xiangxu Meng Lei Meng DiffM 20 2 0 26 Jul 2024
CycleHOI: Improving Human-Object Interaction Detection with Cycle Consistency of Detection and Generation Yisen Wang Yao Teng Limin Wang DiffM 30 1 0 16 Jul 2024
Understanding Visual Concepts Across Models Brandon Trabucco Max Gurinas Kyle Doherty Ruslan Salakhutdinov VLM 29 0 0 11 Jun 2024
Constrained Ensemble Exploration for Unsupervised Skill Discovery Chenjia Bai Rushuai Yang Qiaosheng Zhang Kang Xu Yi Chen Ting Xiao Xuelong Li OffRL 31 3 0 25 May 2024
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models Konstantinos Vilouras Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 37 2 0 19 Apr 2024
Prompt-Driven Feature Diffusion for Open-World Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo DiffM 29 0 0 17 Apr 2024
GazeHTA: End-to-end Gaze Target Detection with Head-Target Association Zhi-Yi Lin Jouh Yeong Chew J. C. V. Gemert Xucong Zhang 36 1 0 16 Apr 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li-Na Song Wenjun Zhang Zhiwu Huang MLLM 36 0 0 15 Apr 2024
RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion Jaidev Shriram Alex Trevithick Lingjie Liu Ravi Ramamoorthi DiffM 3DGS 65 54 0 10 Apr 2024
Investigating the Effectiveness of Cross-Attention to Unlock Zero-Shot Editing of Text-to-Video Diffusion Models Saman Motamed Wouter Van Gansbeke Luc Van Gool VGen DiffM 24 1 0 08 Apr 2024
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models Barbara Toniella Corradini Mustafa Shukor Paul Couairon Guillaume Couairon Franco Scarselli Matthieu Cord DiffM VLM 38 4 0 29 Mar 2024
Click to Grasp: Zero-Shot Precise Manipulation via Visual Diffusion Descriptors Nikolaos Tsagkas Jack Rome S. Ramamoorthy Oisin Mac Aodha Chris Xiaoxuan Lu 19 6 0 21 Mar 2024
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation Yasufumi Kawano Yoshimitsu Aoki DiffM 21 4 0 17 Mar 2024
An Analysis of Human Alignment of Latent Diffusion Models Lorenz Linhardt Marco Morik Sidney Bender Naima Elosegui Borras DiffM 24 3 0 13 Mar 2024
Discriminative Probing and Tuning for Text-to-Image Generation Leigang Qu Wenjie Wang Yongqi Li Hanwang Zhang Liqiang Nie Tat-Seng Chua 31 7 0 07 Mar 2024