Stefan Lee
Stefan Lee
Assistant Professor, Oregon State University
Vahvistettu sähköpostiosoite verkkotunnuksessa oregonstate.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks
J Lu, D Batra, D Parikh, S Lee
arXiv preprint arXiv:1908.02265, 2019
3932019
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
3172017
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
2972018
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
2862018
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
2552015
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
2162016
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
1182015
Natural language does not emerge'naturally'in multi-agent dialog
S Kottur, JMF Moura, S Lee, D Batra
arXiv preprint arXiv:1706.08502, 2017
1152017
Stochastic multiple choice learning for training diverse deep ensembles
S Lee, S Purushwalkam, M Cogswell, V Ranjan, D Crandall, D Batra
arXiv preprint arXiv:1606.07839, 2016
1072016
Counterfactual visual explanations
Y Goyal, Z Wu, J Ernst, D Batra, D Parikh, S Lee
International Conference on Machine Learning, 2376-2384, 2019
872019
Overcoming language priors in visual question answering with adversarial regularization
S Ramakrishnan, A Agrawal, S Lee
arXiv preprint arXiv:1810.03649, 2018
812018
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
712018
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
682020
Neural modular control for embodied question answering
A Das, G Gkioxari, S Lee, D Parikh, D Batra
Conference on Robot Learning, 53-62, 2018
612018
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
562019
Evaluating visual conversational agents via cooperative human-ai games
P Chattopadhyay, D Yadav, V Prabhu, A Chandrasekaran, A Das, S Lee, ...
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 5 (1), 2017
512017
This hand is my hand: A probabilistic approach to hand disambiguation in egocentric video
S Lee, S Bambach, DJ Crandall, JM Franchak, C Yu
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
462014
Predicting geo-informative attributes in large-scale image collections using convolutional neural networks
S Lee, H Zhang, DJ Crandall
2015 IEEE Winter Conference on Applications of Computer Vision, 550-557, 2015
452015
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
412019
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
412019
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