Your Diffusion Model is Secretly a Zero-Shot Classifier

28 March 2023

Papers citing "Your Diffusion Model is Secretly a Zero-Shot Classifier"

50 / 169 papers shown

Title
Image Classification Using a Diffusion Model as a Pre-Training Model Kosuke Ukita Ye Xiaolong Tsuyoshi Okita DiffM MedIm VLM 21 0 0 11 May 2025
StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation Z. Wang Haipeng Li Lin Sui Tianhao Zhou Hai Jiang Lang Nie Shuaicheng Liu DiffM VGen 42 0 0 10 May 2025
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
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms Chengkai Huang Hongtao Huang Tong Yu Kaige Xie Junda Wu Shuai Zhang Julian McAuley Dietmar Jannach Lina Yao LRM AI4CE 22 0 0 23 Apr 2025
Beyond One-Hot Labels: Semantic Mixing for Model Calibration Haoyang Luo Linwei Tao Minjing Dong Chang Xu 20 0 0 18 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 19 0 0 14 Apr 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 53 0 0 31 Mar 2025
HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation Boyuan Wang Xiaofeng Wang Chaojun Ni Guosheng Zhao Zhiqin Yang ... Yukun Zhou Xinze Chen Guan Huang Lihong Liu Xingang Wang VGen 54 2 0 31 Mar 2025
Unified Multimodal Discrete Diffusion Alexander Swerdlow Mihir Prabhudesai Siddharth Gandhi Deepak Pathak Katerina Fragkiadaki DiffM 68 0 0 26 Mar 2025
ICE: Intrinsic Concept Extraction from a Single Image via Diffusion Models Fernando Julio Cendra Kai Han VLM 51 0 0 25 Mar 2025
An Image-like Diffusion Method for Human-Object Interaction Detection Xiaofei Hui Haoxuan Qu Hossein Rahmani Jun Liu DiffM 48 0 0 23 Mar 2025
SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models Subhadeep Koley Tapas Kumar Dutta Aneeshan Sain Pinaki Nath Chowdhury A. Bhunia Yi-Zhe Song VLM 66 0 0 18 Mar 2025
TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation Victor Shea-Jay Huang Le Zhuo Yi Xin Zhaokai Wang Peng Gao Hongsheng Li DiffM 43 1 0 10 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 84 0 0 09 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 60 0 0 08 Mar 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models Bin Wu Wuxuan Shi Jinqiao Wang Mang Ye CLL VLM 40 0 0 06 Mar 2025
CoInD: Enabling Logical Compositions in Diffusion Models Sachit Gaudi Gautam Sreekumar Vishnu Naresh Boddeti CoGe 68 0 0 03 Mar 2025
HDM: Hybrid Diffusion Model for Unified Image Anomaly Detection Zekang Weng Jinjin Shi Jinwei Wang Zeming Han 38 0 0 26 Feb 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
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
Artificial Kuramoto Oscillatory Neurons Takeru Miyato Sindy Lowe Andreas Geiger Max Welling AI4CE 67 6 0 17 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
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
Dynamic Negative Guidance of Diffusion Models Felix Koulischer Johannes Deleu G. Raya T. Demeester L. Ambrogioni DiffM 49 2 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
Neural Network Diffusion Kaili Wang Dongwen Tang Boya Zeng Yida Yin Zhaopan Xu Yukun Zhou Zelin Zang Trevor Darrell Zhuang Liu Yang You DiffM 40 5 0 03 Jan 2025
[MASK] is All You Need Vincent Tao Hu Bjorn Ommer DiffM 135 2 0 09 Dec 2024
Diffusion in Zero-Shot Learning for Environmental Audio Ysobel Sims Stephan Chalup Alexandre Mendes VLM DiffM 63 0 0 04 Dec 2024
Distillation of Diffusion Features for Semantic Correspondence Frank Fundel Johannes Schusterbauer Vincent Tao Hu Bjorn Ommer DiffM 87 3 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
From Graph Diffusion to Graph Classification Jia Jun Cheng Xian Sadegh Mahdavi Renjie Liao Oliver Schulte GNN DiffM 72 0 0 26 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
D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification Minhee Jang Juheon Son Thanaporn Viriyasaranon Junho Kim Jang-Hwan Choi MedIm 23 0 0 17 Nov 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 42 1 0 16 Nov 2024
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models Shuhong Zheng Zhipeng Bao Ruoyu Zhao Martial Hebert Yu-xiong Wang DiffM 35 0 0 07 Nov 2024
Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu Zhenwei Zhang VGen MedIm 54 1 0 03 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
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 25 0 0 21 Oct 2024
Assessing Open-world Forgetting in Generative Image Model Customization Héctor Laria Alex Gomez-Villa Imad Eddine Marouf Bogdan Raducanu Bogdan Raducanu VLM DiffM 30 0 0 18 Oct 2024
Diff-DAgger: Uncertainty Estimation with Diffusion Policy for Robotic Manipulation Sung-Wook Lee Yen-Ling Kuo Yen-Ling Kuo 14 4 0 18 Oct 2024
Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models Boheng Li Yanhao Wei Yankai Fu Z. Wang Yiming Li Jie Zhang Run Wang Tianwei Zhang DiffM AAML 21 9 0 14 Oct 2024
DINTR: Tracking via Diffusion-based Interpolation Pha Nguyen Ngan Le J. Cothren Alper Yilmaz Khoa Luu DiffM 38 0 0 14 Oct 2024
Simple ReFlow: Improved Techniques for Fast Flow Models Beomsu Kim Yu-Guan Hsieh Michal Klein Marco Cuturi Jong Chul Ye Bahjat Kawar James Thornton VLM 23 7 0 10 Oct 2024
Diffusion Density Estimators Akhil Premkumar 22 0 0 09 Oct 2024
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques Benyuan Meng Qianqian Xu Zitai Wang Zhiyong Yang Xiaochun Cao Qingming Huang 14 0 0 09 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 65 59 0 09 Oct 2024
Diffusion Imitation from Observation Bo-Ruei Huang Chun-Kai Yang Chun-Mao Lai Dai-Jie Wu Shao-Hua Sun 29 4 0 07 Oct 2024
The Visualization JUDGE : Can Multimodal Foundation Models Guide Visualization Design Through Visual Perception? Matthew Berger Shusen Liu 28 0 0 05 Oct 2024