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Beyond Image to Depth: Improving Depth Prediction using Echoes


Apr 03, 2021
Kranti Kumar Parida, Siddharth Srivastava, Gaurav Sharma

* To appear in CVPR 2021 

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Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks


Mar 28, 2021
Siddharth Srivastava, Gaurav Sharma

* ICRA 2021 

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Discriminative Semantic Transitive Consistency for Cross-Modal Learning


Mar 25, 2021
Kranti Kumar Parida, Gaurav Sharma


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Object Detection with a Unified Label Space from Multiple Datasets


Aug 15, 2020
Xiangyun Zhao, Samuel Schulter, Gaurav Sharma, Yi-Hsuan Tsai, Manmohan Chandraker, Ying Wu

* To appear in ECCV 2020, project page http://www.nec-labs.com/~mas/UniDet/ 

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Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos


Oct 19, 2019
Kranti Kumar Parida, Neeraj Matiyali, Tanaya Guha, Gaurav Sharma

* To appear in WACV 2022, Project Page: https://cse.iitk.ac.in/users/kranti/avzsl.html 

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Video Person Re-Identification using Learned Clip Similarity Aggregation


Oct 17, 2019
Neeraj Matiyali, Gaurav Sharma


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A Novel Deep Learning Pipeline for Retinal Vessel Detection in Fluorescein Angiography


Jul 05, 2019
Li Ding, Mohammad H. Bawany, Ajay E. Kuriyan, Rajeev S. Ramchandran, Charles C. Wykoff, Gaurav Sharma


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Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles


Mar 27, 2019
Siddharth Srivastava, Frederic Jurie, Gaurav Sharma


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Zero-Shot Object Detection


Jul 27, 2018
Ankan Bansal, Karan Sikka, Gaurav Sharma, Rama Chellappa, Ajay Divakaran

* 17 pages. ECCV 2018 

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Unsupervised Learning of Face Representations


Mar 03, 2018
Samyak Datta, Gaurav Sharma, C. V. Jawahar


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Large Scale Novel Object Discovery in 3D


Feb 20, 2018
Siddharth Srivastava, Gaurav Sharma, Brejesh Lall

* Accepted for publication at IEEE Winter Conference on Applications of Computer Vision (WACV 2018) 

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Evolving Latent Space Model for Dynamic Networks


Feb 11, 2018
Shubham Gupta, Gaurav Sharma, Ambedkar Dukkipati


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Vehicle Tracking in Wide Area Motion Imagery via Stochastic Progressive Association Across Multiple Frames (SPAAM)


Sep 18, 2017
Ahmed Elliethy, Gaurav Sharma


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Discriminatively Trained Latent Ordinal Model for Video Classification


Aug 15, 2017
Karan Sikka, Gaurav Sharma

* Paper accepted in IEEE TPAMI. arXiv admin note: substantial text overlap with arXiv:1604.01500 

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AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos


Jun 25, 2017
Amlan Kar, Nishant Rai, Karan Sikka, Gaurav Sharma

* CVPR 2017 Camera Ready Version 

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An Empirical Evaluation of Visual Question Answering for Novel Objects


Apr 08, 2017
Santhosh K. Ramakrishnan, Ambar Pal, Gaurav Sharma, Anurag Mittal

* 11 pages, 4 figures, accepted in CVPR 2017 (poster) 

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Deep fusion of visual signatures for client-server facial analysis


Nov 09, 2016
Binod Bhattarai, Gaurav Sharma, Frederic Jurie


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CP-mtML: Coupled Projection multi-task Metric Learning for Large Scale Face Retrieval


Apr 11, 2016
Binod Bhattarai, Gaurav Sharma, Frederic Jurie


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Latent Embeddings for Zero-shot Classification


Apr 10, 2016
Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele

* 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 

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LOMo: Latent Ordinal Model for Facial Analysis in Videos


Apr 06, 2016
Karan Sikka, Gaurav Sharma, Marian Bartlett

* 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 

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Expanded Parts Model for Semantic Description of Humans in Still Images


Feb 25, 2016
Gaurav Sharma, Frederic Jurie, Cordelia Schmid

* Accepted for publication in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

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Local Higher-Order Statistics (LHS) describing images with statistics of local non-binarized pixel patterns


Oct 02, 2015
Gaurav Sharma, Frederic Jurie

* CVIU preprint 

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Scalable Nonlinear Embeddings for Semantic Category-based Image Retrieval


Sep 29, 2015
Gaurav Sharma, Bernt Schiele

* ICCV 2015 preprint 

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Digital Color Imaging


Sep 26, 2001
Gaurav Sharma, H. Joel Trussell

* IEEE Trans. Image Proc., vol. 6, no. 7, pp. 901-932, Jul. 1997 

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