Dhruv Batra
Dhruv Batra
Georgia Tech and Facebook AI Research
Verified email at gatech.edu - Homepage
TitleCited byYear
VQA: Visual Question Answering
S Antol, A Agrawal, J Lu, M Mitchell, D Batra, C Lawrence Zitnick, ...
Proceedings of the IEEE International Conference on Computer Vision, 2425-2433, 2015
13712015
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
12572017
Hierarchical question-image co-attention for visual question answering
J Lu, J Yang, D Batra, D Parikh
Advances In Neural Information Processing Systems, 289-297, 2016
5662016
icoseg: Interactive co-segmentation with intelligent scribble guidance
D Batra, A Kowdle, D Parikh, J Luo, T Chen
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
4302010
Making the V in VQA matter: Elevating the role of image understanding in Visual Question Answering
Y Goyal, T Khot, D Summers-Stay, D Batra, D Parikh
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
3642017
A comparative study of modern inference techniques for structured discrete energy minimization problems
JH Kappes, B Andres, FA Hamprecht, C Schnörr, S Nowozin, D Batra, ...
International Journal of Computer Vision 115 (2), 155-184, 2015
306*2015
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems
JH Kappes, B Andres, FA Hamprecht, C Schnörr, S Nowozin, D Batra, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
3062013
Visual dialog
A Das, S Kottur, K Gupta, A Singh, D Yadav, JMF Moura, D Parikh, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
2802017
Joint unsupervised learning of deep representations and image clusters
J Yang, D Parikh, D Batra
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
2072016
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
1862017
Diverse m-best solutions in markov random fields
D Batra, P Yadollahpour, A Guzman-Rivera, G Shakhnarovich
European Conference on Computer Vision, 1-16, 2012
1842012
Human attention in visual question answering: Do humans and deep networks look at the same regions?
A Das, H Agrawal, L Zitnick, D Parikh, D Batra
Computer Vision and Image Understanding 163, 90-100, 2017
1762017
Reducing overfitting in deep networks by decorrelating representations
M Cogswell, F Ahmed, R Girshick, L Zitnick, D Batra
arXiv preprint arXiv:1511.06068, 2015
1412015
A corpus and evaluation framework for deeper understanding of commonsense stories
N Mostafazadeh, N Chambers, X He, D Parikh, D Batra, L Vanderwende, ...
arXiv preprint arXiv:1604.01696, 2016
1262016
A corpus and evaluation framework for deeper understanding of commonsense stories
N Mostafazadeh, N Chambers, X He, D Parikh, D Batra, L Vanderwende, ...
arXiv preprint arXiv:1604.01696, 2016
1262016
Vqa: Visual question answering
A Agrawal, J Lu, S Antol, M Mitchell, CL Zitnick, D Parikh, D Batra
International Journal of Computer Vision 123 (1), 4-31, 2017
1232017
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
1172018
Yin and yang: Balancing and answering binary visual questions
P Zhang, Y Goyal, D Summers-Stay, D Batra, D Parikh
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
1172016
Visual Storytelling
THK Huang, F Ferraro, N Mostafazadeh, I Misra, A Agrawal, J Devlin, ...
NAACL, 2016
1142016
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
1092016
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