Dhruv Mahajan

3.5k total citations
49 papers, 1.5k citations indexed

About

Dhruv Mahajan is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Building and Construction. According to data from OpenAlex, Dhruv Mahajan has authored 49 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Computer Vision and Pattern Recognition, 25 papers in Artificial Intelligence and 8 papers in Building and Construction. Recurrent topics in Dhruv Mahajan's work include Domain Adaptation and Few-Shot Learning (10 papers), Advanced Vision and Imaging (9 papers) and Advanced Image and Video Retrieval Techniques (9 papers). Dhruv Mahajan is often cited by papers focused on Domain Adaptation and Few-Shot Learning (10 papers), Advanced Vision and Imaging (9 papers) and Advanced Image and Video Retrieval Techniques (9 papers). Dhruv Mahajan collaborates with scholars based in United States, Israel and United Kingdom. Dhruv Mahajan's co-authors include Ravi Ramamoorthi, Peter N. Belhumeur, Deepti Ghadiyaram, Wojciech Matusik, Sundararajan Sellamanickam, Praful Gupta, Alan C. Bovik, Zhenqiang Ying, Vinod Nair and Fu‐Chung Huang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, ACM Transactions on Graphics and Neural Computation.

In The Last Decade

Dhruv Mahajan

46 papers receiving 1.4k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Dhruv Mahajan United States 22 1.1k 423 215 199 97 49 1.5k
Neil Alldrin United States 9 1.5k 1.4× 815 1.9× 102 0.5× 266 1.3× 117 1.2× 11 2.1k
Stefan Popov United States 12 1.4k 1.3× 645 1.5× 103 0.5× 361 1.8× 192 2.0× 15 2.0k
Worthy N. Martin United States 19 899 0.8× 494 1.2× 143 0.7× 124 0.6× 67 0.7× 60 2.0k
Xin Jin China 23 1.1k 1.1× 345 0.8× 146 0.7× 69 0.3× 31 0.3× 166 1.7k
Aniruddha Kembhavi United States 13 1.2k 1.1× 557 1.3× 91 0.4× 107 0.5× 146 1.5× 42 1.6k
Renjie Liao Canada 20 1.6k 1.5× 461 1.1× 451 2.1× 64 0.3× 97 1.0× 46 2.2k
Shuai Yang China 19 973 0.9× 163 0.4× 111 0.5× 219 1.1× 106 1.1× 79 1.3k
Jun Xie China 19 929 0.9× 660 1.6× 283 1.3× 70 0.4× 79 0.8× 63 1.7k
Anyi Rao Hong Kong 9 1.2k 1.1× 744 1.8× 81 0.4× 316 1.6× 190 2.0× 19 2.1k
Xu Jia China 17 1.9k 1.7× 407 1.0× 405 1.9× 62 0.3× 98 1.0× 65 2.5k

Countries citing papers authored by Dhruv Mahajan

Since Specialization
Citations

This map shows the geographic impact of Dhruv Mahajan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dhruv Mahajan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dhruv Mahajan more than expected).

Fields of papers citing papers by Dhruv Mahajan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dhruv Mahajan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dhruv Mahajan. The network helps show where Dhruv Mahajan may publish in the future.

Co-authorship network of co-authors of Dhruv Mahajan

This figure shows the co-authorship network connecting the top 25 collaborators of Dhruv Mahajan. A scholar is included among the top collaborators of Dhruv Mahajan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dhruv Mahajan. Dhruv Mahajan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
2.
Elumalai, Vinodh Kumar, et al.. (2023). Deep reinforcement learning with reward shaping for tracking control and vibration suppression of flexible link manipulator. Applied Soft Computing. 152. 110756–110756. 23 indexed citations
3.
Alwassel, Humam, Dhruv Mahajan, Bruno Korbar, et al.. (2020). Self-Supervised Learning by Cross-Modal Audio-Video Clustering. King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology). 33. 9758–9770. 16 indexed citations
4.
Mahajan, Dhruv, et al.. (2020). Machine Learning Algorithms for Traffic Interruption Detection. 231–236. 1 indexed citations
5.
6.
Ying, Zhenqiang, et al.. (2020). From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality. 3572–3582. 221 indexed citations
7.
Ramanathan, Vignesh, Rui Wang, & Dhruv Mahajan. (2020). DLWL: Improving Detection for Lowshot Classes With Weakly Labelled Data. 9339–9349. 13 indexed citations
8.
Mahajan, Dhruv, et al.. (2019). Analyzing Traffic Signal Performance Measures to Automatically Classify Signalized Intersections. 138–147. 5 indexed citations
9.
Huang, De-An, Vignesh Ramanathan, Dhruv Mahajan, et al.. (2018). What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets. 7366–7375. 70 indexed citations
10.
Dereziński, Michał, Dhruv Mahajan, S. Sathiya Keerthi, S. V. N. Vishwanathan, & Markus Weimer. (2017). Batch-Expansion Training: An Efficient Optimization Paradigm for Machine Learning.. arXiv (Cornell University). 1 indexed citations
11.
Si, Si, Huan Zhang, S. Sathiya Keerthi, et al.. (2017). Gradient boosted decision trees for high dimensional sparse output. International Conference on Machine Learning. 3182–3190. 71 indexed citations
12.
Cano, Ignacio, et al.. (2016). Towards Geo-Distributed Machine Learning.. IEEE Data(base) Engineering Bulletin. 40. 41–59. 28 indexed citations
13.
14.
Mahajan, Dhruv, et al.. (2013). Towards Resource-Elastic Machine Learning. 8 indexed citations
15.
Mahajan, Dhruv, et al.. (2007). A theory of locally low dimensional light transport. 62–62. 26 indexed citations
16.
Ramamoorthi, Ravi, Dhruv Mahajan, & Peter N. Belhumeur. (2007). A first-order analysis of lighting, shading, and shadows. ACM Transactions on Graphics. 26(1). 2–2. 85 indexed citations
17.
Mahajan, Dhruv, et al.. (2007). A theory of locally low dimensional light transport. ACM Transactions on Graphics. 26(99). 62–62. 1 indexed citations
18.
Mahajan, Dhruv, Ravi Ramamoorthi, & Brian Curless. (2007). A Theory Of Frequency Domain Invariants: Spherical Harmonic Identities for BRDF/Lighting Transfer and Image Consistency. IEEE Transactions on Pattern Analysis and Machine Intelligence. 30(2). 197–213. 21 indexed citations
19.
Agarwal, Gaurav, Peter N. Belhumeur, Steven Feiner, et al.. (2006). First steps toward an electronic field guide for plants. Taxon. 55(3). 597–610. 78 indexed citations
20.
Mahajan, Dhruv, Nipun Kwatra, Sumit Jain, Prem Kalra, & Subhashis Banerjee. (2004). A Framework for Activity Recognition and Detection of Unusual Activities.. 15–21. 26 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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