Learning Deep Sketch Abstraction

13 April 2018

Timothy M. Hospedales

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Papers citing "Learning Deep Sketch Abstraction"

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Title
Annotation-Free Human Sketch Quality AssessmentInternational Journal of Computer Vision (IJCV), 2024 Lan Yang Kaiyue Pang Honggang Zhang Yi-Zhe Song 165 1 0 28 Jul 2025
Sketch Down the FLOPs: Towards Efficient Networks for Human SketchComputer Vision and Pattern Recognition (CVPR), 2025 Aneeshan Sain Subhajit Maity Pinaki Nath Chowdhury Subhadeep Koley A. Bhunia Yi-Zhe Song 3DH 228 0 0 29 May 2025
ViSketch-GPT: Collaborative Multi-Scale Feature Extraction for Sketch Recognition and Generation Giulio Federico Giuseppe Amato F. Carrara Claudio Gennaro Marco Di Benedetto 138 0 0 28 Mar 2025
Recovering Dynamic 3D Sketches from VideosComputer Vision and Pattern Recognition (CVPR), 2025 Jaeah Lee Changwoon Choi Young Min Kim Jaesik Park VGen 273 2 0 26 Mar 2025
SwiftSketch: A Diffusion Model for Image-to-Vector Sketch Generation Ellie Arar Yarden Frenkel Daniel Cohen-Or Ariel Shamir Yael Vinker DiffM 201 7 0 12 Feb 2025
MROSS: Multi-Round Region-based Optimization for Scene Sketching Yiqi Liang Ying Liu Dandan Long Ruihui Li 218 0 0 05 Oct 2024
SketchRef: a Multi-Task Evaluation Benchmark for Sketch Synthesis Xingyue Lin Xingjian Hu Shuai Peng Jianhua Zhu Liangcai Gao EGVM 337 0 0 16 Aug 2024
Do Generalised Classifiers really work on Human Drawn Sketches? Hmrishav Bandyopadhyay Pinaki Nath Chowdhury Aneeshan Sain Subhadeep Koley Tao Xiang A. Bhunia Yi-Zhe Song VLM 227 2 0 04 Jul 2024
Freeview Sketching: View-Aware Fine-Grained Sketch-Based Image Retrieval Aneeshan Sain Pinaki Nath Chowdhury Subhadeep Koley A. Bhunia Yi-Zhe Song 192 1 0 01 Jul 2024
SketchGPT: Autoregressive Modeling for Sketch Generation and RecognitionIEEE International Conference on Document Analysis and Recognition (ICDAR), 2024 Adarsh Tiwari Sanket Biswas Josep Lladós 205 4 0 06 May 2024
SketchINR: A First Look into Sketches as Implicit Neural RepresentationsComputer Vision and Pattern Recognition (CVPR), 2024 Hmrishav Bandyopadhyay A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Tao Xiang Timothy M. Hospedales Yi-Zhe Song SSL 211 13 0 14 Mar 2024
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval?Computer Vision and Pattern Recognition (CVPR), 2024 Subhadeep Koley A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 286 12 0 11 Mar 2024
Optimize and Reduce: A Top-Down Approach for Image Vectorization Or Hirschorn Amir Jevnisek S. Avidan 221 0 0 18 Dec 2023
Breathing Life Into Sketches Using Text-to-Video PriorsComputer Vision and Pattern Recognition (CVPR), 2023 Rinon Gal Yael Vinker Yuval Alaluf Amit H. Bermano Daniel Cohen-Or Ariel Shamir Gal Chechik VGen DiffM 166 47 0 21 Nov 2023
Curve-based Neural Style Transfer Yu-hsuan Chen Levent Burak Kara Jonathan Cagan 134 0 0 03 Oct 2023
Active Learning for Fine-Grained Sketch-Based Image RetrievalBritish Machine Vision Conference (BMVC), 2023 Himanshu Thakur Soumitri Chattopadhyay 188 3 0 15 Sep 2023
Conditional Human Sketch Synthesis with Explicit Abstraction Control Da Chen DiffM 116 1 0 15 Jun 2023
SketchXAI: A First Look at Explainability for Human SketchesComputer Vision and Pattern Recognition (CVPR), 2023 Zhiyu Qu Yulia Gryaditskaya Ke Li Kaiyue Pang Tao Xiang Yi-Zhe Song 173 14 0 23 Apr 2023
What Can Human Sketches Do for Object Detection?Computer Vision and Pattern Recognition (CVPR), 2023 Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song ObjD 291 40 0 27 Mar 2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIRComputer Vision and Pattern Recognition (CVPR), 2023 Aneeshan Sain A. Bhunia Subhadeep Koley Pinaki Nath Chowdhury Soumitri Chattopadhyay Tao Xiang Yi-Zhe Song 256 24 0 24 Mar 2023
CLIPascene: Scene Sketching with Different Types and Levels of AbstractionIEEE International Conference on Computer Vision (ICCV), 2022 Yael Vinker Yuval Alaluf Daniel Cohen-Or Ariel Shamir CLIP 216 77 0 30 Nov 2022
A Creative Industry Image Generation Dataset Based on Captions Xiang Yuejia Lv Chuanhao Liu Qingdazhu Yang Xiaocui Liu Bo Ju Meizhi 3DV 181 2 0 16 Nov 2022
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning Azimkhon Ostonov 3DV 132 3 0 22 Oct 2022
Abstracting Sketches through Simple PrimitivesEuropean Conference on Computer Vision (ECCV), 2022 Stephan Alaniz Goran Frehse Anjan Dutta Diego Marcos Zeynep Akata 167 15 0 27 Jul 2022
Sketching without Worrying: Noise-Tolerant Sketch-Based Image RetrievalComputer Vision and Pattern Recognition (CVPR), 2022 A. Bhunia Subhadeep Koley Abdullah Faiz Ur Rahman Khilji Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song AAML 230 54 0 28 Mar 2022
Partially Does It: Towards Scene-Level FG-SBIR with Partial InputComputer Vision and Pattern Recognition (CVPR), 2022 Pinaki Nath Chowdhury A. Bhunia Viswanatha Reddy Gajjala Aneeshan Sain Tao Xiang Yi-Zhe Song 264 26 0 28 Mar 2022
CLIPasso: Semantically-Aware Object SketchingACM Transactions on Graphics (TOG), 2022 Yael Vinker Ehsan Pajouheshgar Jessica Y. Bo Roman Bachmann Amit H. Bermano Daniel Cohen-Or Amir Zamir Ariel Shamir 171 113 0 11 Feb 2022
Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval Dawei Dai Xiaoyu Tang Shuyin Xia Yingge Liu Guoyin Wang Zizhong Chen 213 3 0 13 Jan 2022
Emergent Graphical Conventions in a Visual Communication GameNeural Information Processing Systems (NeurIPS), 2021 Shuwen Qiu Sirui Xie Lifeng Fan Tao Gao Jungseock Joo Song-Chun Zhu Yixin Zhu 212 14 0 28 Nov 2021
Deep Reinforced Attention Regression for Partial Sketch Based Image RetrievalIndustrial Conference on Data Mining (IDM), 2021 Dingrong Wang Hitesh Sapkota Xumin Liu Qi Yu 211 5 0 21 Nov 2021
SketchLattice: Latticed Representation for Sketch ManipulationIEEE International Conference on Computer Vision (ICCV), 2021 Yonggang Qi Guoyao Su Pinaki Nath Chowdhury Mingkang Li Yi-Zhe Song 204 25 0 26 Aug 2021
Differentiable Drawing and Sketching Daniela Mihai Jonathon S. Hare 180 25 0 30 Mar 2021
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image RetrievalComputer Vision and Pattern Recognition (CVPR), 2021 A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yongxin Yang Tao Xiang Yi-Zhe Song GAN SSL 242 68 0 25 Mar 2021
What is the Reward for Handwriting? -- Handwriting Generation by Imitation Learning Keisuke Kanda Brian Kenji Iwana S. Uchida 69 0 0 23 Sep 2020
Humans learn too: Better Human-AI Interaction using Optimized Human Inputs Johannes Schneider 156 4 0 19 Sep 2020
Iconify: Converting Photographs into Icons Takuro Karamatsu Gibran Benitez-Garcia Keiji Yanai S. Uchida GAN 209 10 0 07 Apr 2020
Modeling 3D Shapes by Reinforcement LearningEuropean Conference on Computer Vision (ECCV), 2020 Cheng Lin Tingxiang Fan Wenping Wang Matthias Nießner OffRL 3DV 135 44 0 27 Mar 2020
Synthesizing human-like sketches from natural images using a conditional convolutional decoderIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Moritz Kampelmühler A. Pinz 150 20 0 16 Mar 2020
Sketchformer: Transformer-based Representation for Sketched StructureComputer Vision and Pattern Recognition (CVPR), 2020 Leo Sampaio Ferraz Ribeiro Tu Bui John Collomosse M. Ponti 244 143 0 24 Feb 2020
Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image RetrievalComputer Vision and Pattern Recognition (CVPR), 2020 A. Bhunia Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song 429 120 0 24 Feb 2020
Fine-Grained Instance-Level Sketch-Based Video Retrieval Peng Xu Kun Liu Tao Xiang Timothy M. Hospedales Zhanyu Ma Jun Guo Yi-Zhe Song 204 37 0 21 Feb 2020
Deep Self-Supervised Representation Learning for Free-Hand Sketch Peng Xu Zeyu Song Qiyue Yin Yi-Zhe Song Liang Wang SSL 193 43 0 03 Feb 2020
Deep Learning for Free-Hand Sketch: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Peng Xu Timothy M. Hospedales Qiyue Yin Yi-Zhe Song Tao Xiang Liang Wang 3DV 529 143 0 08 Jan 2020
Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval Jianjun Lei Yuxin Song Bo Peng Zhanyu Ma Ling Shao Yi-Zhe Song 3DPC 207 47 0 10 Nov 2019
Goal-Driven Sequential Data AbstractionIEEE International Conference on Computer Vision (ICCV), 2019 U. Muhammad Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song 212 24 0 29 Jul 2019
Deep Zero-Shot Learning for Scene SketchInternational Conference on Information Photonics (ICIP), 2019 Yao Xie Peng Xu Zhanyu Ma VLM 104 12 0 11 May 2019
Instance-level Sketch-based Retrieval by Deep Triplet Classification Siamese Network Peng Lu Hangyu Lin Yanwei Fu S. Gong Yu-Gang Jiang Xiangyang Xue 3DPC 222 5 0 28 Nov 2018
Sketch-R2CNN: An Attentive Network for Vector Sketch Recognition Lei Li C. Zou Youyi Zheng Qingkun Su Hongbo Fu Chiew-Lan Tai 3DPC 190 28 0 20 Nov 2018
Deep Factorised Inverse-Sketching Kaiyue Pang Da Li Jifei Song Yi-Zhe Song Tao Xiang Timothy M. Hospedales 130 19 0 07 Aug 2018
Universal Perceptual Grouping Ke Li Kaiyue Pang Jifei Song Yi-Zhe Song Tao Xiang Timothy M. Hospedales Honggang Zhang 197 51 0 07 Aug 2018