Dhruv Batra
Dhruv Batra
Georgia Tech and Facebook AI Research
Dirección de correo verificada de gatech.edu - Página principal
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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
23362017
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
19512015
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
7512016
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
5582017
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
4752010
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
4252017
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
340*2015
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
3042016
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
2692012
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
2562017
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
2272017
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
2112018
Reducing overfitting in deep networks by decorrelating representations
M Cogswell, F Ahmed, R Girshick, L Zitnick, D Batra
arXiv preprint arXiv:1511.06068, 2015
1922015
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
1882013
A corpus and cloze evaluation for deeper understanding of commonsense stories
N Mostafazadeh, N Chambers, X He, D Parikh, D Batra, L Vanderwende, ...
Proceedings of the 2016 Conference of the North American Chapter of the …, 2016
1742016
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
1732018
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
1682016
Visual Storytelling
THK Huang, F Ferraro, N Mostafazadeh, I Misra, A Agrawal, J Devlin, ...
NAACL, 2016
1642016
Deal or no deal? end-to-end learning for negotiation dialogues
M Lewis, D Yarats, YN Dauphin, D Parikh, D Batra
arXiv preprint arXiv:1706.05125, 2017
1632017
Neural baby talk
J Lu, J Yang, D Batra, D Parikh
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1582018
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Artículos 1–20