Michael Cogswell
Michael Cogswell
Verified email at sri.com - Homepage
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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
Reducing overfitting in deep networks by decorrelating representations
M Cogswell, F Ahmed, R Girshick, L Zitnick, D Batra
arXiv preprint arXiv:1511.06068, 2015
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
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
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
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
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
Emergence of compositional language with deep generational transmission
M Cogswell, J Lu, S Lee, D Parikh, D Batra
arXiv preprint arXiv:1904.09067, 2019
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
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data
M Cogswell, J Lu, R Jain, S Lee, D Parikh, D Batra
arXiv preprint arXiv:2007.12750, 2020
Abhishek Das
A Das, S Kottur, JMF Moura, S Lee, D Batra, K Gupta, A Singh, D Yadav, ...
Understanding Representations and Reducing their Redundancy in Deep Networks
MA Cogswell
Virginia Tech, 2016
Semantic segmentation with deep learning
M Cogswell, D Batra
Scene Understanding Workshop (SUNw) on CVPR, 2014
Comprehension Based Question Answering using Bloom's Taxonomy
P Sahu, M Cogswell, S Rutherford-Quach, A Divakaran
arXiv preprint arXiv:2106.04653, 2021
Knowing What VQA Does Not: Pointing to Error-Inducing Regions to Improve Explanation Helpfulness
A Ray, M Cogswell, X Lin, K Alipour, A Divakaran, Y Yao, G Burachas
arXiv preprint arXiv:2103.14712, 2021
Disentangling Neural Network Representations for Improved Generalization
MA Cogswell
Georgia Institute of Technology, 2020
Reducing Overfitting in Deep Networks by Decorrelating Representations Download PDF
M Cogswell, F Ahmed, R Girshick, L Zitnick, D Batra
Devi Parikh1, 2 Dhruv Batra1, 2 1Georgia Institute of Technology 2Facebook AI Research
RR Selvaraju, M Cogswell, A Das, R Vedantam
CVPR 2019 Outstanding Reviewers
P Anderson, M Aubry, S Buchanan, M Cogswell, M Collins, D Crandall, ...
Propose and Re-rank Semantic Segmentation via Deep Image Classification
XLMCD Parikh, D Batra
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