Dhruv Batra
Impact in
- Computer Vision and Pattern Recognition top 0.02%
- Multimodal Machine Learning Applications
- Advanced Image and Video Retrieval Techniques
- Advanced Neural Network Applications
- Human Pose and Action Recognition
- Artificial Intelligence top 0.02%
- Domain Adaptation and Few-Shot Learning
- Topic Modeling
- Explainable Artificial Intelligence (XAI)
Papers in
-
- Multimodal Machine Learning Applications 50
- Advanced Image and Video Retrieval Techniques 35
- Human Pose and Action Recognition 20
- Advanced Neural Network Applications 16
-
- Domain Adaptation and Few-Shot Learning 31
- Topic Modeling 15
- Reinforcement Learning in Robotics 10
- Co-authors
- Devi Parikh (38 shared papers)Abhishek Das (15 shared papers)Michael Cogswell (4 shared papers)Ramprasaath R. Selvaraju (5 shared papers)Ramakrishna Vedantam (2 shared papers)Jiasen Lu (5 shared papers)Aishwarya Agrawal (5 shared papers)Margaret Mitchell (3 shared papers)
- Journals
- International Journal of Computer Vision (4 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (3 papers)IEEE Robotics and Automation Letters (2 papers)Science Robotics (1 paper)BMC Genomics (1 paper)
- Partner nations
- United StatesIsraelUnited Kingdom
In The Last Decade
Dhruv Batra
108 papers receiving 20.1k citations
Dhruv Batra's Hit Papers
Peers
Comparison fields: 5 of 210
- Computer Vision and Pattern Recognition 11.5k
- Artificial Intelligence 10.6k
- Health Informatics 428
- Radiology, Nuclear Medicine and Imaging 2.6k
- Media Technology 824
Countries citing papers authored by Dhruv Batra
This map shows the geographic impact of Dhruv Batra'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 Batra with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dhruv Batra more than expected).
Fields of papers citing papers by Dhruv Batra
This network shows the impact of papers produced by Dhruv Batra. 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 Batra. The network helps show where Dhruv Batra may publish in the future.
Co-authors
The 25 scholars most cited alongside Dhruv Batra, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 110 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization Hit paper breakdown → | 2017 | 12321 |
| 2 | VQA: Visual Question Answering Hit paper breakdown → | 2015 | 2331 |
| 3 | Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Hit paper breakdown → | 2017 | 1115 |
| 4 | Joint Unsupervised Learning of Deep Representations and Image Clusters Hit paper breakdown → | 2016 | 444 |
| 5 | ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Hit paper breakdown → | 2019 | 359 |
| 6 | VQA: Visual Question Answering Hit paper breakdown → | 2016 | 345 |
| 7 | A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories Hit paper breakdown → | 2016 | 340 |
| 8 | iCoseg: Interactive co-segmentation with intelligent scribble guidance Hit paper breakdown → | 2010 | 331 |
| 9 | 2018 | 251 | |
| 10 | 2017 | 246 | |
| 11 | Visual Dialog | 2017 | 213 |
| 12 | 2017 | 162 | |
| 13 | 2016 | 138 | |
| 14 | 2018 | 124 | |
| 15 | 2018 | 113 | |
| 16 | Multiple Choice Learning: Learning to Produce Multiple Structured Outputs | 2012 | 82 |
| 17 | 2015 | 77 | |
| 18 | 2011 | 74 | |
| 19 | 2019 | 74 | |
| 20 | 2021 | 71 |
About Dhruv Batra
Dhruv Batra is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Aerospace Engineering, Control and Systems Engineering and Biomedical Engineering, having authored 110 papers that have together received 20.7k indexed citations. Recurring topics across this work include Multimodal Machine Learning Applications (50 papers), Advanced Image and Video Retrieval Techniques (35 papers), Domain Adaptation and Few-Shot Learning (31 papers), Human Pose and Action Recognition (20 papers), Robotics and Sensor-Based Localization (18 papers), Advanced Neural Network Applications (16 papers), Topic Modeling (15 papers) and Reinforcement Learning in Robotics (10 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (11.5k citations), Artificial Intelligence (10.6k citations), Health Informatics (428 citations), Radiology, Nuclear Medicine and Imaging (2.6k citations) and Media Technology (824 citations). Dhruv Batra has collaborated with scholars based in United States, Israel and United Kingdom. Frequent co-authors include Devi Parikh, Abhishek Das, Michael Cogswell, Ramprasaath R. Selvaraju, Ramakrishna Vedantam, Jiasen Lu, Aishwarya Agrawal, Margaret Mitchell, C. Lawrence Zitnick and Stanislaw Antol. Their work appears in journals such as International Journal of Computer Vision, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Robotics and Automation Letters, Science Robotics and BMC Genomics.
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.