Deep Learning for Free-Hand Sketch: A Survey

8 January 2020

Peng Xu

Timothy M. Hospedales

Liang Wang

Papers citing "Deep Learning for Free-Hand Sketch: A Survey"

46 / 146 papers shown

Title
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 40 177 0 13 Oct 2017
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 97 1,434 0 09 Oct 2017
Face Sketch Matching via Coupled Deep Transform Learning Shruti Nagpal Maneet Singh Richa Singh Mayank Vatsa A. Noore A. Majumdar CVBM 21 30 0 09 Oct 2017
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks Ravi Kiran Sarvadevabhatla Isht Dwivedi Abhijat Biswas S. Manocha R. VenkateshBabu 3DV 35 38 0 05 Sep 2017
Sequential Dual Deep Learning with Shape and Texture Features for Sketch Recognition Qi Jia Meiyu Yu Xin-Yue Fan Haojie Li 28 13 0 09 Aug 2017
Learning to Infer Graphics Programs from Hand-Drawn Images Kevin Ellis Daniel E. Ritchie Armando Solar-Lezama J. Tenenbaum NAI 59 226 0 30 Jul 2017
3D Sketching using Multi-View Deep Volumetric Prediction J. Delanoy Mathieu Aubry Phillip Isola Alexei A. Efros Adrien Bousseau 3DV 45 126 0 26 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 453 129,831 0 12 Jun 2017
TextureGAN: Controlling Deep Image Synthesis with Texture Patches Wenqi Xian Patsorn Sangkloy Varun Agrawal Amit Raj Jingwan Lu Chen Fang Feng Yu James Hays GAN 3DV 38 279 0 09 Jun 2017
Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval Peng Xu Qiyue Yin Yongye Huang Yi-Zhe Song Zhanyu Ma Liang Wang Tao Xiang W. Kleijn Jun Guo 29 87 0 28 May 2017
Asymmetric Feature Maps with Application to Sketch Based Retrieval Giorgos Tolias Ondřej Chum 28 33 0 12 Apr 2017
A Neural Representation of Sketch Drawings David R Ha Douglas Eck 74 863 0 11 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 98 5,556 0 30 Mar 2017
Object category understanding via eye fixations on freehand sketches Ravi Kiran Sarvadevabhatla Sudharshan Suresh R. Venkatesh Babu 13 10 0 20 Mar 2017
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval Li Liu Fumin Shen Yuming Shen Xianglong Liu Ling Shao 94 270 0 16 Mar 2017
Scribbler: Controlling Deep Image Synthesis with Sketch and Color Patsorn Sangkloy Jingwan Lu Chen Fang Feng Yu James Hays GAN DiffM 57 498 0 02 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 289 19,560 0 21 Nov 2016
Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search Tu Bui Leo Sampaio Ferraz Ribeiro M. Ponti John Collomosse 36 46 0 16 Nov 2016
How should we evaluate supervised hashing? Alexandre Sablayrolles Matthijs Douze Hervé Jégou Nicolas Usunier 42 87 0 21 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 447 28,901 0 09 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 631 36,599 0 25 Aug 2016
Enabling My Robot To Play Pictionary : Recurrent Neural Networks For Sketch Recognition Ravi Kiran Sarvadevabhatla Jogendra Nath Kundu R. Venkatesh Babu 27 47 0 11 Aug 2016
SIFT Meets CNN: A Decade Survey of Instance Retrieval Liang Zheng Yi Yang Q. Tian 57 696 0 05 Aug 2016
Learning Aligned Cross-Modal Representations from Weakly Aligned Data Lluis Castrejon Y. Aytar Carl Vondrick Hamed Pirsiavash Antonio Torralba SSL DRL AI4TS 51 167 0 25 Jul 2016
Adversarial Training For Sketch Retrieval Antonia Creswell Anil Anthony Bharath GAN 30 47 0 10 Jul 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 187 18,136 0 02 Jun 2016
A Survey on Learning to Hash Jingdong Wang Ting Zhang Jingkuan Song N. Sebe Heng Tao Shen 89 969 0 01 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 320 37,704 0 20 May 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 399 2,563 0 25 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 495 27,231 0 02 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 232 13,968 0 19 Nov 2015
Free-hand Sketch Synthesis with Deformable Stroke Models Yi Li Yi-Zhe Song Timothy M. Hospedales S. Gong 3DV DiffM 25 51 0 09 Oct 2015
Analyzing structural characteristics of object category representations from their semantic-part distributions Ravi Kiran Sarvadevabhatla R. Venkatesh Babu 19 3 0 15 Sep 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 88 3,479 0 24 Apr 2015
Sketch-based 3D Shape Retrieval using Convolutional Neural Networks Fang Wang Le Kang Yi Li 3DV 3DPC 43 360 0 14 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 281 13,079 0 12 Mar 2015
Freehand Sketch Recognition Using Deep Features Ravi Kiran Sarvadevabhatla R. Venkatesh Babu 47 36 0 01 Feb 2015
Transductive Multi-view Zero-Shot Learning Yanwei Fu Timothy M. Hospedales Tao Xiang S. Gong 67 453 0 19 Jan 2015
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 210 10,365 0 06 Nov 2014
Spatially-sparse convolutional neural networks Benjamin Graham 63 231 0 22 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 952 99,991 0 04 Sep 2014
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 1.1K 39,383 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 647 23,235 0 03 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 367 16,962 0 20 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 300 33,445 0 16 Oct 2013