Dhruv Mahajan
RESEARCH SCIENTIST | MENLO PARK, UNITED STATES
Dhruv Mahajan is a research scientist on the Computer Vision team, which is part of Applied Machine Learning. Dhruv joined Facebook Research in January 2017. Prior to joining Facebook, he worked at Microsoft, MSR India and Yahoo! Research. Dhruv's research interests lie in computer vision and large scale and distributed machine learning. In computer vision, he is interested in extreme classification and ranking problems with huge scale both in terms of number of data points and labels and video understanding. Dhruv is also interested in new and efficient distributed optimization algorithms respecting system constraints like communication and machine failures.
Dhruv's Publications
September 27, 2023
COMPUTER VISION
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack
Xiaoliang Dai, Ji Hou, Kevin Chih-Yao Ma, Sam Tsai, Jialiang Wang, Rui Wang, Peizhao Zhang, Simon Vandenhende, Xiaofang Wang, Abhimanyu Dubey, Matthew Yu, Abhishek Kadian, Filip Radenovic, Dhruv Mahajan, Kunpeng Li, Yue (R) Zhao, Vladan Petrovic, Mitesh Kumar Singh, Simran Motwani, Yiwen Song, Yi Wen, Roshan Sumbaly, Vignesh Ramanathan, Zijian He, Peter Vajda, Devi Parikh
September 27, 2023
November 10, 2022
HUMAN & MACHINE INTELLIGENCE
CORE MACHINE LEARNING
Scalable Interpretability via Polynomials
November 10, 2022
November 06, 2022
RESEARCH
COMPUTER VISION
Neural Basis Models for Interpretability
November 06, 2022
July 18, 2022
COMPUTER VISION
ML APPLICATIONS
Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals
Deepti Ghadiyaram, Dhruv Mahajan, Filip Radenovic, Simon Vandenhende
July 18, 2022
December 06, 2020
RESEARCH
COMPUTER VISION
Self-Supervised Learning by Cross-Modal Audio-Video Clustering
Du Tran, Bruno Korbar, Dhruv Mahajan, Lorenzo Torresani, Bernard Ghanem, Humam Alwassel
December 06, 2020
June 18, 2020
RESEARCH
COMPUTER VISION
DLWL: Improving Detection for Lowshot classes with Weakly Labelled data
June 18, 2020
May 18, 2020
RESEARCH
COMPUTER VISION
ClusterFit: Improving Generalization of Visual Representations
Dhruv Mahajan, Abhinav Gupta, Deepti Ghadiyaram, Ishan Misra, Xueting Yan
May 18, 2020
August 16, 2019
RESEARCH
COMPUTER VISION
Scaling and Benchmarking Self-Supervised Visual Representation Learning
Priya Goyal, Abhinav Gupta, Dhruv Mahajan, Ishan Misra
August 16, 2019
Foundational models
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