Hema Swetha Koppula

3.7k total citations · 2 hit papers
21 papers, 2.1k citations indexed

About

Hema Swetha Koppula is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Hema Swetha Koppula has authored 21 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Computer Vision and Pattern Recognition, 9 papers in Artificial Intelligence and 3 papers in Signal Processing. Recurrent topics in Hema Swetha Koppula's work include Human Pose and Action Recognition (7 papers), Natural Language Processing Techniques (5 papers) and Speech Recognition and Synthesis (4 papers). Hema Swetha Koppula is often cited by papers focused on Human Pose and Action Recognition (7 papers), Natural Language Processing Techniques (5 papers) and Speech Recognition and Synthesis (4 papers). Hema Swetha Koppula collaborates with scholars based in United States, United Kingdom and Taiwan. Hema Swetha Koppula's co-authors include Ashutosh Saxena, Thorsten Joachims, Abhishek Anand, Peter Druschel, Krishna P. Gummadi, Bobby Bhattacharjee, Alan Mislove, Ashesh Jain, Jiang Yun and Sachin Garg and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, The International Journal of Robotics Research and Neural Information Processing Systems.

In The Last Decade

Hema Swetha Koppula

20 papers receiving 2.0k citations

Hit Papers

Learning human activities and object affordances from RGB... 2013 2026 2017 2021 2013 2015 100 200 300 400
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Learning human activities and object affordances from RGB-D videos
    2013 451 citations Hema Swetha Koppula, Ashutosh Saxena et al. The International Journal of Robotics Research profile →
  2. Anticipating Human Activities Using Object Affordances for Reactive Robotic Response
    2015 374 citations Hema Swetha Koppula, Ashutosh Saxena IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Hema Swetha Koppula United States 14 1.3k 665 385 240 239 21 2.1k
Lorenzo Sabattini Italy 25 628 0.5× 311 0.5× 688 1.8× 106 0.4× 308 1.3× 156 2.7k
Chelsea Finn United States 23 964 0.8× 1.5k 2.2× 1.1k 2.9× 55 0.2× 191 0.8× 94 2.9k
George Baciu Hong Kong 21 807 0.6× 252 0.4× 206 0.5× 84 0.3× 139 0.6× 154 1.5k
Tao Mei China 27 2.2k 1.7× 846 1.3× 201 0.5× 94 0.4× 110 0.5× 102 2.9k
Jiadi Yu China 31 634 0.5× 920 1.4× 105 0.3× 251 1.0× 169 0.7× 186 3.2k
Ross A. Knepper United States 25 948 0.7× 525 0.8× 666 1.7× 70 0.3× 377 1.6× 44 2.0k
Brett Browning United States 18 879 0.7× 1.3k 1.9× 1.5k 4.0× 142 0.6× 488 2.0× 53 2.8k
Luca Iocchi Italy 28 1.2k 0.9× 776 1.2× 422 1.1× 56 0.2× 625 2.6× 165 2.5k
Igor Mordatch United States 21 747 0.6× 501 0.8× 761 2.0× 122 0.5× 72 0.3× 31 1.6k
Jeffrey Hightower United States 19 1.5k 1.2× 599 0.9× 97 0.3× 214 0.9× 683 2.9× 26 4.9k

Countries citing papers authored by Hema Swetha Koppula

Since Specialization
Citations

This map shows the geographic impact of Hema Swetha Koppula'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 Hema Swetha Koppula with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Hema Swetha Koppula more than expected).

Fields of papers citing papers by Hema Swetha Koppula

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Hema Swetha Koppula. 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 Hema Swetha Koppula. The network helps show where Hema Swetha Koppula may publish in the future.

Co-authorship network of co-authors of Hema Swetha Koppula

This figure shows the co-authorship network connecting the top 25 collaborators of Hema Swetha Koppula. A scholar is included among the top collaborators of Hema Swetha Koppula 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 Hema Swetha Koppula. Hema Swetha Koppula 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.
Lu, Yen-Ju, Hema Swetha Koppula, Hadi Pouransari, et al.. (2025). Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization. 7237–7256. 1 indexed citations
2.
3.
Yang, Karren, et al.. (2023). Text is all You Need: Personalizing ASR Models Using Controllable Speech Synthesis. 1–5. 3 indexed citations
4.
Shrivastava, Ashish, et al.. (2022). SYNT++: Utilizing Imperfect Synthetic Data to Improve Speech Recognition. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 7682–7686. 20 indexed citations
5.
Shrivastava, Ashish, et al.. (2021). SapAugment: Learning A Sample Adaptive Policy for Data Augmentation. 4040–4044. 14 indexed citations
6.
Bellegarda, Jerome R., et al.. (2021). Implicit vs. Explicit Style Transfer? A Comparison of GAN Architectures for Continuous Path Keyboard Input Modeling. 2021 29th European Signal Processing Conference (EUSIPCO). 3 indexed citations
7.
Koppula, Hema Swetha & Ashutosh Saxena. (2015). Anticipating Human Activities Using Object Affordances for Reactive Robotic Response. IEEE Transactions on Pattern Analysis and Machine Intelligence. 38(1). 14–29. 374 indexed citations breakdown →
8.
Jain, Ashesh, et al.. (2015). Car that Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models. 3182–3190. 174 indexed citations
9.
Yun, Jiang, Hema Swetha Koppula, & Ashutosh Saxena. (2015). Modeling 3D Environments through Hidden Human Context. IEEE Transactions on Pattern Analysis and Machine Intelligence. 38(10). 2040–2053. 11 indexed citations
10.
Jain, Ashesh, et al.. (2015). Know Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models. 7 indexed citations
11.
Koppula, Hema Swetha & Ashutosh Saxena. (2013). Learning Spatio-Temporal Structure from RGB-D Videos for Human Activity Detection and Anticipation. International Conference on Machine Learning. 792–800. 113 indexed citations
12.
Koppula, Hema Swetha & Ashutosh Saxena. (2013). Anticipating Human Activities using Object Affordances for Reactive Robotic Response. 96 indexed citations
13.
Koppula, Hema Swetha & Ashutosh Saxena. (2013). Anticipating human activities for reactive robotic response. 61 indexed citations
14.
Koppula, Hema Swetha, et al.. (2013). Learning human activities and object affordances from RGB-D videos. The International Journal of Robotics Research. 32(8). 951–970. 451 indexed citations breakdown →
15.
Koppula, Hema Swetha, et al.. (2012). Contextually guided semantic labeling and search for three-dimensional point clouds. The International Journal of Robotics Research. 32(1). 19–34. 129 indexed citations
16.
Koppula, Hema Swetha, Abhishek Anand, Thorsten Joachims, & Ashutosh Saxena. (2011). Semantic Labeling of 3D Point Clouds for Indoor Scenes. Neural Information Processing Systems. 24. 244–252. 241 indexed citations
17.
Koppula, Hema Swetha, et al.. (2010). Learning URL patterns for webpage de-duplication. 381–390. 31 indexed citations
18.
Koppula, Hema Swetha, et al.. (2009). URL normalization for de-duplication of web pages. 1987–1990. 19 indexed citations
19.
Koppula, Hema Swetha. (2008). Study and Improvement of Robustness of Overlay Networks. 2 indexed citations
20.
Mislove, Alan, Hema Swetha Koppula, Krishna P. Gummadi, Peter Druschel, & Bobby Bhattacharjee. (2008). Growth of the flickr social network. 25–30. 268 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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