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Dhruv Batra
Dhruv Batra
Prev: FAIR (Meta AI), Georgia Tech
Correu electrònic verificat a dhruvbatra.com - Pàgina d'inici
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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
224442017
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
67392015
Grad-CAM: visual explanations from deep networks via gradient-based localization
RR Selvaraju, M Cogswell, A Das, R Vedantam, D Parikh, D Batra
International journal of computer vision 128, 336-359, 2020
52512020
Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks
J Lu, D Batra, D Parikh, S Lee
Advances in neural information processing systems 32, 2019
41942019
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
34542017
Hierarchical question-image co-attention for visual question answering
J Lu, J Yang, D Batra, D Parikh
Advances in neural information processing systems 29, 2016
20842016
Habitat: A platform for embodied ai research
M Savva, A Kadian, O Maksymets, Y Zhao, E Wijmans, B Jain, J Straub, ...
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
15522019
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
12202017
Towards vqa models that can read
A Singh, V Natarajan, M Shah, Y Jiang, X Chen, D Batra, D Parikh, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
10842019
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
10472016
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
10362018
Ego4d: Around the world in 3,000 hours of egocentric video
K Grauman, A Westbury, E Byrne, Z Chavis, A Furnari, R Girdhar, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
9932022
The Replica dataset: A digital replica of indoor spaces
J Straub, T Whelan, L Ma, Y Chen, E Wijmans, S Green, JJ Engel, ...
arXiv preprint arXiv:1906.05797, 2019
8682019
Grad-CAM: Why did you say that?
RR Selvaraju, A Das, R Vedantam, M Cogswell, D Parikh, D Batra
arXiv preprint arXiv:1611.07450, 2016
8062016
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
8022016
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
7722018
Don't just assume; look and answer: Overcoming priors for visual question answering
A Agrawal, D Batra, D Parikh, A Kembhavi
Proceedings of the IEEE conference on computer vision and pattern …, 2018
7562018
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
6372010
Counterfactual visual explanations
Y Goyal, Z Wu, J Ernst, D Batra, D Parikh, S Lee
International Conference on Machine Learning, 2376-2384, 2019
6312019
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
6072016
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