Michael Cogswell
Michael Cogswell
Verified email at gatech.edu - Homepage
TitleCited byYear
Grad-cam: Visual explanations from deep networks via gradient-based localization
RR Selvaraju, M Cogswell, A Das, R Vedantam, D Parikh, D Batra
Proceedings of the IEEE International Conference on Computer Vision, 618-626, 2017
10072017
Reducing overfitting in deep networks by decorrelating representations
M Cogswell, F Ahmed, R Girshick, L Zitnick, D Batra
arXiv preprint arXiv:1511.06068, 2015
1302015
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
942016
Stochastic multiple choice learning for training diverse deep ensembles
S Lee, SPS Prakash, M Cogswell, V Ranjan, D Crandall, D Batra
Advances in Neural Information Processing Systems, 2119-2127, 2016
572016
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
532015
Running students' software tests against each others' code: new life for an old gimmick
SH Edwards, Z Shams, M Cogswell, RC Senkbeil
Proceedings of the 43rd ACM technical symposium on Computer Science …, 2012
302012
Diverse beam search for improved description of complex scenes
AK Vijayakumar, M Cogswell, RR Selvaraju, Q Sun, S Lee, D Crandall, ...
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
162018
Combining the best of graphical models and convnets for semantic segmentation
M Cogswell, X Lin, S Purushwalkam, D Batra
arXiv preprint arXiv:1412.4313, 2014
152014
Understanding Representations and Reducing their Redundancy in Deep Networks
MA Cogswell
Virginia Tech, 2016
12016
Semantic segmentation with deep learning
M Cogswell, D Batra
SUNw: Scene Understanding Workshop, IEEE Conference on Computer Vision and …, 2014
12014
Emergence of Compositional Language with Deep Generational Transmission
M Cogswell, J Lu, S Lee, D Parikh, D Batra
arXiv preprint arXiv:1904.09067, 2019
2019
Propose and Re-rank Semantic Segmentation via Deep Image Classification
XLMCD Parikh, D Batra
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Articles 1–12