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Mahajan Dhruv

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I am a Research Scientist at Yahoo Research Bangalore.I was affiliated with the Computer Graphics Group. My thesis advisors were Prof. Ravi Ramamoorthi and Prof. Peter Belhumeur. I did my Masters in CS from Columbia University in 2006 and undergrad. in Computer Science from Indian Institute Of Technology Delhi (IIT-Delhi) in 2004.

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Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias

Singh Krishna Kumar,Mahajan Dhruv,Grauman Kristen,Lee Yong Jae,Feiszli Matt,Ghadiyaram Deepti

CVPR, pp.11067-11075, (2020)

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Machine Learning Algorithms for Traffic Interruption Detection

Yashaswi Karnati,Dhruv Mahajan,Anand Rangarajan,Sanjay Ranka

2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC), pp.231-236, (2020)

EIWOSBibtex

A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs

Dhruv Mahajan, Tania Banerjee, Yashaswi Karnati,Anand Rangarajan,Sanjay Ranka

VEHITS, pp.203-210, (2020)

EIBibtex

Data Mining Algorithms for Traffic Interruption Detection

Yashaswi Karnati,Dhruv Mahajan,Anand Rangarajan,Sanjay Ranka

VEHITS, pp.106-114, (2020)

EIBibtex

Self-Supervised Learning by Cross-Modal Audio-Video Clustering

Humam Alwassel,Dhruv Mahajan,Bruno Korbar,Lorenzo Torresani,Bernard Ghanem,Du Tran

NeurIPS 2020, (2020)

Bibtex

DLWL: Improving Detection for Lowshot Classes With Weakly Labelled Data

Vignesh Ramanathan, Rui Wang,Dhruv Mahajan

CVPR, pp.9339-9349, (2020)

EIBibtex

Scaling and Benchmarking Self-Supervised Visual Representation Learning

Priya Goyal,Dhruv Mahajan,Abhinav Gupta,Ishan Misra

International Conference on Computer Vision, pp.6391-6400, (2019)

Cited by52EIBibtex

Measuring Dataset Granularity

Cui Yin, Gu Zeqi,Mahajan Dhruv,van der Maaten Laurens,Belongie Serge,Lim Ser-Nam

Bibtex

From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality

Ying Zhenqiang,Niu Haoran,Gupta Praful,Mahajan Dhruv,Ghadiyaram Deepti,Bovik Alan

CVPR, pp.3572-3582, (2019)

Cited by5EIBibtex

Self-Supervised Learning by Cross-Modal Audio-Video Clustering

Alwassel Humam,Mahajan Dhruv, Torresani Lorenzo, Ghanem Bernard,Tran Du

Cited by8Bibtex

Stochastic Spread Pairs Trading in the Indian Commodity Market

Mahajan Dhruv, Chandra Abhijeet

Bibtex

Scaling and Benchmarking Self-Supervised Visual Representation Learning

Priya Goyal,Dhruv Mahajan,Abhinav Gupta,Ishan Misra

ICCV, pp.6390-6399, (2019)

Cited by77EIBibtex

Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition

Deepti Ghadiyaram,Du Tran,Dhruv Mahajan

CVPR, pp.12046-12055, (2019)

Cited by31EIBibtex

ClusterFit: Improving Generalization of Visual Representations

Yan Xueting,Misra Ishan,Gupta Abhinav,Ghadiyaram Deepti,Mahajan Dhruv

CVPR, pp.6508-6517, (2019)

Cited by8EIBibtex

Analyzing Traffic Signal Performance Measures to Automatically Classify Signalized Intersections

Dhruv Mahajan, Tania Banerjee,Anand Rangarajan, Nithin Agarwal,Jeremy Dilmore, Emmanuel Posadas,Sanjay Ranka

(2019): 138-147

EIBibtex

Billion-scale semi-supervised learning for image classification

I. Zeki Yalniz,Hervé Jégou,Kan Chen, Manohar Paluri,Dhruv Mahajan

arXiv: Computer Vision and Pattern Recognition, (2019)

EIBibtex

Large-scale weakly-supervised pre-training for video action recognition

Deepti Ghadiyaram, Matt Feiszli,Du Tran, Xueting Yan,Heng Wang,Dhruv Mahajan

arXiv: Computer Vision and Pattern Recognition, (2019)

EIBibtex

Activity Driven Weakly Supervised Object Detection

Zhenheng Yang,Dhruv Mahajan,Deepti Ghadiyaram,Ram Nevatia,Vignesh Ramanathan

CVPR, (2019): 2917-2926

Cited by5EIBibtex

Defense Against Adversarial Images using Web-Scale Nearest-Neighbor Search

Abhimanyu Dubey,Laurens van der Maaten,Zeki Yalniz,Yixuan Li,Dhruv Mahajan

CVPR, (2019): 8767-8776

Cited by14EIBibtex

Batch-Expansion Training: An Efficient Optimization Framework

Michal Derezinski,Dhruv Mahajan,S. Sathiya Keerthi,S. V. N. Vishwanathan,Markus Weimer

AISTATS, pp.736-744, (2018)

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