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Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning

7 March 2019

Xi Shen

Papers citing "Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning"

28 / 28 papers shown

Title
Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images Boyang Deng Songyou Peng Kyle Genova Gordon Wetzstein Noah Snavely Leonidas Guibas Thomas Funkhouser HAI 464 0 0 11 Apr 2025
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images Sheng-Yu Wang Aaron Hertzmann Alexei A. Efros Jun-Yan Zhu Richard Zhang TDI 212 3 0 21 Feb 2025
Diffusion Models as Data Mining Tools Ioannis Siglidis Aleksander Holynski Alexei A. Efros Mathieu Aubry Shiry Ginosar DiffM MedIm 95 3 0 20 Jul 2024
Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI Oliver Eberle Jochen Büttner Hassan el-Hajj G. Montavon Klaus-Robert Muller Matteo Valleriani 65 2 0 13 Oct 2023
Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art Analysis Yankun Wu Yuta Nakashima Noa Garcia CoGe DiffM 74 27 0 20 Apr 2023
Everyone Can Be Picasso? A Computational Framework into the Myth of Human versus AI Painting Yilin Ye Rong Huang Kangyi Zhang Weizhen Zeng 34 1 0 17 Apr 2023
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History Stefanie Schneider Ricarda Vollmer 3DH 76 5 0 12 Jan 2023
A Challenging Benchmark of Anime Style Recognition Haotang Li S. Guo Kailin Lyu Xiao Yang Tianchen Chen Jianqing Zhu Huanqiang Zeng CVBM 67 5 0 29 Apr 2022
The Met Dataset: Instance-level Recognition for Artworks Nikolaos-Antonios Ypsilantis Noa Garcia G. Han Sarah Ibrahimi Nanne van Noord Giorgos Tolias 93 43 0 03 Feb 2022
CAST: Character labeling in Animation using Self-supervision by Tracking O. Nir Gal Rapoport Ariel Shamir 59 8 0 19 Jan 2022
Learning Co-segmentation by Segment Swapping for Retrieval and Discovery Xi Shen Alexei A. Efros Armand Joulin Mathieu Aubry 68 11 0 29 Oct 2021
Image Collation: Matching illustrations in manuscripts Ryad Kaoua Xi Shen A. Durr S. Lazaris David Picard Mathieu Aubry 58 5 0 18 Aug 2021
A deep learning approach to clustering visual arts Giovanna Castellano G. Vessio 72 14 0 11 Jun 2021
Graph Neural Networks for Knowledge Enhanced Visual Representation of Paintings Athanasios Efthymiou Stevan Rudinac Monika Kackovic Marcel Worring Nachoem Wijnberg 92 11 0 17 May 2021
Spatiotemporal Data Mining: A Survey on Challenges and Open Problems Ali Hamdi Khaled Shaban A. Erradi Amr Mohamed Shakila Khan Rumi Flora D. Salim AI4TS 91 102 0 31 Mar 2021
Understanding and Creating Art with AI: Review and Outlook E. Cetinic James She 204 332 0 18 Feb 2021
Iconographic Image Captioning for Artworks E. Cetinic 66 24 0 07 Feb 2021
Learning Portrait Style Representations Sadat Shaik Bernadette Bucher Nephele Agrafiotis Stephen Phillips Kostas Daniilidis W. Schmenner 107 2 0 08 Dec 2020
Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision Mitchell J. P. van Zuijlen Hubert Lin Kavita Bala S. Pont M. Wijntjes 57 13 0 05 Dec 2020
3D Object Recognition By Corresponding and Quantizing Neural 3D Scene Representations Mihir Prabhudesai Shamit Lal H. Tung Adam W. Harley Shubhankar Potdar Katerina Fragkiadaki 3DPC 85 2 0 30 Oct 2020
A Data Set and a Convolutional Model for Iconography Classification in Paintings Federico Milani Piero Fraternali 103 51 0 06 Oct 2020
Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts Nicolas Gonthier Saïd Ladjal Y. Gousseau WSOD 81 29 0 03 Aug 2020
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild Yang Xiao Vincent Lepetit Renaud Marlet 3DPC 138 324 0 23 Jul 2020
RANSAC-Flow: generic two-stage image alignment Xi Shen Franccois Darmon Alexei A. Efros Mathieu Aubry 71 88 0 03 Apr 2020
Deep convolutional embedding for digitized painting clustering Giovanna Castellano G. Vessio 67 11 0 19 Mar 2020
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach Xi Shen Ilaria Pastrolin Oumayma Bounou Spyros Gidaris Marc Smith Olivier Poncet Mathieu Aubry 31 16 0 27 Aug 2019
Pattern Spotting in Historical Documents Using Convolutional Models Ignacio Úbeda J. M. Saavedra Stéphane Nicolas Caroline Petitjean L. Heutte 36 9 0 20 Jun 2019
Dynamic Spatial Verification for Large-Scale Object-Level Image Retrieval Joel Brogan Aparna Bharati Daniel Moreira Kevin W. Bowyer Patrick Flynn Anderson de Rezende Rocha Walter J. Scheirer 56 3 0 24 Mar 2019