Curriculum Learning of Visual Attribute Clusters for Multi-Task Classification

19 September 2017

N. Sarafianos

Theodore Giannakopoulos

Christophoros Nikou

I. Kakadiaris

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Papers citing "Curriculum Learning of Visual Attribute Clusters for Multi-Task Classification"

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Title
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels Lu Jiang Zhengyuan Zhou Thomas Leung Li Li Li Fei-Fei NoLa 90 1,448 0 14 Dec 2017
Class Rectification Hard Mining for Imbalanced Deep Learning Qi Dong S. Gong Xiatian Zhu 52 198 0 08 Dec 2017
Multiple Instance Curriculum Learning for Weakly Supervised Object Detection Siyang Li Xiangxin Zhu Qin Huang Hao Xu C.-C. Jay Kuo WSOD 63 35 0 25 Nov 2017
Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering Elliot Meyerson Risto Miikkulainen MoE 61 93 0 31 Oct 2017
Adaptive SVM+: Learning with Privileged Information for Domain Adaptation N. Sarafianos Michalis Vrigkas I. Kakadiaris 64 22 0 30 Aug 2017
Curriculum Learning for Multi-Task Classification of Visual Attributes N. Sarafianos Theodoros Giannakopoulos Christophoros Nikou I. Kakadiaris 37 52 0 29 Aug 2017
Weakly Supervised Image Annotation and Segmentation with Objects and Attributes Zhiyuan Shi Yongxin Yang Timothy M. Hospedales Tao Xiang 45 46 0 08 Aug 2017
CASSL: Curriculum Accelerated Self-Supervised Learning Adithyavairavan Murali Lerrel Pinto Dhiraj Gandhi Abhinav Gupta SSL 44 35 0 04 Aug 2017
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model M. Saquib Saquib Arne Schumann Yan Wang Rainer Stiefelhagen 56 95 0 19 Jul 2017
Reverse Curriculum Generation for Reinforcement Learning Carlos Florensa David Held Markus Wulfmeier Michael Zhang Pieter Abbeel 65 439 0 17 Jul 2017
Teacher-Student Curriculum Learning Tambet Matiisen Avital Oliver Taco S. Cohen John Schulman ODL 81 376 0 01 Jul 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 111 2,817 0 15 Jun 2017
Transferring a Semantic Representation for Person Re-Identification and Search Zhiyuan Shi Timothy M. Hospedales Tao Xiang 33 214 0 12 Jun 2017
Automated Curriculum Learning for Neural Networks Alex Graves Marc G. Bellemare Jacob Menick Rémi Munos Koray Kavukcuoglu 64 523 0 10 Apr 2017
Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification Feng Zhu Hongsheng Li Wanli Ouyang Nenghai Yu Xiaogang Wang 63 337 0 20 Feb 2017
Predicting Privileged Information for Height Estimation N. Sarafianos Christophoros Nikou Ioannis A. Kakadiaris 31 8 0 09 Feb 2017
Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks Volkan Cirik Eduard H. Hovy Louis-Philippe Morency 53 71 0 18 Nov 2016
What is the Best Way for Extracting Meaningful Attributes from Pictures? Liangchen Liu Arnold Wiliem Shaokang Chen Brian C. Lovell 25 20 0 17 Oct 2016
Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes Qi Dong S. Gong Xiatian Zhu 28 87 0 12 Oct 2016
Deep Transfer Learning with Joint Adaptation Networks Mingsheng Long Hanhua Zhu Jianmin Wang Michael I. Jordan TTA 81 2,451 0 21 May 2016
Deep Attributes Driven Multi-Camera Person Re-identification Chi Su Shiliang Zhang Junliang Xing Wen Gao Q. Tian CVBM 62 407 0 11 May 2016
Attribute And-Or Grammar for Joint Parsing of Human Attributes, Part and Pose Seyoung Park Xiaohan Nie Song-Chun Zhu CVBM 45 18 0 06 May 2016
Real-time Action Recognition with Enhanced Motion Vector CNNs Bowen Zhang Limin Wang Zhe Wang Yu Qiao Hanli Wang 72 417 0 26 Apr 2016
Attributes for Improved Attributes: A Multi-Task Network for Attribute Classification Emily M. Hand Rama Chellappa CVBM 53 36 0 25 Apr 2016
CNN-RNN: A Unified Framework for Multi-label Image Classification Jiang Wang Yi Yang Junhua Mao Zhiheng Huang Chang Huang Wenyuan Xu SSL 59 1,162 0 15 Apr 2016
Object Contour Detection with a Fully Convolutional Encoder-Decoder Network Jimei Yang Brian L. Price Scott D. Cohen Honglak Lee Ming-Hsuan Yang ObjD 42 365 0 15 Mar 2016
Determining the best attributes for surveillance video keywords generation Liangchen Liu Arnold Wiliem Shaokang Chen Kun-li Zhao Brian C. Lovell 26 7 0 21 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Unifying distillation and privileged information David Lopez-Paz Léon Bottou Bernhard Schölkopf V. Vapnik FedML 123 460 0 11 Nov 2015
Cross-domain Image Retrieval with a Dual Attribute-aware Ranking Network Junshi Huang Rogerio Feris Qiang Chen Shuicheng Yan 39 413 0 29 May 2015
Contextual Action Recognition with R*CNN Georgia Gkioxari Ross B. Girshick Jitendra Malik HAI 63 401 0 05 May 2015
Highway Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 139 1,765 0 03 May 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 286 19,523 0 09 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 381 43,154 0 11 Feb 2015
Actions and Attributes from Wholes and Parts Georgia Gkioxari Ross B. Girshick Jitendra Malik 62 147 0 08 Dec 2014
Curriculum Learning of Multiple Tasks Anastasia Pentina V. Sharmanska Christoph H. Lampert 56 243 0 03 Dec 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 173 8,309 0 06 Nov 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 83 557 0 17 Oct 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 361 43,511 0 17 Sep 2014
Zero Shot Recognition with Unreliable Attributes Dinesh Jayaraman Kristen Grauman VLM 39 294 0 15 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.1K 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 1.2K 39,383 0 01 Sep 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 140 4,937 0 23 Mar 2014
PANDA: Pose Aligned Networks for Deep Attribute Modeling Ning Zhang Manohar Paluri MarcÁurelio Ranzato Trevor Darrell Lubomir D. Bourdev CVBM 131 530 0 21 Nov 2013
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 164 5,318 0 21 Nov 2012
Multi-column Deep Neural Networks for Image Classification D. Ciresan U. Meier Jürgen Schmidhuber 130 3,935 0 13 Feb 2012