ML Anthology

ICCVW 2015

132 papers

3-D Volumetric Shape Abstraction from a Single 2-D Image Pablo Sala, Sven J. Dickinson
A Century of Portraits: A Visual Historical Record of American High School Yearbooks Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Alexei A. Efros
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A Fast and Accurate Eye Tracker Using Stroboscopic Differential Lighting Frank Helbert Borsato, Fernando O. Aluani, Carlos H. Morimoto
A Hybrid Strategy for Illuminant Estimation Targeting Hard Images Roshanak Zakizadeh, Michael S. Brown, Graham D. Finlayson
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A Modified Sequential Monte Carlo Bayesian Occupancy Filter Using Linear Opinion Pool for Grid Mapping Sang-Il Oh, Hang-Bong Kang
A Multi-View Pedestrian Tracking Method in an Uncalibrated Camera Network Domonkos Varga, Tamás Szirányi, Attila Kiss, László Spórás, László Havasi
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A Scalable Architecture for Operational FMV Exploitation William R. Thissell, Robert Czajkowski, Frank Schrenk, Timothy Selway, Anthony J. Ries, Shamoli Patel, Patricia L. McDermott, Rod Moten, Ron Rudnicki, Guna Seetharaman, Ilker Ersoy, Kannappan Palaniappan
A Simple Method for Subspace Estimation with Corrupted Columns Viktor Larsson, Carl Olsson, Fredrik Kahl
A Stereo Vision Approach for Cooperative Robotic Movement Therapy Benjamin Busam, Marco Esposito, Simon Che'Rose, Nassir Navab, Benjamin Frisch
A Structured Committee for Food Recognition Niki Martinel, Claudio Piciarelli, Christian Micheloni, Gian Luca Foresti
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A Study on Apparent Age Estimation Yu Zhu, Yan Li, Guowang Mu, Guodong Guo
Accurate Human-Limb Segmentation in RGB-D Images for Intelligent Mobility Assistance Robots Siddhartha Chandra, Stavros Tsogkas, Iasonas Kokkinos
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Adapted Domain Specific Class Means Gabriela Csurka, Boris Chidlovskii, Stéphane Clinchant
Adaptive Low Rank Approximation for Tensors Xiaofei Wang, Carmeliza Navasca
AgeNet: Deeply Learned Regressor and Classifier for Robust Apparent Age Estimation Xin Liu, Shaoxin Li, Meina Kan, Jie Zhang, Shuzhe Wu, Wenxian Liu, Hu Han, Shiguang Shan, Xilin Chen
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks Jun-Cheng Chen, Rajeev Ranjan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Rama Chellappa
An Evaluation of Supervised, Novelty-Based and Hybrid Approaches to Fall Detection Using Silmee Accelerometer Data Aneta Lisowska, Gavin Wheeler, Victor Ceballos Inza, Ian Poole
An Intuitive Mobility Aid for Visually Impaired People Based on Stereo Vision Tobias Schwarze, Martin Lauer, Manuel Schwaab, Michailas Romanovas, Sandra Böhm, Thomas Jürgensohn
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Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data Gernot Riegler, Martin Urschler, Matthias Rüther, Horst Bischof, Darko Stern
Attributed Graphs for Tracking Multiple Objects in Structured Sports Videos Henrique Morimitsu, Roberto M. Cesar, Isabelle Bloch
Audio-Visual Classification of Sports Types Rikke Gade, Mohamed Abou-Zleikha, Mads Græsbøll Christensen, Thomas B. Moeslund
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Automatic Emotion Recognition in Robot-Children Interaction for ASD Treatment Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Cosimo Distante, Giuseppe Massimo Bernava, Giovanni Pioggia, Giuseppe Palestra
Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints Sajid Javed, Seon Ho Oh, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung
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Better Exploiting OS-CNNs for Better Event Recognition in Images Limin Wang, Zhe Wang, Sheng Guo, Yu Qiao
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Beyond Photo-Domain Object Recognition: Benchmarks for the Cross-Depiction Problem Hongping Cai, Qi Wu, Peter Hall
Bilayer Blind Deconvolution with the Light Field Camera Meiguang Jin, Paramanand Chandramouli, Paolo Favaro
Building the View Graph of a Category by Exploiting Image Realism Attila Szabó, Andrea Vedaldi, Paolo Favaro
ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results Sergio Escalera, Junior Fabian, Pablo Pardo, Xavier Baró, Jordi Gonzàlez, Hugo Jair Escalante, Dusan Misevic, Ulrich Steiner, Isabelle Guyon
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Convolutional Features for Correlation Filter Based Visual Tracking Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan, Michael Felsberg
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Coordinated Local Metric Learning Shreyas Saxena, Jakob Verbeek
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Crowdpainting with Light: Participatory Imaging at the Big Shot Michael Peres, Andreas E. Savakis
Deep Label Distribution Learning for Apparent Age Estimation Xu Yang, Bin-Bin Gao, Chao Xing, Zeng-Wei Huo, Xiu-Shen Wei, Ying Zhou, Jianxin Wu, Xin Geng
Deep Learning of Mouth Shapes for Sign Language Oscar Koller, Hermann Ney, Richard Bowden
Deep Spatial Pyramid Ensemble for Cultural Event Recognition Xiu-Shen Wei, Bin-Bin Gao, Jianxin Wu
Deeply Learned Rich Coding for Cross-Dataset Facial Age Estimation Zhanghui Kuang, Chen Huang, Wei Zhang
Dense Rigid Reconstruction from Unstructured Discontinuous Video Karel Lebeda, Simon Hadfield, Richard Bowden
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Depth Compensation Model for Gaze Estimation in Sport Analysis Fabricio Batista Narcizo, Dan Witzner Hansen
DEX: Deep EXpectation of Apparent Age from a Single Image Rasmus Rothe, Radu Timofte, Luc Van Gool
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Direct Visual Localisation and Calibration for Road Vehicles in Changing City Environments Geoffrey Pascoe, William P. Maddern, Paul Newman
DLDR: Deep Linear Discriminative Retrieval for Cultural Event Classification from a Single Image Rasmus Rothe, Radu Timofte, Luc Van Gool
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Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition? Pooya Khorrami, Tom Le Paine, Thomas S. Huang
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Dual Principal Component Pursuit Manolis C. Tsakiris, René Vidal
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Efficient and Robust Inverse Lighting of a Single Face Image Using Compressive Sensing Miguel Heredia Conde, Davoud Shahlaei, Volker Blanz, Otmar Loffeld
Estimating a Small Signal in the Presence of Large Noise Amy Zhao, Frédo Durand, John V. Guttag
Estimating Body Pose of Infants in Depth Images Using Random Ferns Nikolas Hesse, Gregor Stachowiak, Timo Breuer, Michael Arens
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Evaluating Real-Time Mirroring of Head Gestures Using Smart Glasses Juan R. Terven, Bogdan Raducanu, María Elena Meza-de-Luna, Joaquín Salas
Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition Mengyi Liu, Xin Liu, Yan Li, Xilin Chen, Alexander G. Hauptmann, Shiguang Shan
Exploring the Resolution Limit for In-Air Synthetic-Aperture Audio Imaging Hisham Bedri, Micha Feigin, Petros T. Boufounos, Ramesh Raskar
FaceCept3D: Real Time 3D Face Tracking and Analysis Sergey Tulyakov, Radu-Laurentiu Vieriu, Enver Sangineto, Nicu Sebe
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Facial Action Unit Detection Using Active Learning and an Efficient Non-Linear Kernel Approximation Thibaud Senechal, Daniel McDuff, Rana El Kaliouby
Facial Landmark Detection via Progressive Initialization Shengtao Xiao, Shuicheng Yan, Ashraf A. Kassim
Facial Landmark Localization in Depth Images Using Supervised Ridge Descent Necati Cihan Camgöz, Vitomir Struc, Berk Gökberk, Lale Akarun, Ahmet Alp Kindiroglu
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Facial Landmark Tracking by Tree-Based Deformable Part Model Based Detector Michal Uricár, Vojtech Franc, Václav Hlavác
Facial Micro-Expression Recognition Using Spatiotemporal Local Binary Pattern with Integral Projection Xiaohua Huang, Sujing Wang, Guoying Zhao, Matti Pietikäinen
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Facial Shape Tracking via Spatio-Temporal Cascade Shape Regression Jing Yang, Jiankang Deng, Kaihua Zhang, Qingshan Liu
Fast Structure from Motion for Sequential and Wide Area Motion Imagery Hadi Aliakbarpour, Kannappan Palaniappan, Guna Seetharaman
Filtrated Spectral Algebraic Subspace Clustering Manolis C. Tsakiris, René Vidal
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Fine-Grained Product Class Recognition for Assisted Shopping Marian George, Dejan Mircic, Gábor Sörös, Christian Floerkemeier, Friedemann Mattern
Fisher Encoded Convolutional Bag-of-Windows for Efficient Image Retrieval and Social Image Tagging Tiberio Uricchio, Marco Bertini, Lorenzo Seidenari, Alberto Del Bimbo
FlatCam: Replacing Lenses with Masks and Computation M. Salman Asif, Ali Ayremlou, Ashok Veeraraghavan, Richard G. Baraniuk, Aswin C. Sankaranarayanan
Fusion of Inertial and Visual Measurements for RGB-D SLAM on Mobile Devices Nicholas Brunetto, Samuele Salti, Nicola Fioraio, Tommaso Cavallari, Luigi Di Stefano
Geodesic Convolutional Neural Networks on Riemannian Manifolds Jonathan Masci, Davide Boscaini, Michael M. Bronstein, Pierre Vandergheynst
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Geometric Mining: Scaling Geometric Hashing to Large Datasets Andrew Gilbert, Richard Bowden
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Goal-Directed Pedestrian Prediction Eike Rehder, Horst Kloeden
HDR Recovery Under Rolling Shutter Distortions Sheetal B. Gupta, A. N. Rajagopalan, Gunasekaran S. Seetharaman
Head Nod Detection from a Full 3D Model Yiqiang Chen, Yu Yu, Jean-Marc Odobez
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Hierarchical Union-of-Subspaces Model for Human Activity Summarization Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa
Image Saliency Detection with Sparse Representation of Learnt Texture Atoms Lai Jiang, Mai Xu, Zhaoting Ye, Zulin Wang
Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound Simon Blessenohl, Cecily Morrison, Antonio Criminisi, Jamie Shotton
Incremental Division of Very Large Point Clouds for Scalable 3D Surface Reconstruction Andreas Kuhn, Helmut Mayer
Injury Mechanism Classification in Soccer Videos O. V. Ramana Murthy, Roland Goecke
Joint Estimation of Depth, Reflectance and Illumination for Depth Refinement Kichang Kim, Akihiko Torii, Masatoshi Okutomi
Joint Scale-Spatial Correlation Tracking with Adaptive Rotation Estimation Mengdan Zhang, Junliang Xing, Jin Gao, Xinchu Shi, Qiang Wang, Weiming Hu
Latent Hierarchical Part Based Models for Road Scene Understanding Suhas Kashetty Venkateshkumar, Muralikrishna Sridhar, Patrick Ott
Learning a Deep Convolutional Network for Light-Field Image Super-Resolution Youngjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee, In So Kweon
Low Power Depth and Velocity from a Passive Moving Sensor Emma Alexander, Sanjeev J. Koppal, Todd E. Zickler
Metamer Mismatching and Its Consequences for Predicting How Colours Are Affected by the Illuminant Xiandou Zhang, Brian V. Funt, Hamidreza Mirzaei
Motion Recognition Employing Multiple Kernel Learning of Fisher Vectors Using Local Skeleton Features Yusuke Goutsu, Wataru Takano, Yoshihiko Nakamura
Moving Poselets: A Discriminative and Interpretable Skeletal Motion Representation for Action Recognition Lingling Tao, René Vidal
Multi-Resolution Dynamic Mode Decomposition for Foreground/Background Separation and Object Tracking J. Nathan Kutz, Xing Fu, Steven L. Brunton, N. Benjamin Erichson
Multi-Shot Deblurring for 3D Scenes M. Arun, A. N. Rajagopalan, Gunasekaran S. Seetharaman
Multi-Template Scale-Adaptive Kernelized Correlation Filters Adel Bibi, Bernard Ghanem
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Multi-View Constrained Local Models for Large Head Angle Facial Tracking Georgia Rajamanoharan, Timothy F. Cootes
N-to-SRGB Mapping for Single-Sensor Multispectral Imaging Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Object Extraction from Bounding Box Prior with Double Sparse Reconstruction Lingzheng Dai, Jundi Ding, Jian Yang, Fanlong Zhang, Junxia Li
Offline Deformable Face Tracking in Arbitrary Videos Grigoris G. Chrysos, Epameinondas Antonakos, Stefanos Zafeiriou, Patrick Snape
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Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences Andrews Sobral, Sajid Javed, Soon Ki Jung, Thierry Bouwmans, El-hadi Zahzah
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Pedestrian Detection via Mixture of CNN Experts and Thresholded Aggregated Channel Features Ankit Verma, Ramya Hebbalaguppe, Lovekesh Vig, Swagat Kumar, Ehtesham Hassan
Person Attribute Recognition with a Jointly-Trained Holistic CNN Model Patrick Sudowe, Hannah Spitzer, Bastian Leibe
Person Tracking Using Audio and Depth Cues Qingju Liu, Teofilo de Campos, Wenwu Wang, Philip J. B. Jackson, Adrian Hilton
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Pose and Expression-Coherent Face Recovery in the Wild Xavier P. Burgos-Artizzu, Joaquin Zepeda, François Le Clerc, Patrick Pérez
Position Interpolation Using Feature Point Scale for Decimeter Visual Localization David Wong, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
Predicting Ball Ownership in Basketball from a Monocular View Using Only Player Trajectories Xinyu Wei, Long Sha, Patrick Lucey, Peter Carr, Sridha Sridharan, Iain A. Matthews
Quantifying Levodopa-Induced Dyskinesia Using Depth Camera Maria Dyshel, David Arkadir, Hagai Bergman, Daphna Weinshall
Recognizing Personal Contexts from Egocentric Images Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato
Reconstruction of Articulated Objects from a Moving Camera Kaan Yücer, Oliver Wang, Alexander Sorkine-Hornung, Olga Sorkine-Hornung
Robust Matrix Regression for Illumination and Occlusion Tolerant Face Recognition Jianchun Xie, Jian Yang, Jianjun Qian, Ying Tai
Robust Visual Tracking by Exploiting the Historical Tracker Snapshots Jiatong Li, Zhibin Hong, Baojun Zhao
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Saliency Detection Using Quaternion Sparse Reconstruction Yi Zeng, Yi Xu
Scalable Kernel Correlation Filter with Sparse Feature Integration Andres Solis Montero, Jochen Lang, Robert Laganière
Scalable Sketch-Based Image Retrieval Using Color Gradient Features Tu Bui, John P. Collomosse
Scene Intrinsics and Depth from a Single Image Evan Shelhamer, Jonathan T. Barron, Trevor Darrell
Scotopic Visual Recognition Bo Chen, Pietro Perona
Seeing the Sound: A New Multimodal Imaging Device for Computer Vision Andrea Zunino, Marco Crocco, Samuele Martelli, Andrea Trucco, Alessio Del Bue, Vittorio Murino
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Semantic Cross-View Matching Francesco Castaldo, Amir Zamir, Roland Angst, Francesco Palmieri, Silvio Savarese
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Semantic Mapping of Large-Scale Outdoor Scenes for Autonomous Off-Road Driving Fernando Bernuy, Javier Ruiz-del-Solar
Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection Xavier Gibert, Vishal M. Patel, Rama Chellappa
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Shape Augmented Regression Method for Face Alignment Yue Wu, Qiang Ji
Single Frame Based Video Geo-Localisation Using Structure Projection Christoph Bodensteiner, Sebastian Bullinger, Simon Lemaire, Michael Arens
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Single-Frame Indexing for 3D Hand Pose Estimation Cassandra Carley, Carlo Tomasi
Skeleton-Free Body Pose Estimation from Depth Images for Movement Analysis Ben Crabbe, Adeline Paiement, Sion L. Hannuna, Majid Mirmehdi
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Soccer Jersey Number Recognition Using Convolutional Neural Networks Sebastian Gerke, Karsten Müller, Ralf Schäfer
Sparse Subspace Clustering for Incomplete Images Xiao Wen, Linbo Qiao, Shiqian Ma, Wei Liu, Hong Cheng
Stroboscopic Image Synthesis of Sports Player from Hand-Held Camera Sequence Kunihiro Hasegawa, Hideo Saito
Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu
Surface Recovery: Fusion of Image and Point Cloud Siavash Hosseinyalamdary, Alper Yilmaz
Tennis Player Segmentation for Semantic Behavior Analysis Vito Renò, Nicola Mosca, Massimiliano Nitti, Tiziana D'Orazio, Donato Campagnoli, Andrea Prati, Ettore Stella
The First Facial Landmark Tracking In-the-Wild Challenge: Benchmark and Results Jie Shen, Stefanos Zafeiriou, Grigoris G. Chrysos, Jean Kossaifi, Georgios Tzimiropoulos, Maja Pantic
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The Statistics of Driving Sequences - And What We Can Learn from Them Henry Bradler, Birthe Anne Wiegand, Rudolf Mester
The Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge Results Michael Felsberg, Amanda Berg, Gustav Häger, Jörgen Ahlberg, Matej Kristan, Jiri Matas, Ales Leonardis, Luka Cehovin, Gustavo Fernández, Tomás Vojír, Georg Nebehay, Roman P. Pflugfelder
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The Visual Object Tracking VOT2015 Challenge Results Matej Kristan, Jiri Matas, Ales Leonardis, Michael Felsberg, Luka Cehovin, Gustavo Fernández, Tomás Vojír, Gustav Häger, Georg Nebehay, Roman P. Pflugfelder
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Towards Large-Scale Face Recognition Based on Videos Meltem Yalcin, Hakan Cevikalp, Hasan Serhan Yavuz
Tracker Fusion on VOT Challenge: How Does It Perform and What Can We Learn About Single Trackers? Christian Bailer, Didier Stricker
Tracking the Active Speaker Based on a Joint Audio-Visual Observation Model Israel D. Gebru, Sileye O. Ba, Georgios D. Evangelidis, Radu Horaud
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Tracking When the Camera Looks Away Khurram Soomro, Salman Khokhar, Mubarak Shah
Unconstrained Age Estimation with Deep Convolutional Neural Networks Rajeev Ranjan, Sabrina Zhou, Jun-Cheng Chen, Amit Kumar, Azadeh Alavi, Vishal M. Patel, Rama Chellappa
Understanding Sport Activities from Correspondences of Clustered Trajectories Francesco Turchini, Lorenzo Seidenari, Alberto Del Bimbo
Video Event Recognition by Combining HDP and Gaussian Process Wentong Liao, Bodo Rosenhahn, Michael Ying Yang
Video Summarization via Segments Summary Graphs Mahmut Demir, H. Isil Bozma
Visual Attention-Guided Approach to Monitoring of Medication Dispensing Using Multi-Location Feature Saliency Patterns Roman M. Palenichka, Ahmed Lakhssassi, Myroslav Palenichka
Visual Tracking via Nonnegative Regularization Multiple Locality Coding Fanghui Liu, Tao Zhou, Jie Yang, Irene Y. H. Gu
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When Face Recognition Meets with Deep Learning: An Evaluation of Convolutional Neural Networks for Face Recognition Guosheng Hu, Yongxin Yang, Dong Yi, Josef Kittler, William J. Christmas, Stan Z. Li, Timothy M. Hospedales
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