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4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.3070-3079

2019

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A Unified Framework for Multi-target Tracking and Collective Activity Recognition

Computer Vision – ECCV 2012, p.215-230

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3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction

Computer Vision – ECCV 2016, p.628-644

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Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.658-666

2019

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Tracking the Untrackable: Learning to Track Multiple Cues with Long-Term Dependencies

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.300-311

2017

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Learning to Track: Online Multi-object Tracking by Decision Making

2015 IEEE International Conference on Computer Vision (ICCV), 2015, p.4705-4713

2015

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Deep Metric Learning via Lifted Structured Feature Embedding

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.4004-4012

2016

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Learning to Track at 100 FPS with Deep Regression Networks

Computer Vision – ECCV 2016, p.749-765

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Structural-RNN: Deep Learning on Spatio-Temporal Graphs

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.5308-5317

2016

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SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.1349-1358

2019

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Social LSTM: Human Trajectory Prediction in Crowded Spaces

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.961-971

2016

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Gibson Env: Real-World Perception for Embodied Agents

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.9068-9079

2018

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Learning context for collective activity recognition

CVPR 2011, 2011, p.3273-3280

2011

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ObjectNet3D: A Large Scale Database for 3D Object Recognition

Computer Vision – ECCV 2016, p.160-176

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3D Semantic Parsing of Large-Scale Indoor Spaces

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.1534-1543

2016

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Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.2255-2264

2018

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Adversarial Feature Augmentation for Unsupervised Domain Adaptation

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.5495-5504

2018

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Taskonomy: Disentangling Task Transfer Learning

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.3712-3722

2018

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Recognizing human actions by attributes

CVPR 2011, 2011, p.3337-3344

2011

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Social Scene Understanding: End-to-End Multi-person Action Localization and Collective Activity Recognition

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.3425-3434

2017

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Articulated part-based model for joint object detection and pose estimation

2011 International Conference on Computer Vision, 2011, p.723-730

2011

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Deep Learning Under Privileged Information Using Heteroscedastic Dropout

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.8886-8895

2018

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DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.3338-3347

2019

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Cross-view action recognition via view knowledge transfer

CVPR 2011, 2011, p.3209-3216

2011

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Beyond PASCAL: A benchmark for 3D object detection in the wild

IEEE Winter Conference on Applications of Computer Vision, 2014, p.75-82

2014

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4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks

A Unified Framework for Multi-target Tracking and Collective Activity Recognition

3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction

Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression

Tracking the Untrackable: Learning to Track Multiple Cues with Long-Term Dependencies

Learning to Track: Online Multi-object Tracking by Decision Making

Deep Metric Learning via Lifted Structured Feature Embedding

Learning to Track at 100 FPS with Deep Regression Networks

Structural-RNN: Deep Learning on Spatio-Temporal Graphs

SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints

Social LSTM: Human Trajectory Prediction in Crowded Spaces

Gibson Env: Real-World Perception for Embodied Agents

Learning context for collective activity recognition

ObjectNet3D: A Large Scale Database for 3D Object Recognition

3D Semantic Parsing of Large-Scale Indoor Spaces

Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks

Adversarial Feature Augmentation for Unsupervised Domain Adaptation

Taskonomy: Disentangling Task Transfer Learning

Recognizing human actions by attributes

Social Scene Understanding: End-to-End Multi-person Action Localization and Collective Activity Recognition

Articulated part-based model for joint object detection and pose estimation

Deep Learning Under Privileged Information Using Heteroscedastic Dropout

DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion

Cross-view action recognition via view knowledge transfer

Beyond PASCAL: A benchmark for 3D object detection in the wild

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