Latest Published Articles:
Computer Vision and Pattern Recognition
#ComputerVisionandPatternRecognition
π Learning Human Optical Flow
π₯ Anurag Ranjan, Javier Romero, Michael J. Black
π PDF
π GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations
π₯ Zhilin Yang, Jake, Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Ruslan Salakhutdinov, Yann LeCun
π PDF
π Interactive Classification for Deep Learning Interpretation
π₯ Angel Cabrera, Fred Hohman, Jason Lin, Duen Horng Chau
π PDF
π HGR-Net: A Two-stage Convolutional Neural Network for Hand Gesture Segmentation and Recognition
π₯ Amirhossein Dadashzadeh, Alireza Tavakoli Targhi, Maryam Tahmasbi
π PDF
π Grounded Textual Entailment
π₯ Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt
π PDF
π VoxCeleb2: Deep Speaker Recognition
π₯ Joon Son Chung, Arsha Nagrani, Andrew Zisserman
π PDF
π DynSLAM: Tracking, Mapping and Inpainting in Dynamic Scenes
π₯ Berta BescΓ³s, JosΓ© M. FΓ‘cil, Javier Civera, JosΓ© Neira
π PDF
π From Self-ception to Image Self-ception: A method to represent an image with its own approximations
π₯ Hamed Shah-Hosseini
π PDF
π Improving Consistency-Based Semi-Supervised Learning with Weight Averaging
π₯ Ben Athiwaratkun, Marc Finzi, Pavel Izmailov, Andrew Gordon Wilson
π PDF
π Tract orientation mapping for bundle-specific tractography
π₯ Jakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein
π PDF
π Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos
π₯ Armine Vardazaryan, Didier Mutter, Jacques Marescaux, Nicolas Padoy
π PDF
π Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network
π₯ Shumao Pang, Stephanie Leung, Ilanit Ben Nachum, Qianjin Feng, Shuo Li
π PDF
π Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling
π₯ Wufeng Xue, Gary Brahm, Stephanie Leung, Ogla Shmuilovich, Shuo Li
π PDF
π Correlation Tracking via Robust Region Proposals
π₯ Yuqi Han, Jinghong Nan, Zengshuo Zhang, Jingjing Wang, Baojun Zhao
π PDF
π EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection
π₯ Mohsen Ghafoorian, Cedric Nugteren, NΓ³ra Baka, Olaf Booij, Michael Hofmann
π PDF
#ComputerVisionandPatternRecognition
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Computer Vision and Pattern Recognition
#ComputerVisionandPatternRecognition
π Learning Human Optical Flow
π₯ Anurag Ranjan, Javier Romero, Michael J. Black
π PDF
π GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations
π₯ Zhilin Yang, Jake, Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Ruslan Salakhutdinov, Yann LeCun
π PDF
π Interactive Classification for Deep Learning Interpretation
π₯ Angel Cabrera, Fred Hohman, Jason Lin, Duen Horng Chau
π PDF
π HGR-Net: A Two-stage Convolutional Neural Network for Hand Gesture Segmentation and Recognition
π₯ Amirhossein Dadashzadeh, Alireza Tavakoli Targhi, Maryam Tahmasbi
π PDF
π Grounded Textual Entailment
π₯ Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt
π PDF
π VoxCeleb2: Deep Speaker Recognition
π₯ Joon Son Chung, Arsha Nagrani, Andrew Zisserman
π PDF
π DynSLAM: Tracking, Mapping and Inpainting in Dynamic Scenes
π₯ Berta BescΓ³s, JosΓ© M. FΓ‘cil, Javier Civera, JosΓ© Neira
π PDF
π From Self-ception to Image Self-ception: A method to represent an image with its own approximations
π₯ Hamed Shah-Hosseini
π PDF
π Improving Consistency-Based Semi-Supervised Learning with Weight Averaging
π₯ Ben Athiwaratkun, Marc Finzi, Pavel Izmailov, Andrew Gordon Wilson
π PDF
π Tract orientation mapping for bundle-specific tractography
π₯ Jakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein
π PDF
π Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos
π₯ Armine Vardazaryan, Didier Mutter, Jacques Marescaux, Nicolas Padoy
π PDF
π Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network
π₯ Shumao Pang, Stephanie Leung, Ilanit Ben Nachum, Qianjin Feng, Shuo Li
π PDF
π Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling
π₯ Wufeng Xue, Gary Brahm, Stephanie Leung, Ogla Shmuilovich, Shuo Li
π PDF
π Correlation Tracking via Robust Region Proposals
π₯ Yuqi Han, Jinghong Nan, Zengshuo Zhang, Jingjing Wang, Baojun Zhao
π PDF
π EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection
π₯ Mohsen Ghafoorian, Cedric Nugteren, NΓ³ra Baka, Olaf Booij, Michael Hofmann
π PDF
#ComputerVisionandPatternRecognition
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π Learning Instance Segmentation by Interaction
π₯ Deepak Pathak, Yide Shentu, Dian Chen, Pulkit Agrawal, Trevor Darrell, Sergey Levine, Jitendra Malik
π PDF
π Quantizing deep convolutional networks for efficient inference: A whitepaper
π₯ Raghuraman Krishnamoorthi
π PDF
π Can Deep Learning Relax Endomicroscopy Hardware Miniaturization Requirements?
π₯ Saeed Izadi, Kathleen P. Moriarty, Ghassan Hamarneh
π PDF
π Are good local minima wide in sparse recovery?
π₯ Michael Moeller, Otmar Loffeld, Juergen Gall, Felix Krahmer
π PDF
π Layouts from Panoramic Images with Geometry and Deep Learning
π₯ Clara Fernandez-Labrador, Alejandro Perez-Yus, Gonzalo Lopez-Nicolas, Jose J. Guerrero
π PDF
π Don't only Feel Read: Using Scene text to understand advertisements
π₯ Arka Ujjwal dey, Suman K. Ghosh, Ernest Valveny
π PDF
π Learning Shared Multimodal Embeddings with Unpaired Data
π₯ AJ Piergiovanni, Michael S. Ryoo
π PDF
π Finding Person Relations in Image Data of the Internet Archive
π₯ Eric MΓΌller-Budack, Kader Pustu-Iren, Sebastian Diering, Ralph Ewerth
π PDF
π Sampling Clustering
π₯ Ching Tarn, Yinan Zhang, Ye Feng
π PDF
π Synaptic partner prediction from point annotations in insect brains
π₯ Julia Buhmann, Renate Krause, Rodrigo Ceballos Lentini, Nils Eckstein, Matthew Cook, Srinivas Turaga, Jan Funke
π PDF
π DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures
π₯ Jin-Dong Dong, An-Chieh Cheng, Da-Cheng Juan, Wei Wei, Min Sun
π PDF
π Characterizing multiple instance datasets
π₯ Veronika Cheplygina, David M. J. Tax
π PDF
π Crowd disagreement of medical images is informative
π₯ Veronika Cheplygina, Josien P. W. Pluim
π PDF
π A convex method for classification of groups of examples
π₯ Dori Peleg
π PDF
π CaloriNet: From silhouettes to calorie estimation in private environments
π₯ Alessandro Masullo, Tilo Burghardt, Dima Damen, Sion Hannuna, Victor Ponce-LΓ³pez, Majid Mirmehdi
π PDF
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π Learning Instance Segmentation by Interaction
π₯ Deepak Pathak, Yide Shentu, Dian Chen, Pulkit Agrawal, Trevor Darrell, Sergey Levine, Jitendra Malik
π PDF
π Quantizing deep convolutional networks for efficient inference: A whitepaper
π₯ Raghuraman Krishnamoorthi
π PDF
π Can Deep Learning Relax Endomicroscopy Hardware Miniaturization Requirements?
π₯ Saeed Izadi, Kathleen P. Moriarty, Ghassan Hamarneh
π PDF
π Are good local minima wide in sparse recovery?
π₯ Michael Moeller, Otmar Loffeld, Juergen Gall, Felix Krahmer
π PDF
π Layouts from Panoramic Images with Geometry and Deep Learning
π₯ Clara Fernandez-Labrador, Alejandro Perez-Yus, Gonzalo Lopez-Nicolas, Jose J. Guerrero
π PDF
π Don't only Feel Read: Using Scene text to understand advertisements
π₯ Arka Ujjwal dey, Suman K. Ghosh, Ernest Valveny
π PDF
π Learning Shared Multimodal Embeddings with Unpaired Data
π₯ AJ Piergiovanni, Michael S. Ryoo
π PDF
π Finding Person Relations in Image Data of the Internet Archive
π₯ Eric MΓΌller-Budack, Kader Pustu-Iren, Sebastian Diering, Ralph Ewerth
π PDF
π Sampling Clustering
π₯ Ching Tarn, Yinan Zhang, Ye Feng
π PDF
π Synaptic partner prediction from point annotations in insect brains
π₯ Julia Buhmann, Renate Krause, Rodrigo Ceballos Lentini, Nils Eckstein, Matthew Cook, Srinivas Turaga, Jan Funke
π PDF
π DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures
π₯ Jin-Dong Dong, An-Chieh Cheng, Da-Cheng Juan, Wei Wei, Min Sun
π PDF
π Characterizing multiple instance datasets
π₯ Veronika Cheplygina, David M. J. Tax
π PDF
π Crowd disagreement of medical images is informative
π₯ Veronika Cheplygina, Josien P. W. Pluim
π PDF
π A convex method for classification of groups of examples
π₯ Dori Peleg
π PDF
π CaloriNet: From silhouettes to calorie estimation in private environments
π₯ Alessandro Masullo, Tilo Burghardt, Dima Damen, Sion Hannuna, Victor Ponce-LΓ³pez, Majid Mirmehdi
π PDF
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π Leveraging Disease Progression Learning for Medical Image Recognition
π₯ Qicheng Lao, Thomas Fevens
π PDF
π Multi-Mapping Image-to-Image Translation with Central Biasing Normalization
π₯ Xiaoming Yu, Zhenqiang Ying, Ge Li, Wen Gao
π PDF
π Crowd Counting with Density Adaption Networks
π₯ Li Wang, Weiyuan Shao, Yao Lu, Hao Ye, Jian Pu, Yingbin Zheng
π PDF
π Coupled Dictionary Learning for Multi-contrast MRI Reconstruction
π₯ Pingfan Song, Lior Weizman, Joao F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues
π PDF
π AirLab: Autograd Image Registration Laboratory
π₯ Robin SandkΓΌhler, Christoph Jud, Simon Andermatt, Philippe C. Cattin
π PDF
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π Leveraging Disease Progression Learning for Medical Image Recognition
π₯ Qicheng Lao, Thomas Fevens
π PDF
π Multi-Mapping Image-to-Image Translation with Central Biasing Normalization
π₯ Xiaoming Yu, Zhenqiang Ying, Ge Li, Wen Gao
π PDF
π Crowd Counting with Density Adaption Networks
π₯ Li Wang, Weiyuan Shao, Yao Lu, Hao Ye, Jian Pu, Yingbin Zheng
π PDF
π Coupled Dictionary Learning for Multi-contrast MRI Reconstruction
π₯ Pingfan Song, Lior Weizman, Joao F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues
π PDF
π AirLab: Autograd Image Registration Laboratory
π₯ Robin SandkΓΌhler, Christoph Jud, Simon Andermatt, Philippe C. Cattin
π PDF
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π Benchmarking Neural Network Robustness to Common Corruptions and Surface Variations
π₯ Dan Hendrycks, Thomas G. Dietterich
π PDF
π Localization Recall Precision (LRP): A New Performance Metric for Object Detection
π₯ Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
π PDF
π Deep Learning Based Damage Detection on Post-Hurricane Satellite Imagery
π₯ Quoc Dung Cao, Youngjun Choe
π PDF
π Encoding Spatial Relations from Natural Language
π₯ Tiago Ramalho, TomΓ‘Ε‘ KociskΓ½, Frederic Besse, S. M. Ali Eslami, GΓ‘bor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann
π PDF
π AND: Autoregressive Novelty Detectors
π₯ Davide Abati, Angelo Porrello, Simone Calderara, Rita Cucchiara
π PDF
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π Benchmarking Neural Network Robustness to Common Corruptions and Surface Variations
π₯ Dan Hendrycks, Thomas G. Dietterich
π PDF
π Localization Recall Precision (LRP): A New Performance Metric for Object Detection
π₯ Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
π PDF
π Deep Learning Based Damage Detection on Post-Hurricane Satellite Imagery
π₯ Quoc Dung Cao, Youngjun Choe
π PDF
π Encoding Spatial Relations from Natural Language
π₯ Tiago Ramalho, TomΓ‘Ε‘ KociskΓ½, Frederic Besse, S. M. Ali Eslami, GΓ‘bor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann
π PDF
π AND: Autoregressive Novelty Detectors
π₯ Davide Abati, Angelo Porrello, Simone Calderara, Rita Cucchiara
π PDF
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π CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving
π₯ Xiaodan Liang, Tairui Wang, Luona Yang, Eric Xing
π PDF
π Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks
π₯ Robert Rudolph, Katja Herzog, Reinhard TΓΆpfer, Volker Steinhage
π PDF
π Towards Head Motion Compensation Using Multi-Scale Convolutional Neural Networks
π₯ Omer Rajput, Nils Gessert, Martin Gromniak, Lars MatthΓ€us, Alexander Schlaefer
π PDF
π Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images
π₯ Shenghua He, Jie Zheng, Akiko Maehara, Gary Mintz, Dalin Tang, Mark Anastasio, Hua Li
π PDF
π Essential Tensor Learning for Multi-view Spectral Clustering
π₯ Jianlong Wu, Zhouchen Lin, Hongbin Zha
π PDF
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π CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving
π₯ Xiaodan Liang, Tairui Wang, Luona Yang, Eric Xing
π PDF
π Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks
π₯ Robert Rudolph, Katja Herzog, Reinhard TΓΆpfer, Volker Steinhage
π PDF
π Towards Head Motion Compensation Using Multi-Scale Convolutional Neural Networks
π₯ Omer Rajput, Nils Gessert, Martin Gromniak, Lars MatthΓ€us, Alexander Schlaefer
π PDF
π Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images
π₯ Shenghua He, Jie Zheng, Akiko Maehara, Gary Mintz, Dalin Tang, Mark Anastasio, Hua Li
π PDF
π Essential Tensor Learning for Multi-view Spectral Clustering
π₯ Jianlong Wu, Zhouchen Lin, Hongbin Zha
π PDF
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π PS-FCN: A Flexible Learning Framework for Photometric Stereo
π₯ Guanying Chen, Kai Han, Kwan-Yee K. Wong
π PDF
π Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking
π₯ Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondrej Chum
π PDF
π Dual Refinement Network for Single-Shot Object Detection
π₯ Xingyu Chen, Zhengxing Wu, Junzhi Yu
π PDF
π Region Convolutional Features for Multi-Label Remote Sensing Image Retrieval
π₯ Weixun Zhou, Xueqing Deng, Zhenfeng Shao
π PDF
π From Volcano to Toyshop: Adaptive Discriminative Region Discovery for Scene Recognition
π₯ Zhengyu Zhao, Martha Larson
π PDF
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π PS-FCN: A Flexible Learning Framework for Photometric Stereo
π₯ Guanying Chen, Kai Han, Kwan-Yee K. Wong
π PDF
π Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking
π₯ Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondrej Chum
π PDF
π Dual Refinement Network for Single-Shot Object Detection
π₯ Xingyu Chen, Zhengxing Wu, Junzhi Yu
π PDF
π Region Convolutional Features for Multi-Label Remote Sensing Image Retrieval
π₯ Weixun Zhou, Xueqing Deng, Zhenfeng Shao
π PDF
π From Volcano to Toyshop: Adaptive Discriminative Region Discovery for Scene Recognition
π₯ Zhengyu Zhao, Martha Larson
π PDF
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