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Stefan Lee
Stefan Lee
Assistant Professor, Oregon State University
Geverifieerd e-mailadres voor oregonstate.edu - Homepage
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Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks
J Lu, D Batra, D Parikh, S Lee
Advances in neural information processing systems 32, 2019
13472019
Graph r-cnn for scene graph generation
J Yang, J Lu, S Lee, D Batra, D Parikh
Proceedings of the European conference on computer vision (ECCV), 670-685, 2018
5642018
Embodied question answering
A Das, S Datta, G Gkioxari, S Lee, D Parikh, D Batra
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
4342018
Learning cooperative visual dialog agents with deep reinforcement learning
A Das, S Kottur, JMF Moura, S Lee, D Batra
Proceedings of the IEEE international conference on computer vision, 2951-2960, 2017
3742017
Lending a hand: Detecting hands and recognizing activities in complex egocentric interactions
S Bambach, S Lee, DJ Crandall, C Yu
Proceedings of the IEEE international conference on computer vision, 1949-1957, 2015
3622015
Diverse beam search: Decoding diverse solutions from neural sequence models
AK Vijayakumar, M Cogswell, RR Selvaraju, Q Sun, S Lee, D Crandall, ...
arXiv preprint arXiv:1610.02424, 2016
2972016
12-in-1: Multi-task vision and language representation learning
J Lu, V Goswami, M Rohrbach, D Parikh, S Lee
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
2432020
Counterfactual visual explanations
Y Goyal, Z Wu, J Ernst, D Batra, D Parikh, S Lee
International Conference on Machine Learning, 2376-2384, 2019
2352019
Why M heads are better than one: Training a diverse ensemble of deep networks
S Lee, S Purushwalkam, M Cogswell, D Crandall, D Batra
arXiv preprint arXiv:1511.06314, 2015
2002015
Natural language does not emerge'naturally'in multi-agent dialog
S Kottur, JMF Moura, S Lee, D Batra
arXiv preprint arXiv:1706.08502, 2017
1652017
Dd-ppo: Learning near-perfect pointgoal navigators from 2.5 billion frames
E Wijmans, A Kadian, A Morcos, S Lee, I Essa, D Parikh, M Savva, ...
arXiv preprint arXiv:1911.00357, 2019
1512019
Stochastic multiple choice learning for training diverse deep ensembles
S Lee, S Purushwalkam Shiva Prakash, M Cogswell, V Ranjan, ...
Advances in Neural Information Processing Systems 29, 2016
1482016
Overcoming language priors in visual question answering with adversarial regularization
S Ramakrishnan, A Agrawal, S Lee
Advances in Neural Information Processing Systems 31, 2018
1412018
Taking a hint: Leveraging explanations to make vision and language models more grounded
RR Selvaraju, S Lee, Y Shen, H Jin, S Ghosh, L Heck, D Batra, D Parikh
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
1262019
Diverse beam search for improved description of complex scenes
A Vijayakumar, M Cogswell, R Selvaraju, Q Sun, S Lee, D Crandall, ...
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
1262018
Neural modular control for embodied question answering
A Das, G Gkioxari, S Lee, D Parikh, D Batra
Conference on Robot Learning, 53-62, 2018
942018
Audio visual scene-aware dialog
H Alamri, V Cartillier, A Das, J Wang, A Cherian, I Essa, D Batra, TK Marks, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
892019
Improving vision-and-language navigation with image-text pairs from the web
A Majumdar, A Shrivastava, S Lee, P Anderson, D Parikh, D Batra
European Conference on Computer Vision, 259-274, 2020
842020
Embodied question answering in photorealistic environments with point cloud perception
E Wijmans, S Datta, O Maksymets, A Das, G Gkioxari, S Lee, I Essa, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
842019
Beyond the nav-graph: Vision-and-language navigation in continuous environments
J Krantz, E Wijmans, A Majumdar, D Batra, S Lee
European Conference on Computer Vision, 104-120, 2020
762020
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Artikelen 1–20