Intriguing properties of generative classifiers

28 September 2023

Papers citing "Intriguing properties of generative classifiers"

25 / 25 papers shown

Title
Latent Diffusion U-Net Representations Contain Positional Embeddings and Anomalies Jonas Loos Lorenz Linhardt 26 0 0 09 Apr 2025
Unified Multimodal Discrete Diffusion Alexander Swerdlow Mihir Prabhudesai Siddharth Gandhi Deepak Pathak Katerina Fragkiadaki DiffM 68 0 0 26 Mar 2025
Shape Bias and Robustness Evaluation via Cue Decomposition for Image Classification and Segmentation Edgar Heinert Thomas Gottwald Annika Mütze Matthias Rottmann 60 0 0 16 Mar 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
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 33 0 0 03 Jan 2025
Illusion3D: 3D Multiview Illusion with 2D Diffusion Priors Yue Feng Vaibhav Sanjay Spencer Lutz Badour Albahar Songwei Ge Jia-Bin Huang 69 1 0 12 Dec 2024
Diffusion-based Visual Anagram as Multi-task Learning Zhiyuan Xu Yinhe Chen Huan-ang Gao Weiyan Zhao Guiyu Zhang Hao Zhao DiffM 68 5 0 03 Dec 2024
How Do Training Methods Influence the Utilization of Vision Models? Paul Gavrikov Shashank Agnihotri M. Keuper J. Keuper 26 2 0 18 Oct 2024
Classification-Denoising Networks Louis Thiry Florentin Guth 29 0 0 04 Oct 2024
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models C. N. Vasconcelos Abdullah Rashwan Austin Waters Trevor Walker Keyang Xu Jimmy Yan ... Wenlei Zhou Kevin Swersky David J. Fleet Jason Baldridge Oliver Wang 39 3 0 27 May 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 38 16 0 17 Apr 2024
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies Brian Bartoldson James Diffenderfer Konstantinos Parasyris B. Kailkhura AAML 24 12 0 14 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 30 1 0 08 Apr 2024
Can Biases in ImageNet Models Explain Generalization? Paul Gavrikov J. Keuper OOD VLM 27 11 0 01 Apr 2024
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation Axel Sauer Frederic Boesel Tim Dockhorn A. Blattmann Patrick Esser Robin Rombach DiffM 29 106 0 18 Mar 2024
An Analysis of Human Alignment of Latent Diffusion Models Lorenz Linhardt Marco Morik Sidney Bender Naima Elosegui Borras DiffM 31 3 0 13 Mar 2024
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers Subhadeep Koley A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song DiffM 41 7 0 12 Mar 2024
RadEdit: stress-testing biomedical vision models via diffusion image editing Fernando Pérez-García Sam Bond-Taylor Pedro P. Sanchez B. V. Breugel Daniel Coelho De Castro ... M. Lungren A. Nori Javier Alvarez-Valle Ozan Oktay Maximilian Ilse MedIm 43 8 0 20 Dec 2023
Layerwise complexity-matched learning yields an improved model of cortical area V2 Nikhil Parthasarathy Olivier J. Hénaff Eero P. Simoncelli 27 1 0 18 Dec 2023
Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models Daniel Geng Inbum Park Andrew Owens DiffM 23 29 0 29 Nov 2023
Getting aligned on representational alignment Ilia Sucholutsky Lukas Muttenthaler Adrian Weller Andi Peng Andreea Bobu ... Thomas Unterthiner Andrew Kyle Lampinen Klaus-Robert Muller M. Toneva Thomas L. Griffiths 56 73 0 18 Oct 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception Wenliang Zhao Yongming Rao Zuyan Liu Benlin Liu Jie Zhou Jiwen Lu ObjD VLM MDE 158 214 0 03 Mar 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 517 0 02 Jan 2023
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,170 0 01 Sep 2014