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Devanshu Arya
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Year
Hypersage: Generalizing inductive representation learning on hypergraphs
D Arya, DK Gupta, S Rudinac, M Worring
arXiv preprint arXiv:2010.04558, 2020
752020
Rotation Equivariant Siamese Networks for Tracking
DK Gupta, D Arya, E Gavves
IEEE conference on computer vision and pattern recognition (CVPR), 2021
522021
Exploiting Relational Information in Social Networks using Geometric Deep Learning on Hypergraphs
D Arya, M Worring
Proceedings of the 2018 ACM on International Conference on Multimedia …, 2018
382018
Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification
D Arya, R Olij, DK Gupta, A El Gazzar, G van Wingen, M Worring, ...
Medical Imaging with Deep Learning (MIDL), 2020
332020
Visual Analytics for Temporal Hypergraph Model Exploration
MT Fischer, D Arya, D Streeb, D Seebacher, DA Keim, M Worring
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
312020
HyperLearn: a distributed approach for representation learning in datasets with many modalities
D Arya, S Rudinac, M Worring
Proceedings of the 27th ACM International Conference on Multimedia (ACMMM), 2019
132019
Hard Occlusions in Visual Object Tracking
TP Kuipers, D Arya, DK Gupta
European Conference on Computer Vision (ECCV) Workshop, 2020
92020
Adaptive neural message passing for inductive learning on hypergraphs
D Arya, DK Gupta, S Rudinac, M Worring
arXiv preprint arXiv:2109.10683, 2021
72021
Livestock Monitoring with Transformer
B Tangirala, I Bhandari, D Laszlo, DK Gupta, RM Thomas, D Arya
British Machine Vision Conference (BMVC), 2021
62021
Predicting Behavioural Patterns in Discussion Forums using Deep Learning on Hypergraphs
D Arya, S Rudinac, M Worring
Proceedings of the 17th IEEE Content Based Multimedia Indexing (CBMI …, 2019
62019
Medical imaging with deep learning
D Arya, R Olij, DK Gupta, A El Gazzar, G Wingen, M Worring, RM Thomas
PMLR,, 2020
52020
Visual Analytics Framework for the Assessment of Temporal Hypergraph Prediction Models
D Streeb, D Arya, DA Keim, M Worring
Set Visual Analytics Workshop at IEEE VIS 2019, 2019
42019
Improving Solar Cell Metallization Designs using Convolutional Neural Networks
S Bhattacharya, D Arya, D Bhowmick, RM Thomas, DK Gupta
ICLR2021, Deep Learning for Simulation (SimDL) workshop, 2021
32021
Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects
BG Cardenas, D Arya, DK Gupta
International Conference on Image Processing (ICIP), 2021
22021
Interactive exploration of journalistic video footage through multimodal semantic matching
S Ibrahimi, S Chen, D Arya, A Cāmara, Y Chen, T Crijns, M Van Der Goes, ...
Proceedings of the 27th ACM International Conference on Multimedia Demo, 2019
22019
Significance of variable height-bandwidth group delay filters in the spectral reconstruction of speech.
D Arya, A Raj, RM Hegde
INTERSPEECH, 1682-1686, 2013
12013
RCV2023 Challenges: Benchmarking Model Training and Inference for Resource-Constrained Deep Learning
R Tiwari, A Chavan, D Gupta, G Mago, A Gupta, A Gupta, S Sharan, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
2023
Multimodal deep learning on hypergraphs
D Arya
2022
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