Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now

28 November 2023

D. A. Forsyth

Anand Bhattad

GAN

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Papers citing "Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now"

28 / 28 papers shown

Title
MirrorVerse: Pushing Diffusion Models to Realistically Reflect the World Ankit Dhiman Manan Shah R. V. Babu 24 0 0 21 Apr 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis Jialuo Li Wenhao Chai Xingyu Fu Haiyang Xu Saining Xie MedIm 38 0 0 17 Apr 2025
FakeScope: Large Multimodal Expert Model for Transparent AI-Generated Image Forensics Yixuan Li Yu Tian Yipo Huang Wei Lu Shiqi Wang Weisi Lin Anderson de Rezende Rocha 54 0 0 31 Mar 2025
Recent Advances on Generalizable Diffusion-generated Image Detection Qijie Xu Defang Chen Jiawei Chen Siwei Lyu C. Wang 73 0 0 27 Feb 2025
Characterizing Photorealism and Artifacts in Diffusion Model-Generated Images Negar Kamali Karyn Nakamura Aakriti Kumar Angelos Chatzimparmpas Jessica Hullman Matthew Groh 56 0 0 17 Feb 2025
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 116 1 0 07 Feb 2025
Any-Resolution AI-Generated Image Detection by Spectral Learning Dimitrios Karageorgiou Symeon Papadopoulos I. Kompatsiaris Efstratios Gavves 101 0 0 28 Nov 2024
Fake It Until You Break It: On the Adversarial Robustness of AI-generated Image Detectors Sina Mavali Jonas Ricker David Pape Yash Sharma Asja Fischer Lea Schönherr AAML 31 3 0 02 Oct 2024
Zero-Shot Detection of AI-Generated Images D. Cozzolino Giovanni Poggi Matthias Nießner L. Verdoliva 38 10 0 24 Sep 2024
Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering Ruofan Liang Zan Gojcic Merlin Nimier-David David Acuna Nandita Vijaykumar Sanja Fidler Zian Wang DiffM 38 8 0 19 Aug 2024
Synthetic Photography Detection: A Visual Guidance for Identifying Synthetic Images Created by AI Melanie Mathys Marco Willi Raphael Meier 33 3 0 12 Aug 2024
What Matters in Detecting AI-Generated Videos like Sora? Chirui Chang Zhengzhe Liu Xiaoyang Lyu Xiaojuan Qi DiffM VGen 85 6 0 27 Jun 2024
ROADWork Dataset: Learning to Recognize, Observe, Analyze and Drive Through Work Zones Anurag Ghosh R. Tamburo Shen Zheng Juan R. Alvarez-Padilla Hailiang Zhu Michael Cardei Nicholas Dunn Christoph Mertz Srinivasa G. Narasimhan 34 1 0 11 Jun 2024
CAT3D: Create Anything in 3D with Multi-View Diffusion Models Ruiqi Gao Aleksander Holynski Philipp Henzler Arthur Brussee Ricardo Martín Brualla Pratul P. Srinivasan Jonathan T. Barron Ben Poole 29 149 0 16 May 2024
At the edge of a generative cultural precipice Diego Porres Alex Gomez-Villa 17 0 0 30 Apr 2024
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet D. Tariang Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva 30 8 0 30 Apr 2024
Probing the 3D Awareness of Visual Foundation Models Mohamed El Banani Amit Raj Kevis-Kokitsi Maninis Abhishek Kar Yuanzhen Li Michael Rubinstein Deqing Sun Leonidas J. Guibas Justin Johnson Varun Jampani 28 79 0 12 Apr 2024
VersaT2I: Improving Text-to-Image Models with Versatile Reward Jianshu Guo Wenhao Chai Jie Deng Hsiang-Wei Huang Tianbo Ye Yichen Xu Jiawei Zhang Jenq-Neng Hwang Gaoang Wang VLM 36 15 0 27 Mar 2024
Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets Patrick Grommelt Louis Weiss Franz-Josef Pfreundt J. Keuper 24 17 0 26 Mar 2024
Collaborative Control for Geometry-Conditioned PBR Image Generation Shimon Vainer Mark Boss Mathias Parger Konstantin Kutsy Dante De Nigris Ciara Rowles Nicolas Perony Simon Donné DiffM 24 12 0 08 Feb 2024
A Single Simple Patch is All You Need for AI-generated Image Detection Jiaxuan Chen Jieteng Yao Li Niu 11 22 0 02 Feb 2024
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation Max W.F. Ku Dongfu Jiang Cong Wei Xiang Yue Wenhu Chen 24 49 0 22 Dec 2023
Holistic Evaluation of Text-To-Image Models Tony Lee Michihiro Yasunaga Chenlin Meng Yifan Mai Joon Sung Park ... Jun-Yan Zhu Fei-Fei Li Jiajun Wu Stefano Ermon Percy Liang 139 125 0 07 Nov 2023
A General Protocol to Probe Large Vision Models for 3D Physical Understanding Guanqi Zhan Chuanxia Zheng Weidi Xie Andrew Zisserman DiffM 17 14 0 10 Oct 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 247 4,223 0 30 Jan 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,110 0 28 Jan 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 14,047 0 02 Dec 2016