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BibTeX records: Sathyanarayanan N. Aakur
@article{DBLP:journals/titb/AakurLRR24, author = {Sathyanarayanan N. Aakur and Vishalini R. Laguduva and Priyadharsini Ramamurthy and Akhilesh Ramachandran}, title = {{TEPI:} Taxonomy-Aware Embedding and Pseudo-Imaging for Scarcely-Labeled Zero-Shot Genome Classification}, journal = {{IEEE} J. Biomed. Health Informatics}, volume = {28}, number = {4}, pages = {2385--2396}, year = {2024}, url = {https://doi.org/10.1109/JBHI.2024.3358842}, doi = {10.1109/JBHI.2024.3358842}, timestamp = {Sun, 14 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/titb/AakurLRR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-13219, author = {Sathyanarayanan N. Aakur and Vishalini R. Laguduva and Priyadharsini Ramamurthy and Akhilesh Ramachandran}, title = {{TEPI:} Taxonomy-aware Embedding and Pseudo-Imaging for Scarcely-labeled Zero-shot Genome Classification}, journal = {CoRR}, volume = {abs/2401.13219}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.13219}, doi = {10.48550/ARXIV.2401.13219}, eprinttype = {arXiv}, eprint = {2401.13219}, timestamp = {Wed, 07 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-13219.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/AakurS23, author = {Sathyanarayanan N. Aakur and Sudeep Sarkar}, title = {Leveraging Symbolic Knowledge Bases for Commonsense Natural Language Inference Using Pattern Theory}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {11}, pages = {13185--13202}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2023.3287837}, doi = {10.1109/TPAMI.2023.3287837}, timestamp = {Wed, 01 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/AakurS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/KunduA23, author = {Sanjoy Kundu and Sathyanarayanan N. Aakur}, title = {{IS-GGT:} Iterative Scene Graph Generation with Generative Transformers}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {6292--6301}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.00609}, doi = {10.1109/CVPR52729.2023.00609}, timestamp = {Mon, 28 Aug 2023 16:14:07 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/KunduA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/TrehanRSA23, author = {Shubham Trehan and Udhav Ramachandran and Ruth Scimeca and Sathyanarayanan N. Aakur}, title = {ProtoKD: Learning from Extremely Scarce Data for Parasite Ova Recognition}, booktitle = {International Conference on Machine Learning and Applications, {ICMLA} 2023, Jacksonville, FL, USA, December 15-17, 2023}, pages = {683--688}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICMLA58977.2023.00100}, doi = {10.1109/ICMLA58977.2023.00100}, timestamp = {Tue, 02 Apr 2024 21:06:13 +0200}, biburl = {https://dblp.org/rec/conf/icmla/TrehanRSA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-16602, author = {Sathyanarayanan N. Aakur and Sanjoy Kundu and Shubham Trehan}, title = {Discovering Novel Actions in an Open World with Object-Grounded Visual Commonsense Reasoning}, journal = {CoRR}, volume = {abs/2305.16602}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.16602}, doi = {10.48550/ARXIV.2305.16602}, eprinttype = {arXiv}, eprint = {2305.16602}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-16602.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-06869, author = {Shenyuan Liang and Maur{\'{\i}}cio Pamplona Segundo and Sathyanarayanan N. Aakur and Sudeep Sarkar and Anuj Srivastava}, title = {Shape-Graph Matching Network (SGM-net): Registration for Statistical Shape Analysis}, journal = {CoRR}, volume = {abs/2308.06869}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.06869}, doi = {10.48550/ARXIV.2308.06869}, eprinttype = {arXiv}, eprint = {2308.06869}, timestamp = {Wed, 23 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-06869.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-10210, author = {Shubham Trehan and Udhav Ramachandran and Ruth Scimeca and Sathyanarayanan N. Aakur}, title = {ProtoKD: Learning from Extremely Scarce Data for Parasite Ova Recognition}, journal = {CoRR}, volume = {abs/2309.10210}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.10210}, doi = {10.48550/ARXIV.2309.10210}, eprinttype = {arXiv}, eprint = {2309.10210}, timestamp = {Tue, 26 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-10210.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/AakurKG22, author = {Sathyanarayanan N. Aakur and Sanjoy Kundu and Nikhil Gunti}, title = {Knowledge guided learning: Open world egocentric action recognition with zero supervision}, journal = {Pattern Recognit. Lett.}, volume = {156}, pages = {38--45}, year = {2022}, url = {https://doi.org/10.1016/j.patrec.2022.03.007}, doi = {10.1016/J.PATREC.2022.03.007}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/prl/AakurKG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aipr/MaZFA22, author = {Shengfang Ma and Yuting Zhou and K. Colton Flynn and Sathyanarayanan N. Aakur}, title = {Peanut Seed Germination Detection from Aerial Images}, booktitle = {51st {IEEE} Applied Imagery Pattern Recognition Workshop, {AIPR} 2022, Washington, DC, USA, October 11-13, 2022}, pages = {1--6}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/AIPR57179.2022.10092219}, doi = {10.1109/AIPR57179.2022.10092219}, timestamp = {Sat, 22 Apr 2023 16:25:49 +0200}, biburl = {https://dblp.org/rec/conf/aipr/MaZFA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/AakurS22, author = {Sathyanarayanan N. Aakur and Sudeep Sarkar}, editor = {Shai Avidan and Gabriel J. Brostow and Moustapha Ciss{\'{e}} and Giovanni Maria Farinella and Tal Hassner}, title = {Actor-Centered Representations for Action Localization in Streaming Videos}, booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part {XXXVIII}}, series = {Lecture Notes in Computer Science}, volume = {13698}, pages = {70--87}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-19839-7\_5}, doi = {10.1007/978-3-031-19839-7\_5}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/AakurS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/BalMASS22, author = {Aditi Basu Bal and Ramy Mounir and Sathyanarayanan N. Aakur and Sudeep Sarkar and Anuj Srivastava}, editor = {Shai Avidan and Gabriel J. Brostow and Moustapha Ciss{\'{e}} and Giovanni Maria Farinella and Tal Hassner}, title = {Bayesian Tracking of Video Graphs Using Joint Kalman Smoothing and Registration}, booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part {XXXV}}, series = {Lecture Notes in Computer Science}, volume = {13695}, pages = {440--456}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-19833-5\_26}, doi = {10.1007/978-3-031-19833-5\_26}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/BalMASS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/RamamurthyA22, author = {Priyadharsini Ramamurthy and Sathyanarayanan N. Aakur}, title = {{ISD-QA:} Iterative Distillation of Commonsense Knowledge from General Language Models for Unsupervised Question Answering}, booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022, Montreal, QC, Canada, August 21-25, 2022}, pages = {1229--1235}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICPR56361.2022.9956441}, doi = {10.1109/ICPR56361.2022.9956441}, timestamp = {Thu, 01 Dec 2022 13:56:03 +0100}, biburl = {https://dblp.org/rec/conf/icpr/RamamurthyA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/TrehanA22, author = {Shubham Trehan and Sathyanarayanan N. Aakur}, title = {Towards Active Vision for Action Localization with Reactive Control and Predictive Learning}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2022, Waikoloa, HI, USA, January 3-8, 2022}, pages = {3391--3400}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/WACV51458.2022.00345}, doi = {10.1109/WACV51458.2022.00345}, timestamp = {Thu, 17 Feb 2022 14:50:06 +0100}, biburl = {https://dblp.org/rec/conf/wacv/TrehanA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-17109, author = {Vishal Pallagani and Priyadharsini Ramamurthy and Vedant Khandelwal and Revathy Venkataramanan and Kausik Lakkaraju and Sathyanarayanan N. Aakur and Biplav Srivastava}, title = {A Rich Recipe Representation as Plan to Support Expressive Multi Modal Queries on Recipe Content and Preparation Process}, journal = {CoRR}, volume = {abs/2203.17109}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.17109}, doi = {10.48550/ARXIV.2203.17109}, eprinttype = {arXiv}, eprint = {2203.17109}, timestamp = {Mon, 04 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-17109.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-16636, author = {Sanjoy Kundu and Sathyanarayanan N. Aakur}, title = {Iterative Scene Graph Generation with Generative Transformers}, journal = {CoRR}, volume = {abs/2211.16636}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.16636}, doi = {10.48550/ARXIV.2211.16636}, eprinttype = {arXiv}, eprint = {2211.16636}, timestamp = {Fri, 02 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-16636.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-00015, author = {Sai Narayanan and Sathyanarayanan N. Aakur and Priyadharsini Ramamurthy and Arunkumar Bagavathi and Vishalini Ramnath and Akhilesh Ramachandran}, title = {Scalable Pathogen Detection from Next Generation {DNA} Sequencing with Deep Learning}, journal = {CoRR}, volume = {abs/2212.00015}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.00015}, doi = {10.48550/ARXIV.2212.00015}, eprinttype = {arXiv}, eprint = {2212.00015}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-00015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/incdm/AakurIINBRR21, author = {Sathyanarayanan N. Aakur and Vineela Indla and Vennela Indla and Sai Narayanan and Arunkumar Bagavathi and Vishalini Laguduva Ramnath and Akhilesh Ramachandran}, title = {Metagenome2Vec: Building Contextualized Representations for Scalable Metagenome Analysis}, booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops, Auckland, New Zealand, December 7-10, 2021}, pages = {500--507}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICDMW53433.2021.00067}, doi = {10.1109/ICDMW53433.2021.00067}, timestamp = {Fri, 28 Jan 2022 14:58:53 +0100}, biburl = {https://dblp.org/rec/conf/incdm/AakurIINBRR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/intellisys/ThieuDDPAK21, author = {Thanh Thieu and Ha Do and Thanh Duong and Shi Pu and Sathyanarayanan N. Aakur and Saad Khan}, editor = {Kohei Arai}, title = {LexDivPara: {A} Measure of Paraphrase Quality with Integrated Sentential Lexical Complexity}, booktitle = {Intelligent Systems and Applications - Proceedings of the 2021 Intelligent Systems Conference, IntelliSys 2021, Amsterdam, The Netherlands, 2-3 September, 2021, Volume 3}, series = {Lecture Notes in Networks and Systems}, volume = {296}, pages = {1--10}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-82199-9\_1}, doi = {10.1007/978-3-030-82199-9\_1}, timestamp = {Mon, 11 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/intellisys/ThieuDDPAK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/AakurNIBRR21, author = {Sathyanarayanan N. Aakur and Sai Narayanan and Vineela Indla and Arunkumar Bagavathi and Vishalini Laguduva Ramnath and Akhilesh Ramachandran}, editor = {Marleen de Bruijne and Philippe C. Cattin and St{\'{e}}phane Cotin and Nicolas Padoy and Stefanie Speidel and Yefeng Zheng and Caroline Essert}, title = {{MG-NET:} Leveraging Pseudo-imaging for Multi-modal Metagenome Analysis}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {12905}, pages = {592--602}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-87240-3\_57}, doi = {10.1007/978-3-030-87240-3\_57}, timestamp = {Tue, 21 Dec 2021 17:19:23 +0100}, biburl = {https://dblp.org/rec/conf/miccai/AakurNIBRR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/IndlaINRBRA21, author = {Vineela Indla and Vennela Indla and Sai Narayanan and Akhilesh Ramachandran and Arunkumar Bagavathi and Vishalini Laguduva Ramnath and Sathyanarayanan N. Aakur}, editor = {Kamal Karlapalem and Hong Cheng and Naren Ramakrishnan and R. K. Agrawal and P. Krishna Reddy and Jaideep Srivastava and Tanmoy Chakraborty}, title = {Sim2Real for Metagenomes: Accelerating Animal Diagnostics with Adversarial Co-training}, booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12712}, pages = {164--175}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-75762-5\_14}, doi = {10.1007/978-3-030-75762-5\_14}, timestamp = {Fri, 14 May 2021 15:17:47 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/IndlaINRBRA21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/visapp/AakurB21, author = {Sathyanarayanan N. Aakur and Arunkumar Bagavathi}, editor = {Giovanni Maria Farinella and Petia Radeva and Jos{\'{e}} Braz and Kadi Bouatouch}, title = {Unsupervised Gaze Prediction in Egocentric Videos by Energy-based Surprise Modeling}, booktitle = {Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP} 2021, Volume 5: VISAPP, Online Streaming, February 8-10, 2021}, pages = {935--942}, publisher = {{SCITEPRESS}}, year = {2021}, url = {https://doi.org/10.5220/0010288009350942}, doi = {10.5220/0010288009350942}, timestamp = {Tue, 06 Jun 2023 14:58:00 +0200}, biburl = {https://dblp.org/rec/conf/visapp/AakurB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-14131, author = {Sathyanarayanan N. Aakur and Sudeep Sarkar}, title = {Learning Actor-centered Representations for Action Localization in Streaming Videos using Predictive Learning}, journal = {CoRR}, volume = {abs/2104.14131}, year = {2021}, url = {https://arxiv.org/abs/2104.14131}, eprinttype = {arXiv}, eprint = {2104.14131}, timestamp = {Tue, 04 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-14131.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-09883, author = {Sathyanarayanan N. Aakur and Sai Narayanan and Vineela Indla and Arunkumar Bagavathi and Vishalini Laguduva Ramnath and Akhilesh Ramachandran}, title = {{MG-NET:} Leveraging Pseudo-Imaging for Multi-Modal Metagenome Analysis}, journal = {CoRR}, volume = {abs/2107.09883}, year = {2021}, url = {https://arxiv.org/abs/2107.09883}, eprinttype = {arXiv}, eprint = {2107.09883}, timestamp = {Thu, 29 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-09883.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-05448, author = {Shubham Trehan and Sathyanarayanan N. Aakur}, title = {Towards Active Vision for Action Localization with Reactive Control and Predictive Learning}, journal = {CoRR}, volume = {abs/2111.05448}, year = {2021}, url = {https://arxiv.org/abs/2111.05448}, eprinttype = {arXiv}, eprint = {2111.05448}, timestamp = {Tue, 16 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-05448.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-08001, author = {Sathyanarayanan N. Aakur and Vineela Indla and Vennela Indla and Sai Narayanan and Arunkumar Bagavathi and Vishalini Laguduva Ramnath and Akhilesh Ramachandran}, title = {Metagenome2Vec: Building Contextualized Representations for Scalable Metagenome Analysis}, journal = {CoRR}, volume = {abs/2111.08001}, year = {2021}, url = {https://arxiv.org/abs/2111.08001}, eprinttype = {arXiv}, eprint = {2111.08001}, timestamp = {Mon, 22 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-08001.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aipr/KunduGHMA20, author = {Sanjoy Kundu and Nikhil Gunti and Bailey Hendrickson and Sunil More and Sathyanarayanan N. Aakur}, title = {Benchmark and Evaluation of Low Resource Object Detection in Biomedical Images}, booktitle = {49th {IEEE} Applied Imagery Pattern Recognition Workshop, {AIPR} 2020, Washington, DC, USA, October 13-15, 2020}, pages = {1--7}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/AIPR50011.2020.9425104}, doi = {10.1109/AIPR50011.2020.9425104}, timestamp = {Mon, 17 May 2021 14:15:43 +0200}, biburl = {https://dblp.org/rec/conf/aipr/KunduGHMA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/AakurS20, author = {Sathyanarayanan N. Aakur and Sudeep Sarkar}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {Action Localization Through Continual Predictive Learning}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {XIV}}, series = {Lecture Notes in Computer Science}, volume = {12359}, pages = {300--317}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58568-6\_18}, doi = {10.1007/978-3-030-58568-6\_18}, timestamp = {Sat, 14 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/AakurS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/NarayananRAB20, author = {Sai Narayanan and Akhilesh Ramachandran and Sathyanarayanan N. Aakur and Arunkumar Bagavathi}, editor = {M. Arif Wani and Feng Luo and Xiaolin Andy Li and Dejing Dou and Francesco Bonchi}, title = {GRaDL: {A} Framework for Animal Genome Sequence Classification with Graph Representations and Deep Learning}, booktitle = {19th {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2020, Miami, FL, USA, December 14-17, 2020}, pages = {1297--1303}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICMLA51294.2020.00203}, doi = {10.1109/ICMLA51294.2020.00203}, timestamp = {Wed, 03 Mar 2021 09:17:25 +0100}, biburl = {https://dblp.org/rec/conf/icmla/NarayananRAB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vlsid/LaguduvaMAKK20, author = {Vishalini R. Laguduva and Shakil Mahmud and Sathyanarayanan N. Aakur and Robert Karam and Srinivas Katkoori}, title = {Dissecting Convolutional Neural Networks for Efficient Implementation on Constrained Platforms}, booktitle = {33rd International Conference on {VLSI} Design and 19th International Conference on Embedded Systems, {VLSID} 2020, Bangalore, India, January 4-8, 2020}, pages = {149--154}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/VLSID49098.2020.00043}, doi = {10.1109/VLSID49098.2020.00043}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/vlsid/LaguduvaMAKK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-11580, author = {Sathyanarayanan N. Aakur and Arunkumar Bagavathi}, title = {Unsupervised Gaze Prediction in Egocentric Videos by Energy-based Surprise Modeling}, journal = {CoRR}, volume = {abs/2001.11580}, year = {2020}, url = {https://arxiv.org/abs/2001.11580}, eprinttype = {arXiv}, eprint = {2001.11580}, timestamp = {Mon, 03 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-11580.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-12185, author = {Sathyanarayanan N. Aakur and Sudeep Sarkar}, title = {Action Localization through Continual Predictive Learning}, journal = {CoRR}, volume = {abs/2003.12185}, year = {2020}, url = {https://arxiv.org/abs/2003.12185}, eprinttype = {arXiv}, eprint = {2003.12185}, timestamp = {Wed, 01 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-12185.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-12791, author = {Sai Narayanan and Akhilesh Ramachandran and Sathyanarayanan N. Aakur and Arunkumar Bagavathi}, title = {Genome Sequence Classification for Animal Diagnostics with Graph Representations and Deep Neural Networks}, journal = {CoRR}, volume = {abs/2007.12791}, year = {2020}, url = {https://arxiv.org/abs/2007.12791}, eprinttype = {arXiv}, eprint = {2007.12791}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-12791.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-07470, author = {Sathyanarayanan N. Aakur and Sanjoy Kundu and Nikhil Gunti}, title = {Knowledge Guided Learning: Towards Open Domain Egocentric Action Recognition with Zero Supervision}, journal = {CoRR}, volume = {abs/2009.07470}, year = {2020}, url = {https://arxiv.org/abs/2009.07470}, eprinttype = {arXiv}, eprint = {2009.07470}, timestamp = {Wed, 23 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-07470.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Aakur19, author = {Sathyanarayanan N. Aakur}, title = {Beyond Labels and Captions: Contextualizing Grounded Semantics for Explainable Visual Interpretation}, school = {University of South Florida, Tampa, {USA}}, year = {2019}, url = {https://digitalcommons.usf.edu/etd/7718}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Aakur19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/AakurS19, author = {Sathyanarayanan N. Aakur and Sudeep Sarkar}, title = {A Perceptual Prediction Framework for Self Supervised Event Segmentation}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2019, Long Beach, CA, USA, June 16-20, 2019}, pages = {1197--1206}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2019}, url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Aakur\_A\_Perceptual\_Prediction\_Framework\_for\_Self\_Supervised\_Event\_Segmentation\_CVPR\_2019\_paper.html}, doi = {10.1109/CVPR.2019.00129}, timestamp = {Mon, 30 Aug 2021 17:01:14 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/AakurS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ifipiot/RamnathAK19, author = {Vishalini Laguduva Ramnath and Sathyanarayanan N. Aakur and Srinivas Katkoori}, editor = {Augusto Casaca and Srinivas Katkoori and Sandip Ray and Leon Strous}, title = {Latent Space Modeling for Cloning Encrypted PUF-Based Authentication}, booktitle = {Internet of Things. {A} Confluence of Many Disciplines - Second {IFIP} International Cross-Domain Conference, IFIPIoT 2019, Tampa, FL, USA, October 31 - November 1, 2019, Revised Selected Papers}, series = {{IFIP} Advances in Information and Communication Technology}, volume = {574}, pages = {142--158}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43605-6\_9}, doi = {10.1007/978-3-030-43605-6\_9}, timestamp = {Wed, 18 Mar 2020 12:22:22 +0100}, biburl = {https://dblp.org/rec/conf/ifipiot/RamnathAK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isvlsi/LaguduvaIAKK19, author = {Vishalini R. Laguduva and Sheikh Ariful Islam and Sathyanarayanan N. Aakur and Srinivas Katkoori and Robert Karam}, title = {Machine Learning Based IoT Edge Node Security Attack and Countermeasures}, booktitle = {2019 {IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2019, Miami, FL, USA, July 15-17, 2019}, pages = {670--675}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ISVLSI.2019.00124}, doi = {10.1109/ISVLSI.2019.00124}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isvlsi/LaguduvaIAKK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/AakurSS19a, author = {Sathyanarayanan N. Aakur and Daniel Sawyer and Sudeep Sarkar}, title = {Fine-grained Action Detection in Untrimmed Surveillance Videos}, booktitle = {{IEEE} Winter Applications of Computer Vision Workshops, {WACV} Workshops 2019, Waikoloa Village, HI, USA, January 7-11, 2019}, pages = {38--40}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/WACVW.2019.00014}, doi = {10.1109/WACVW.2019.00014}, timestamp = {Fri, 19 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wacv/AakurSS19a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/AakurSS19, author = {Sathyanarayanan N. Aakur and Fillipe D. M. de Souza and Sudeep Sarkar}, title = {Going Deeper With Semantics: Video Activity Interpretation Using Semantic Contextualization}, booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV} 2019, Waikoloa Village, HI, USA, January 7-11, 2019}, pages = {190--199}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/WACV.2019.00026}, doi = {10.1109/WACV.2019.00026}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/AakurSS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-03099, author = {Sathyanarayanan N. Aakur and Sudeep Sarkar}, title = {Abductive Reasoning as Self-Supervision for Common Sense Question Answering}, journal = {CoRR}, volume = {abs/1909.03099}, year = {2019}, url = {http://arxiv.org/abs/1909.03099}, eprinttype = {arXiv}, eprint = {1909.03099}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-03099.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-07891, author = {Vishalini R. Laguduva and Sheikh Ariful Islam and Sathyanarayanan N. Aakur and Srinivas Katkoori and Robert Karam}, title = {Machine Learning based IoT Edge Node Security Attack and Countermeasures}, journal = {CoRR}, volume = {abs/1909.07891}, year = {2019}, url = {http://arxiv.org/abs/1909.07891}, eprinttype = {arXiv}, eprint = {1909.07891}, timestamp = {Tue, 24 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-07891.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/AakurSS18, author = {Sathyanarayanan N. Aakur and Fillipe D. M. de Souza and Sudeep Sarkar}, title = {An Inherently Explainable Model for Video Activity Interpretation}, booktitle = {The Workshops of the The Thirty-Second {AAAI} Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018}, series = {{AAAI} Technical Report}, volume = {{WS-18}}, pages = {688--694}, publisher = {{AAAI} Press}, year = {2018}, url = {https://aaai.org/ocs/index.php/WS/AAAIW18/paper/view/16704}, timestamp = {Mon, 04 Sep 2023 16:46:41 +0200}, biburl = {https://dblp.org/rec/conf/aaai/AakurSS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aipr/RotichAMSS18, author = {Gilbert Rotich and Sathyanarayanan N. Aakur and Rodrigo Minetto and Maur{\'{\i}}cio Pamplona Segundo and Sudeep Sarkar}, title = {Using Semantic Relationships among Objects for Geospatial Land Use Classification}, booktitle = {47th {IEEE} Applied Imagery Pattern Recognition Workshop, {AIPR} 2018, Washington, DC, USA, October 9-11, 2018}, pages = {1--7}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/AIPR.2018.8707405}, doi = {10.1109/AIPR.2018.8707405}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aipr/RotichAMSS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/trecvid/AakurSBS18, author = {Sathyanarayanan N. Aakur and Daniel Sawyer and Michal Balazia and Sudeep Sarkar}, editor = {George Awad and Asad A. Butt and Keith Curtis and Yooyoung Lee and Jonathan G. Fiscus and Afzal Godil and David Joy and Andrew Delgado and Alan F. Smeaton and Yvette Graham and Wessel Kraaij and Georges Qu{\'{e}}not and Jo{\~{a}}o Magalh{\~{a}}es and David Semedo and Saverio G. Blasi}, title = {Fine-grained Action Detection in Long Surveillance Videos}, booktitle = {2018 {TREC} Video Retrieval Evaluation, {TRECVID} 2018, Gaithersburg, MD, USA, November 13-15, 2018}, publisher = {National Institute of Standards and Technology {(NIST)}}, year = {2018}, url = {https://www-nlpir.nist.gov/projects/tvpubs/tv18.papers/usfbulls.pdf}, timestamp = {Sun, 15 Mar 2020 15:30:45 +0100}, biburl = {https://dblp.org/rec/conf/trecvid/AakurSBS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-04869, author = {Sathyanarayanan N. Aakur and Sudeep Sarkar}, title = {A Perceptual Prediction Framework for Self Supervised Event Segmentation}, journal = {CoRR}, volume = {abs/1811.04869}, year = {2018}, url = {http://arxiv.org/abs/1811.04869}, eprinttype = {arXiv}, eprint = {1811.04869}, timestamp = {Fri, 23 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-04869.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/crv/AakurSS17, author = {Sathyanarayanan N. Aakur and Fillipe D. M. de Souza and Sudeep Sarkar}, title = {Towards a Knowledge-Based Approach for Generating Video Descriptions}, booktitle = {14th Conference on Computer and Robot Vision, {CRV} 2017, Edmonton, AB, Canada, May 16-19, 2017}, pages = {24--31}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CRV.2017.51}, doi = {10.1109/CRV.2017.51}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/crv/AakurSS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-03725, author = {Sathyanarayanan N. Aakur and Fillipe D. M. de Souza and Sudeep Sarkar}, title = {Exploiting Semantic Contextualization for Interpretation of Human Activity in Videos}, journal = {CoRR}, volume = {abs/1708.03725}, year = {2017}, url = {http://arxiv.org/abs/1708.03725}, eprinttype = {arXiv}, eprint = {1708.03725}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-03725.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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