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Ranjitha Kumar

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  • 2024

    Search Engine Use Of Neural Network Regressor For Multi-modal Fashion Recommendations Based On Visual Semantic Embeddings

    Forsyth, D. A. (Inventor), Kumar, R. (Inventor), Dusad, K. (Inventor), Li, K. (Inventor), Vasileva, M. I. (Inventor), Plummer, B. (Inventor), Shen, Y. (Inventor) & Rajpal, S. (Inventor), Oct 29 2024, U.S. Patent No. 12131365

    Research output: Patent

  • 2023

    Learning Custom Experience Ontologies via Embedding-based Feedback Loops

    Zaidi, A., Turbeville, K., Ivančić, K., Moss, J., Gutierrez Villalobos, J., Sagar, A., Li, H., Mehra, C., Li, S., Hutchins, S. & Kumar, R., Oct 29 2023, UIST 2023 - Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, 111. (UIST 2023 - Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2022

    A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility

    Burns, A., Arsan, D., Agrawal, S., Kumar, R., Saenko, K. & Plummer, B. A., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 312-328 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13668 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Computational Approaches for Understanding, Generating, and Adapting User Interfaces

    Jiang, Y., Lu, Y., Nichols, J., Stuerzlinger, W., Yu, C., Lutteroth, C., Li, Y., Kumar, R. & Li, T. J. J., Apr 27 2022, CHI 2022 - Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 74. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2021

    App-Based Task Shortcuts for Virtual Assistants

    Arsan, D., Zaidi, A., Sagar, A. & Kumar, R., Oct 10 2021, UIST 2021 - Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, p. 1089-1099 11 p. (UIST 2021 - Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Effectively leveraging attributes for visual similarity

    Mishra, S., Zhang, Z., Shen, Y., Kumar, R., Saligrama, V. & Plummer, B., Jun 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. IEEE Computer Society, p. 3899-3904 6 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Effectively Leveraging Attributes for Visual Similarity

    Mishra, S., Zhang, Z., Shen, Y., Kumar, R., Saligrama, V. & Plummer, B. A., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 995-1004 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • FITNet: Identifying Fashion Influencers on Twitter

    Han, J., Chen, Q., Jin, X., Xu, W., Yang, W., Kumar, S., Zhao, L., Sundaram, H. & Kumar, R., Apr 22 2021, In: Proceedings of the ACM on Human-Computer Interaction. 5, CSCW1, 153.

    Research output: Contribution to journal › Article › peer-review

  • Welcome to UIST 2021

    Nichols, J., Kumar, R., Nebeling, M. & Laput, G., Oct 10 2021, In: Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, UIST 2021. p. III-IV

    Research output: Contribution to journal › Editorial › peer-review

  • Welcome to UIST 2021

    Nichols, J., Kumar, R. & Nebeling, M., Oct 10 2021, In: UIST 2021 - Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology. p. III-IV

    Research output: Contribution to journal › Editorial › peer-review

  • 2020

    Artificial intelligence for HCI: A modern approach

    Li, Y., Kumar, R., Lasecki, W. S. & Hilliges, O., Apr 25 2020, CHI EA 2020 - Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3375147. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • HAI-GEN 2020: Workshop on human-AI co-creation with generative models

    Geyer, W., Chilton, L. B., Kumar, R. & Kalai, A. T., 2020, In: CEUR Workshop Proceedings. 2848

    Research output: Contribution to journal › Conference article › peer-review

  • HAI-GEN 2020:Workshop on human-AI co-creation with generative models

    Geyer, W., Chilton, L. B., Kumar, R. & Kalai, A. T., Mar 17 2020, Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020. Association for Computing Machinery, p. 13-14 2 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2019

    How do people sort by ratings?

    Talton, J. O., Dusad, K., Koiliaris, K. & Kumar, R. S., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • OPICO: A study of emoji-first communication in a mobile social app

    Khandekar, S., Ryu, C. W., Higgs, J., Talton, J. O., Bian, Y. & Kumar, R., May 13 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, p. 450-458 9 p. (The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2018

    Designing the future of personal fashion

    Vaccaro, K., Agarwalla, T., Shivakumar, S. & Kumar, R., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning design semantics for mobile apps

    Liu, T. F., Craft, M., Situ, J., Yumer, E., Mech, R. & Kumar, R., Oct 11 2018, UIST 2018 - Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, p. 569-579 11 p. (UIST 2018 - Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Learning Type-Aware Embeddings for Fashion Compatibility

    Vasileva, M. I., Plummer, B. A., Dusad, K., Rajpal, S., Kumar, R. & Forsyth, D., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Weiss, Y., Ferrari, V., Sminchisescu, C. & Hebert, M. (eds.). Springer, p. 405-421 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11220 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2017

    An experimentation engine for data-driven fashion systems

    Kumar, R. & Vaccaro, K., 2017, SS-17-01: Artificial Intelligene for the Social Good; SS-17-02: Computational Construction Grammar and Natural Language Understanding; SS-17-03: Computational Context: Why It's Important, What It Means, and Can It Be Computed?; SS-17-04: Designing the User Experience of Machine Learning Systems; SS-17-05: Interactive Multisensory Object Perception for Embodied Agents; SS-17-06: Learning from Observation of Humans; SS-17-07: Science of Intelligence: Computational Principles of Natural and Artificial Intelligence; SS-17-08: Wellbeing AI: From Machine Learning to Subjectivity Oriented Computing. AI Access Foundation, p. 389-394 6 p. (AAAI Spring Symposium - Technical Report; vol. SS-17-01 - SS-17-08).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Rico: A mobile app dataset for building data-driven design applications

    Deka, B., Huang, Z., Franzen, C., Hibschman, J., Afergan, D., Li, Y., Nichols, J. & Kumar, R., Oct 20 2017, UIST 2017 - Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, p. 845-854 10 p. (UIST 2017 - Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • ZIPT: Zero-integration performance testing of mobile app designs

    Deka, B., Huang, Z., Franzen, C., Nichols, J., Li, Y. & Kumar, R., Oct 20 2017, UIST 2017 - Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, p. 727-736 10 p. (UIST 2017 - Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2016

    Accounting for taste: Ranking curators and content in social networks

    Yu, H., Deka, B., Talton, J. O. & Kumar, R., May 7 2016, CHI 2016 - Proceedings, 34th Annual CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, p. 2383-2389 7 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • ERICA: Interaction mining mobile apps

    Deka, B., Huang, Z. & Kumar, R., Oct 16 2016, UIST 2016 - Proceedings of the 29th Annual Symposium on User Interface Software and Technology. Association for Computing Machinery, p. 767-776 10 p. (UIST 2016 - Proceedings of the 29th Annual Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • The elements of fashion style

    Vaccaro, K., Shivakumar, S., Ding, Z., Karahalios, K. & Kumar, R., Oct 16 2016, UIST 2016 - Proceedings of the 29th Annual Symposium on User Interface Software and Technology. Association for Computing Machinery, p. 777-785 9 p. (UIST 2016 - Proceedings of the 29th Annual Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • What makes a brand look expensive?

    Zhang, J., Butt, A. I., Kothari, N. & Kumar, R., May 7 2016, CHI EA 2016: #chi4good - Extended Abstracts, 34th Annual CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, p. 3263-3268 6 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 07-12-May-2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2015

    Ranking designs and users in online social networks

    Deka, B., Yu, H., Ho, D., Huang, Z., Talton, J. O. & Kumar, R., Apr 18 2015, CHI 2015 - Extended Abstracts Publication of the 33rd Annual CHI Conference on Human Factors in Computing Systems: Crossings. Association for Computing Machinery, p. 1887-1892 6 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 18).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Technology transfer of HCI research innovations: Challenges and opportunities

    Chilana, P. K., Czerwinski, M. P., Grossman, T., Harrison, C., Kumar, R., Parikh, T. S. & Zhai, S., Apr 18 2015, CHI 2015 - Extended Abstracts Publication of the 33rd Annual CHI Conference on Human Factors in Computing Systems: Crossings. Association for Computing Machinery, p. 823-828 6 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 18).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2013

    Webzeitgeist: Design mining the Web

    Kumar, R., Satyanarayan, A., Torres, C., Lim, M., Ahmad, S., Klemmer, S. R. & Talton, J. O., 2013, CHI 2013: Changing Perspectives, Conference Proceedings - The 31st Annual CHI Conference on Human Factors in Computing Systems. p. 3083-3092 10 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2012

    Data-driven interactions for web design

    Kumar, R., 2012, Adjunct Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, UIST'12. p. 51-54 4 p. (Adjunct Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, UIST'12).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data-driven web design

    Kumar, R., Talton, J. O., Ahmad, S. & Klemmer, S. R., 2012, Proceedings of the 29th International Conference on Machine Learning, ICML 2012. p. lxv-lxvi (Proceedings of the 29th International Conference on Machine Learning, ICML 2012; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning design patterns with Bayesian grammar induction

    Talton, J. O., Yang, L., Kumar, R., Lim, M., Goodman, N. D. & Měch, R., 2012, UIST'12 - Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, p. 63-73 11 p. (UIST'12 - Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2011

    Bricolage: Example-based retargeting for web design

    Kumar, R., Talton, J. O., Ahmad, S. & Klemmer, S. R., 2011, CHI 2011 - 29th Annual CHI Conference on Human Factors in Computing Systems, Conference Proceedings and Extended Abstracts. Association for Computing Machinery, p. 2197-2206 10 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Flexible tree matching

    Kumar, R., Talton, J. O., Ahmad, S., Roughgarden, T. & Klemmer, S. R., 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 2674-2679 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2010

    Designing with interactive example galleries

    Lee, B., Srivastava, S., Kumar, R., Brafman, R. & Klemmer, S. R., 2010, CHI 2010 - The 28th Annual CHI Conference on Human Factors in Computing Systems, Conference Proceedings. p. 2257-2266 10 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2009

    Automatic retargeting of web page content

    Kumar, R., Kim, J. & Klemmer, S. R., 2009, Proceedings of the 27th International Conference Extended Abstracts on Human Factors in Computing Systems, CHI 2009. p. 4237-4242 6 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution