Title
SPARKE: Scalable Prompt-Aware Diversity Guidance in Diffusion Models via RKE Score Mohammad Jalali Haoyu Lei Amin Gohari Farzan Farnia DiffM 68 0 0 11 Jun 2025
Towards an Explainable Comparison and Alignment of Feature Embeddings Mohammad Jalali Bahar Dibaei Nia Farzan Farnia 70 0 0 06 Jun 2025
Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance Badr Moufad Yazid Janati Alain Durmus Ahmed Ghorbel Eric Moulines Jimmy Olsson DiffM 85 0 0 27 May 2025
Entropic Time Schedulers for Generative Diffusion Models Dejan Stancevic Luca Ambrogioni L. Ambrogioni DiffM OOD 98 0 0 18 Apr 2025
Generalization through variance: how noise shapes inductive biases in diffusion models John J. Vastola DiffM 493 5 0 16 Apr 2025
ID-Booth: Identity-consistent Face Generation with Diffusion Models Darian Tomašević Fadi Boutros Chenhao Lin Naser Damer Vitomir Štruc Peter Peer DiffM 149 1 0 10 Apr 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 193 1 0 26 Mar 2025
AugGen: Synthetic Augmentation Can Improve Discriminative Models Parsa Rahimi Damien Teney S´ebastien Marcel 140 2 0 14 Mar 2025
Conformal Prediction Sets Can Cause Disparate Impact Jesse C. Cresswell Bhargava Kumar Yi Sui Mouloud Belbahri FaML 540 2 0 17 Feb 2025
The Vendiscope: An Algorithmic Microscope For Data Collections Amey P. Pasarkar Adji Bousso Dieng 95 2 0 15 Feb 2025
PDA: Generalizable Detection of AI-Generated Images via Post-hoc Distribution Alignment Li Wang Wenyu Chen Zheng Li Shanqing Guo 104 0 0 15 Feb 2025
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification V. Vadori Jean-Marie Graic A. Peruffo L. Finos Ujwala Kiran Chaudhari Enrico Grisan DiffM MedIm 148 0 0 12 Feb 2025
Recommendations Beyond Catalogs: Diffusion Models for Personalized Generation Gabriel Patron Zhiwei Xu Ishan Kapnadak Felipe Maia Polo DiffM 74 1 0 05 Feb 2025
Towards Scalable Topological Regularizers Hiu-Tung Wong Darrick Lee Hong Yan BDL 137 0 0 24 Jan 2025
A Geometric Framework for Understanding Memorization in Generative Models Brendan Leigh Ross Hamidreza Kamkari Tongzi Wu Rasa Hosseinzadeh Zhaoyan Liu George Stein Jesse C. Cresswell Gabriel Loaiza-Ganem 154 9 0 31 Oct 2024
Do Vendi Scores Converge with Finite Samples? Truncated Vendi Score for Finite-Sample Convergence Guarantees Azim Ospanov Farzan Farnia 227 3 0 29 Oct 2024
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 195 0 0 21 Oct 2024
Edge-preserving noise for diffusion models Jente Vandersanden Sascha Holl Xingchang Huang Gurprit Singh DiffM 132 2 0 02 Oct 2024
DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning Tobias Lingenberg Markus Reuter Gopika Sudhakaran Dominik Gojny Stefan Roth Simone Schaub-Meyer DiffM 126 3 0 26 Aug 2024
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models Seyedmorteza Sadat Manuel Kansy Otmar Hilliges Romann M. Weber 106 14 0 02 Jul 2024
RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection Zhiyuan He Pin-Yu Chen Tsung-Yi Ho 103 13 0 30 May 2024
DOCCI: Descriptions of Connected and Contrasting Images Yasumasa Onoe Sunayana Rane Zachary Berger Yonatan Bitton Jaemin Cho ... Zarana Parekh Jordi Pont-Tuset Garrett Tanzer Su Wang Jason Baldridge 119 63 0 30 Apr 2024
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F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation M. M. Ho Shikha Dubey Yosep Chong Beatrice Knudsen Tolga Tasdizen MedIm AI4CE 86 5 0 19 Apr 2024
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian DiffM MedIm 113 10 0 17 Mar 2024
Rethinking cluster-conditioned diffusion models Nikolas Adaloglou Tim Kaiser Félix D. P. Michels M. Kollmann VLM 84 3 0 01 Mar 2024
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation Pablo Lemos Sammy N. Sharief Nikolay Malkin Laurence Perreault Levasseur Y. Hezaveh Laurence Perreault-Levasseur Yashar Hezaveh 98 3 0 06 Feb 2024
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation Lokesh Veeramacheneni Moritz Wolter Hildegard Kuehne Juergen Gall EGVM 81 6 0 23 Dec 2023
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning Amey P. Pasarkar Adji Bousso Dieng 118 13 0 19 Oct 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 186 56 0 07 Jun 2023
Efficient Image Generation with Variadic Attention Heads Steven Walton Ali Hassani Xingqian Xu Zhangyang Wang Humphrey Shi ViT 93 23 0 10 Nov 2022
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 372 4,115 0 17 Jun 2020