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Gaurav Mittal
Gaurav Mittal
Senior Researcher, Microsoft
Verified email at microsoft.com - Homepage
Title
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Year
Spotgarbage: smartphone app to detect garbage using deep learning
G Mittal, KB Yagnik, M Garg, NC Krishnan
Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016
2462016
Attentive semantic video generation using captions
T Marwah*, G Mittal*, VN Balasubramanian
Proceedings of the IEEE International Conference on Computer Vision, 1426-1434, 2017
772017
Sync-DRAW: Automatic video generation using deep recurrent attentive architectures
G Mittal*, T Marwah*, VN Balasubramanian
Proceedings of the 25th ACM international conference on Multimedia, 1096-1104, 2017
642017
Interactive image generation using scene graphs
G Mittal*, S Agrawal*, A Agarwal*, S Mehta*, T Marwah*
International Conference on Learning Representations 2019 Workshop on Deep …, 2019
472019
Animating face using disentangled audio representations
G Mittal, B Wang
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
452020
On Adversarial Robustness: A Neural Architecture Search perspective
C Devaguptapu, D Agarwal*, G Mittal*, VN Balasubramanian
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
37*2021
Computing system for expressive three-dimensional facial animation
G Mittal, B Wang
US Patent 11,238,885, 2022
362022
HyperSTAR: Task-Aware Hyperparameters for Deep Networks
G Mittal*, C Liu*, N Karianakis, V Fragoso, M Chen, Y Fu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
322020
GateHUB: Gated History Unit with Background Suppression for Online Action Detection
J Chen*, G Mittal*, Y Yu, Y Kong, M Chen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
292022
Batman: Bilateral attention transformer in motion-appearance neighboring space for video object segmentation
Y Yu, J Yuan, G Mittal, L Fuxin, M Chen
European Conference on Computer Vision, 612-629, 2022
282022
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation
J Patravali*, G Mittal*, Y Yu, F Li, M Chen
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
192021
PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization
MN Rizve*, G Mittal*, Y Yu, M Hall, S Sajeev, M Shah, M Chen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
182023
Blt: Balancing long-tailed datasets with adversarially-perturbed images
J Kozerawski, V Fragoso, N Karianakis, G Mittal, M Turk, M Chen
Proceedings of the Asian Conference on Computer Vision, 2020
142020
ProTeGe: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding
L Wang*, G Mittal*, S Sajeev, Y Yu, M Hall, VN Boddeti, M Chen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
62023
Rule by example: harnessing logical rules for explainable hate speech detection
C Clarke, M Hall, G Mittal, Y Yu, S Sajeev, J Mars, M Chen
arXiv preprint arXiv:2307.12935, 2023
42023
Task-aware recommendation of hyperparameter configurations
G Mittal, VMF ROJAS, N Karianakis, M Chen, C Liu
US Patent 11,544,561, 2023
42023
Supervised deep segmentation network for brain extraction
A Sikka*, G Mittal*, DR Bathula, NC Krishnan
Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and …, 2016
42016
Leveraging Unsupervised Meta-Learning To Boost Few-Shot Action Recognition
G Mittal, Y Yu, M Chen, JS Patravali
US Patent App. 17/535,517, 2023
22023
MUSE: Feature Self-Distillation with Mutual Information and Self-Information
Y Gong*, Y Yu*, G Mittal, G Mori, M Chen
British Machine Vision Conference (BMVC) 2021, 2021
22021
Rethinking Multimodal Content Moderation from an Asymmetric Angle with Mixed-modality
J Yuan, Y Yu, G Mittal, M Hall, S Sajeev, M Chen
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
12024
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