WAXAL: A Large-Scale Multilingual African Language Speech Corpus.

Subhashini Venugopalan

Abdoulaye Diack Perry Nelson Kwaku Agbesi Angela Nakalembe MohamedElfatih MohamedKhair Vusumuzi Dube Tavonga Siyavora Subhashini Venugopalan Jason Hickey Uche Okonkwo Abhishek Bapna Isaac Wiafe Raynard Dodzi Helegah Elikem Doe Atsakpo Charles Nutrokpor Fiifi Baffoe Payin Winful Kafui Kwashie Solaga Jamal-Deen Abdulai Akon Obu Ekpezu Audace Niyonkuru Samuel Rutunda Boris Ishimwe Michael Melese Engineer Bainomugisha Joyce Nakatumba-Nabende Andrew Katumba Claire Babirye Jonathan Mukiibi Vincent Kimani Samuel Kibacia James Maina Fridah Emmah Ahmed Ibrahim Shekarau Ibrahim Shehu Adamu Yusuf Abdullahi Howard Lakougna Bob MacDonald Hadar Shemtov Aisha Walcott-Bryant Moustapha Cisse Avinatan Hassidim Jeff Dean Yossi Matias WAXAL: A Large-Scale Multilingual African Language Speech Corpus. 2026 February abs/2602.02734 CoRR https://doi.org/10.48550/arXiv.2602.02734 db/journals/corr/corr2602.html#abs-2602-02734 streams/journals/corr

Chirag Nagpal Subhashini Venugopalan Jimmy Tobin Marilyn A. Ladewig Katherine A. Heller Katrin Tomanek Speech Recognition with LLMs Adapted to Disordered Speech Using Reinforcement Learning. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10888006 conf/icassp/2025 db/conf/icassp/icassp2025.html#NagpalVTLHT25 Jimmy Tobin Katrin Tomanek Subhashini Venugopalan Towards a Single ASR Model That Generalizes to Disordered Speech. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10888895 conf/icassp/2025 db/conf/icassp/icassp2025.html#TobinTV25 Jeffrey A. Cardille Renee Johnston Simon Ilyushchenko Johan Kartiwa Zahra Shamsi Matthew Abraham Khashayar Azad Kainath Ahmed Emma Bergeron Quick Nuala Caughie Noah Jencz Karen Dyson Andrea Puzzi Nicolau Maria Fernanda Lopez-Ornelas David Saah Michael P. Brenner Subhashini Venugopalan Sameera S Ponda The Cloud-Based Geospatial Benchmark: Challenges and LLM Evaluation. TerraBytes 2025 63-80 conf/icml/2025terrabytes https://proceedings.mlr.press/v292/cardille25a.html db/conf/icml/terrabytes2025.html#CardilleJIKSAAAQCJDNLSB25 streams/conf/icml

Chirag Nagpal Subhashini Venugopalan Jimmy Tobin Marilyn A. Ladewig Katherine A. Heller Katrin Tomanek Speech Recognition With LLMs Adapted to Disordered Speech Using Reinforcement Learning. 2025 January abs/2501.00039 CoRR https://doi.org/10.48550/arXiv.2501.00039 db/journals/corr/corr2501.html#abs-2501-00039 streams/journals/corr

Hao Cui Zahra Shamsi Gowoon Cheon Xuejian Ma Shutong Li Maria Tikhanovskaya Peter C. Norgaard Nayantara Mudur Martyna Plomecka Paul Raccuglia Yasaman Bahri Victor V. Albert Pranesh Srinivasan Haining Pan Philippe Faist Brian Rohr Michael J. Statt Dan Morris 0001 Drew Purves Elise Kleeman Ruth Alcantara Matthew Abraham Muqthar Mohammad Ean Phing VanLee Chenfei Jiang Elizabeth Dorfman Eun-Ah Kim Michael P. Brenner Viren Jain Sameera S. Ponda Subhashini Venugopalan CURIE: Evaluating LLMs On Multitask Scientific Long Context Understanding and Reasoning. 2025 March abs/2503.13517 CoRR https://doi.org/10.48550/arXiv.2503.13517 db/journals/corr/corr2503.html#abs-2503-13517 streams/journals/corr

Daniel J. Liebling Malcolm Kane Madeleine Grunde-McLaughlin Ian J. Lang Subhashini Venugopalan Michael P. Brenner Towards AI-assisted Academic Writing. 2025 March abs/2503.13771 CoRR https://doi.org/10.48550/arXiv.2503.13771 db/journals/corr/corr2503.html#abs-2503-13771 streams/journals/corr

Nayantara Mudur Hao Cui Subhashini Venugopalan Paul Raccuglia Michael P. Brenner Peter C. Norgaard FEABench: Evaluating Language Models on Multiphysics Reasoning Ability. 2025 April abs/2504.06260 CoRR https://doi.org/10.48550/arXiv.2504.06260 db/journals/corr/corr2504.html#abs-2504-06260 streams/journals/corr

Eser Aygün Anastasiya Belyaeva Gheorghe Comanici Marc Coram Hao Cui Jake Garrison Renee Johnston Anton Kast Cory Y. McLean Peter C. Norgaard Zahra Shamsi David Smalling James Thompson Subhashini Venugopalan Brian P. Williams Chujun He Sarah Martinson Martyna Plomecka Lai Wei Yuchen Zhou Qian-Ze Zhu Matthew Abraham Erica Brand Anna Bulanova Jeffrey A. Cardille Chris Co Scott Ellsworth Grace Joseph Malcolm Kane Ryan Krueger Johan Kartiwa Daniel J. Liebling Jan-Matthis Lueckmann Paul Raccuglia Xuefei Wang Katherine Chou James Manyika Yossi Matias John C. Platt Lizzie Dorfman Shibl Mourad Michael P. Brenner An AI system to help scientists write expert-level empirical software. 2025 September abs/2509.06503 CoRR https://doi.org/10.48550/arXiv.2509.06503 db/journals/corr/corr2509.html#abs-2509-06503 streams/journals/corr

Haoyu Guo Maria Tikhanovskaya Paul Raccuglia Alexey Vlaskin Chris Co Daniel J. Liebling Scott Ellsworth Matthew Abraham Elizabeth Dorfman N. P. Armitage Chunhan Feng Antoine Georges Olivier Gingras Dominik Kiese Steven A. Kivelson Vadim Oganesyan B. J. Ramshaw Subir Sachdev T. Senthil J. M. Tranquada Michael P. Brenner Subhashini Venugopalan Eun-Ah Kim Expert Evaluation of LLM World Models: A High-T<sub>c</sub> Superconductivity Case Study. 2025 November abs/2511.03782 CoRR https://doi.org/10.48550/arXiv.2511.03782 db/journals/corr/corr2511.html#abs-2511-03782 streams/journals/corr

Mina Lee 0002 Katy Ilonka Gero John Joon Young Chung Simon Buckingham Shum Vipul Raheja Hua Shen 0005 Subhashini Venugopalan Thiemo Wambsganss David Zhou Emad A. Alghamdi Tal August Avinash Bhat Madiha Zahrah Choksi Senjuti Dutta Jin L. C. Guo Md. Naimul Hoque Yewon Kim Simon Knight 0001 Seyed Parsa Neshaei Antonette Shibani Disha Shrivastava Lila Shroff Agnia Sergeyuk Jessi Stark Sarah Sterman Sitong Wang 0001 Antoine Bosselut Daniel Buschek Joseph Chee Chang Sherol Chen Max Kreminski Joonsuk Park Roy Pea Eugenia Ha Rim Rho Zejiang Shen 0001 Pao Siangliulue A Design Space for Intelligent and Interactive Writing Assistants. 1054:1-1054:35 2024 CHI https://doi.org/10.1145/3613904.3642697 https://www.wikidata.org/entity/Q130843328 conf/chi/2024 db/conf/chi/chi2024.html#0002GCSRSVWZAAB24 Katrin Tomanek Jimmy Tobin Subhashini Venugopalan Richard Cave Katie Seaver Jordan R. Green Rus Heywood Large Language Models As A Proxy For Human Evaluation In Assessing The Comprehensibility Of Disordered Speech Transcription. 10846-10850 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10447177 conf/icassp/2024 db/conf/icassp/icassp2024.html#TomanekTVCSGH24 Shraman Pramanick Rama Chellappa Subhashini Venugopalan SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/d74033a247989e8f6f3bf9e0c9629fb5-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2024 db/conf/nips/neurips2024.html#PramanickCV24 Zheer Xu Shanqing Cai Mukund Varma T. Subhashini Venugopalan Shumin Zhai SkipWriter: LLM-Powered Abbreviated Writing on Tablets. 22:1-22:13 2024 UIST https://doi.org/10.1145/3654777.3676423 https://www.wikidata.org/entity/Q130804448 conf/uist/2024 db/conf/uist/uist2024.html#XuCTVZ24

Haining Pan Nayantara Mudur Will Taranto Maria Tikhanovskaya Subhashini Venugopalan Yasaman Bahri Michael P. Brenner Eun-Ah Kim Quantum Many-Body Physics Calculations with Large Language Models. 2024 abs/2403.03154 CoRR https://doi.org/10.48550/arXiv.2403.03154 db/journals/corr/corr2403.html#abs-2403-03154

Shraman Pramanick Rama Chellappa Subhashini Venugopalan SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers. 2024 abs/2407.09413 CoRR https://doi.org/10.48550/arXiv.2407.09413 db/journals/corr/corr2407.html#abs-2407-09413 streams/journals/corr

Joel Shor Ruyue Agnes Bi Subhashini Venugopalan Steven Ibara Roman Goldenberg Ehud Rivlin Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings. 1-7 2023 ClinicalNLP@ACL https://doi.org/10.18653/v1/2023.clinicalnlp-1.1 https://aclanthology.org/2023.clinicalnlp-1.1 conf/acl-clinicalnlp/2023 db/conf/acl-clinicalnlp/acl-clinicalnlp2023.html#ShorBVIGR23 Shanqing Cai Subhashini Venugopalan Katrin Tomanek Shaun K. Kane Meredith Ringel Morris Richard Cave Robert L. MacDonald Jon Campbell Blair Casey Emily Kornman Daniel E. Vance Jay C. Beavers SpeakFaster Observer: Long-Term Instrumentation of Eye-Gaze Typing for Measuring AAC Communication. 397:1-397:8 2023 CHI Extended Abstracts https://doi.org/10.1145/3544549.3573870 https://www.wikidata.org/entity/Q130936903 conf/chi/2023a db/conf/chi/chi2023a.html#CaiVTKMCMCCKVB23 Subhashini Venugopalan Jimmy Tobin Samuel J. Yang Katie Seaver Richard J. N. Cave Pan-Pan Jiang Neil Zeghidour Rus Heywood Jordan R. Green Michael P. Brenner Speech Intelligibility Classifiers from 550k Disordered Speech Samples. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10095933 conf/icassp/2023 db/conf/icassp/icassp2023.html#VenugopalanTYSCJZHGB23 Mukund Varma T. Peihao Wang Xuxi Chen Tianlong Chen 0001 Subhashini Venugopalan Zhangyang Wang Is Attention All That NeRF Needs? 2023 ICLR https://openreview.net/forum?id=xE-LtsE-xx conf/iclr/2023 db/conf/iclr/iclr2023.html#TWCCVW23

Joel Shor Ruyue Agnes Bi Subhashini Venugopalan Steven Ibara Roman Goldenberg Ehud Rivlin Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings. 2023 abs/2303.05737 CoRR https://doi.org/10.48550/arXiv.2303.05737 db/journals/corr/corr2303.html#abs-2303-05737

Subhashini Venugopalan Jimmy Tobin Samuel J. Yang Katie Seaver Richard J. N. Cave Pan-Pan Jiang Neil Zeghidour Rus Heywood Jordan R. Green Michael P. Brenner Speech Intelligibility Classifiers from 550k Disordered Speech Samples. 2023 abs/2303.07533 CoRR https://doi.org/10.48550/arXiv.2303.07533 db/journals/corr/corr2303.html#abs-2303-07533

Shanqing Cai Subhashini Venugopalan Katie Seaver Xiang Xiao Katrin Tomanek Sri Jalasutram Meredith Ringel Morris Shaun K. Kane Ajit Narayanan Robert L. MacDonald Emily Kornman Daniel E. Vance Blair Casey Steve M. Gleason Philip Q. Nelson Michael P. Brenner Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments. 2023 abs/2312.01532 CoRR https://doi.org/10.48550/arXiv.2312.01532 db/journals/corr/corr2312.html#abs-2312-01532

Katrin Tomanek Shanqing Cai Subhashini Venugopalan Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion. 2023 abs/2312.14327 CoRR https://doi.org/10.48550/arXiv.2312.14327 db/journals/corr/corr2312.html#abs-2312-14327

Fernando Vieira Subhashini Venugopalan Alan S. Premasiri Maeve McNally Aren Jansen Kevin McCloskey Michael P. Brenner Steven Perrin A machine-learning based objective measure for ALS disease severity. 2022 5 npj Digit. Medicine https://doi.org/10.1038/s41746-022-00588-8 db/journals/npjdm/npjdm5.html#VieiraVPMJMBP22

Joel Shor Subhashini Venugopalan TRILLsson: Distilled Universal Paralinguistic Speech Representations. 356-360 2022 INTERSPEECH https://doi.org/10.21437/Interspeech.2022-118 conf/interspeech/2022 db/conf/interspeech/interspeech2022.html#ShorV22 Shanqing Cai Subhashini Venugopalan Katrin Tomanek Ajit Narayanan Meredith Ringel Morris Michael P. Brenner Context-Aware Abbreviation Expansion Using Large Language Models. 1261-1275 2022 NAACL-HLT https://doi.org/10.18653/v1/2022.naacl-main.91 https://aclanthology.org/2022.naacl-main.91 conf/naacl/2022 db/conf/naacl/naacl2022.html#CaiVTNMB22 Mukund Varma T. Xuxi Chen Zhenyu Zhang 0015 Tianlong Chen 0001 Subhashini Venugopalan Zhangyang Wang Sparse Winning Tickets are Data-Efficient Image Recognizers. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/1e0bfe8bbaa0e70809f0a8ccd9c2ff3e-Abstract-Conference.html db/conf/nips/neurips2022.html#TCZCVW22

Joel Shor Subhashini Venugopalan TRILLsson: Distilled Universal Paralinguistic Speech Representations. 2022 abs/2203.00236 CoRR https://doi.org/10.48550/arXiv.2203.00236 db/journals/corr/corr2203.html#abs-2203-00236

Shanqing Cai Subhashini Venugopalan Katrin Tomanek Ajit Narayanan Meredith Ringel Morris Michael P. Brenner Context-Aware Abbreviation Expansion Using Large Language Models. 2022 abs/2205.03767 CoRR https://doi.org/10.48550/arXiv.2205.03767 db/journals/corr/corr2205.html#abs-2205-03767

Mukund Varma T. Peihao Wang Xuxi Chen Tianlong Chen 0001 Subhashini Venugopalan Zhangyang Wang Is Attention All NeRF Needs? 2022 abs/2207.13298 CoRR https://doi.org/10.48550/arXiv.2207.13298 db/journals/corr/corr2207.html#abs-2207-13298

Jimmy Tobin Qisheng Li Subhashini Venugopalan Katie Seaver Richard Cave Katrin Tomanek Assessing ASR Model Quality on Disordered Speech using BERTScore. 2022 abs/2209.10591 CoRR https://doi.org/10.48550/arXiv.2209.10591 db/journals/corr/corr2209.html#abs-2209-10591

Andrei Kapishnikov Subhashini Venugopalan Besim Avci Ben Wedin Michael Terry Tolga Bolukbasi Guided Integrated Gradients: An Adaptive Path Method for Removing Noise. 5050-5058 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Kapishnikov_Guided_Integrated_Gradients_An_Adaptive_Path_Method_for_Removing_Noise_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00501 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#KapishnikovVAWT21 Subham Sekhar Sahoo Subhashini Venugopalan Li Li 0060 Rishabh Singh Patrick Riley 0001 Scaling Symbolic Methods using Gradients for Neural Model Explanation. 2021 ICLR https://openreview.net/forum?id=V5j-jdoDDP conf/iclr/2021 db/conf/iclr/iclr2021.html#SahooV0S021 Subhashini Venugopalan Joel Shor Manoj Plakal Jimmy Tobin Katrin Tomanek Jordan R. Green Michael P. Brenner Comparing Supervised Models and Learned Speech Representations for Classifying Intelligibility of Disordered Speech on Selected Phrases. 4843-4847 2021 Interspeech https://doi.org/10.21437/Interspeech.2021-1913 conf/interspeech/2021 db/conf/interspeech/interspeech2021.html#VenugopalanSPTT21

Andrei Kapishnikov Subhashini Venugopalan Besim Avci Ben Wedin Michael Terry Tolga Bolukbasi Guided Integrated Gradients: An Adaptive Path Method for Removing Noise. 2021 abs/2106.09788 CoRR https://arxiv.org/abs/2106.09788 db/journals/corr/corr2106.html#abs-2106-09788

Subhashini Venugopalan Joel Shor Manoj Plakal Jimmy Tobin Katrin Tomanek Jordan R. Green Michael P. Brenner Comparing Supervised Models And Learned Speech Representations For Classifying Intelligibility Of Disordered Speech On Selected Phrases. 2021 abs/2107.03985 CoRR https://arxiv.org/abs/2107.03985 db/journals/corr/corr2107.html#abs-2107-03985

Katy Blumer Subhashini Venugopalan Michael P. Brenner Jon M. Kleinberg Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images. 2021 abs/2107.11468 CoRR https://arxiv.org/abs/2107.11468 db/journals/corr/corr2107.html#abs-2107-11468

Wesley Wei Qian Cassandra Xia Subhashini Venugopalan Arunachalam Narayanaswamy Michelle Dimon George W. Ashdown Jake Baum Jian Peng 0001 D. Michael Ando Batch equalization with a generative adversarial network. i875-i883 2020 36 Bioinform. Supplement-2 https://doi.org/10.1093/bioinformatics/btaa819 https://www.wikidata.org/entity/Q104681766 db/journals/bioinformatics/bioinformatics36.html#QianXVNDAB0A20

Shawn Xu Subhashini Venugopalan Mukund Sundararajan Attribution in Scale and Space. 9677-9686 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Xu_Attribution_in_Scale_and_Space_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.00970 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#XuVS20 Arunachalam Narayanaswamy Subhashini Venugopalan Dale R. Webster Lily Peng Gregory S. Corrado Paisan Ruamviboonsuk Pinal Bavishi Michael P. Brenner Philip C. Nelson Avinash V. Varadarajan Scientific Discovery by Generating Counterfactuals Using Image Translation. 273-283 2020 MICCAI (1) https://doi.org/10.1007/978-3-030-59710-8_27 conf/miccai/2020-1 db/conf/miccai/miccai2020-1.html#NarayanaswamyVW20

Shawn Xu Subhashini Venugopalan Mukund Sundararajan Attribution in Scale and Space. 2020 abs/2004.03383 CoRR https://arxiv.org/abs/2004.03383 db/journals/corr/corr2004.html#abs-2004-03383

Subham Sekhar Sahoo Subhashini Venugopalan Li Li 0060 Rishabh Singh Patrick F. Riley Scaling Symbolic Methods using Gradients for Neural Model Explanation. 2020 abs/2006.16322 CoRR https://arxiv.org/abs/2006.16322 db/journals/corr/corr2006.html#abs-2006-16322

Arunachalam Narayanaswamy Subhashini Venugopalan Dale R. Webster Lily Peng Greg Corrado Paisan Ruamviboonsuk Pinal Bavishi Rory Sayres Abigail E. Huang Siva Balasubramanian Michael P. Brenner Philip Q. Nelson Avinash V. Varadarajan Scientific Discovery by Generating Counterfactuals using Image Translation. 2020 abs/2007.05500 CoRR https://arxiv.org/abs/2007.05500 db/journals/corr/corr2007.html#abs-2007-05500

Ashish Bora Siva Balasubramanian Boris Babenko Sunny Virmani Subhashini Venugopalan Akinori Mitani Guilherme de Oliveira Marinho Jorge Cuadros Paisan Ruamviboonsuk Gregory S. Corrado Lily Peng Dale R. Webster Avinash V. Varadarajan Naama Hammel Yun Liu 0013 Pinal Bavishi Predicting Risk of Developing Diabetic Retinopathy using Deep Learning. 2020 abs/2008.04370 CoRR https://arxiv.org/abs/2008.04370 db/journals/corr/corr2008.html#abs-2008-04370

Subhashini Venugopalan Arunachalam Narayanaswamy Samuel J. Yang Anton Gerashcenko Scott Lipnick Nina Makhortova James Hawrot Christine Marques João Pereira Michael P. Brenner Lee Rubin Brian Wainger Marc Berndl It's easy to fool yourself: Case studies on identifying bias and confounding in bio-medical datasets. 2019 abs/1912.07661 CoRR http://arxiv.org/abs/1912.07661 db/journals/corr/corr1912.html#abs-1912-07661

Avinash V. Varadarajan Pinal Bavishi Paisan Raumviboonsuk Peranut Chotcomwongse Subhashini Venugopalan Arunachalam Narayanaswamy Jorge Cuadros Kuniyoshi Kanai George Bresnick Mongkol Tadarati Sukhum Silpa-Archa Jirawut Limwattanayingyong Variya Nganthavee Joe Ledsam Pearse A. Keane Gregory S. Corrado Lily Peng Dale R. Webster Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning. 2018 abs/1810.10342 CoRR http://arxiv.org/abs/1810.10342 db/journals/corr/corr1810.html#abs-1810-10342

Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan Sergio Guadarrama Kate Saenko Trevor Darrell Long-Term Recurrent Convolutional Networks for Visual Recognition and Description. 677-691 2017 39 IEEE Trans. Pattern Anal. Mach. Intell. 4 https://doi.org/10.1109/TPAMI.2016.2599174 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2016.2599174 https://www.wikidata.org/entity/Q50488964 db/journals/pami/pami39.html#DonahueHRVGSD17

Subhashini Venugopalan Lisa Anne Hendricks Marcus Rohrbach Raymond J. Mooney Trevor Darrell Kate Saenko Captioning Images with Diverse Objects. 1170-1178 2017 CVPR https://doi.org/10.1109/CVPR.2017.130 https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.130 conf/cvpr/2017 db/conf/cvpr/cvpr2017.html#VenugopalanHRMD17 Shagan Sah Sourabh Kulhare Allison Gray Subhashini Venugopalan Emily Prud'hommeaux Raymond W. Ptucha Semantic Text Summarization of Long Videos. 989-997 2017 WACV https://doi.org/10.1109/WACV.2017.115 https://doi.ieeecomputersociety.org/10.1109/WACV.2017.115 conf/wacv/2017 db/conf/wacv/wacv2017.html#SahKGVPP17

Yun Liu 0013 Krishna Gadepalli Mohammad Norouzi 0002 George E. Dahl Timo Kohlberger Aleksey Boyko Subhashini Venugopalan Aleksei Timofeev Philip Q. Nelson Gregory S. Corrado Jason D. Hipp Lily Peng Martin C. Stumpe Detecting Cancer Metastases on Gigapixel Pathology Images. 2017 abs/1703.02442 CoRR http://arxiv.org/abs/1703.02442 db/journals/corr/corr1703.html#LiuGNDKBVTNCHPS17

Lisa Anne Hendricks Subhashini Venugopalan Marcus Rohrbach Raymond J. Mooney Kate Saenko Trevor Darrell Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data. 1-10 2016 CVPR https://doi.org/10.1109/CVPR.2016.8 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.8 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#HendricksVRMSD16 Subhashini Venugopalan Lisa Anne Hendricks Raymond J. Mooney Kate Saenko Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text. 1961-1966 2016 EMNLP https://doi.org/10.18653/v1/d16-1204 https://aclanthology.org/D16-1204/ conf/emnlp/2016 db/conf/emnlp/emnlp2016.html#VenugopalanHMS16 Vasili Ramanishka Abir Das Dong Huk Park Subhashini Venugopalan Lisa Anne Hendricks Marcus Rohrbach Kate Saenko Multimodal Video Description. 1092-1096 2016 ACM Multimedia https://doi.org/10.1145/2964284.2984066 conf/mm/2016 db/conf/mm/mm2016.html#RamanishkaDPVHR16

Subhashini Venugopalan Lisa Anne Hendricks Raymond J. Mooney Kate Saenko Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text. 2016 abs/1604.01729 CoRR http://arxiv.org/abs/1604.01729 db/journals/corr/corr1604.html#VenugopalanHMS16

Subhashini Venugopalan Lisa Anne Hendricks Marcus Rohrbach Raymond J. Mooney Trevor Darrell Kate Saenko Captioning Images with Diverse Objects. 2016 abs/1606.07770 CoRR http://arxiv.org/abs/1606.07770 db/journals/corr/corr1606.html#VenugopalanHRMD16

Ronghang Hu Marcus Rohrbach Subhashini Venugopalan Trevor Darrell Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions. 2016 abs/1608.08305 CoRR http://arxiv.org/abs/1608.08305 db/journals/corr/corr1608.html#HuRVD16

Jeff Donahue Lisa Anne Hendricks Sergio Guadarrama Marcus Rohrbach Subhashini Venugopalan Trevor Darrell Kate Saenko Long-term recurrent convolutional networks for visual recognition and description. 2625-2634 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298878 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298878 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#DonahueHGRVDS15 Subhashini Venugopalan Marcus Rohrbach Jeffrey Donahue Raymond J. Mooney Trevor Darrell Kate Saenko Sequence to Sequence - Video to Text. 4534-4542 2015 ICCV https://doi.org/10.1109/ICCV.2015.515 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.515 conf/iccv/2015 db/conf/iccv/iccv2015.html#VenugopalanRDMD15 Subhashini Venugopalan Huijuan Xu 0001 Jeff Donahue Marcus Rohrbach Raymond J. Mooney Kate Saenko Translating Videos to Natural Language Using Deep Recurrent Neural Networks. 1494-1504 2015 HLT-NAACL https://doi.org/10.3115/v1/n15-1173 https://aclanthology.org/N15-1173/ conf/naacl/2015 db/conf/naacl/naacl2015.html#VenugopalanXDRM15

Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko Sequence to Sequence - Video to Text. 2015 abs/1505.00487 CoRR http://arxiv.org/abs/1505.00487 db/journals/corr/corr1505.html#VenugopalanRDMD15

Huijuan Xu 0001 Subhashini Venugopalan Vasili Ramanishka Marcus Rohrbach Kate Saenko A Multi-scale Multiple Instance Video Description Network. 2015 abs/1505.05914 CoRR http://arxiv.org/abs/1505.05914 db/journals/corr/corr1505.html#XuVRRS15

Lisa Anne Hendricks Subhashini Venugopalan Marcus Rohrbach Raymond J. Mooney Kate Saenko Trevor Darrell Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data. 2015 abs/1511.05284 CoRR http://arxiv.org/abs/1511.05284 db/journals/corr/corr1511.html#HendricksVRMSD15

Jesse Thomason Subhashini Venugopalan Sergio Guadarrama Kate Saenko Raymond J. Mooney Integrating Language and Vision to Generate Natural Language Descriptions of Videos in the Wild. 1218-1227 2014 COLING https://aclanthology.org/C14-1115/ conf/coling/2014 db/conf/coling/coling2014.html#ThomasonVGSM14

Jeff Donahue Lisa Anne Hendricks Sergio Guadarrama Marcus Rohrbach Subhashini Venugopalan Kate Saenko Trevor Darrell Long-term Recurrent Convolutional Networks for Visual Recognition and Description. 2014 abs/1411.4389 CoRR http://arxiv.org/abs/1411.4389 db/journals/corr/corr1411.html#DonahueHGRVSD14

Subhashini Venugopalan Huijuan Xu 0001 Jeff Donahue Marcus Rohrbach Raymond J. Mooney Kate Saenko Translating Videos to Natural Language Using Deep Recurrent Neural Networks. 2014 abs/1412.4729 CoRR http://arxiv.org/abs/1412.4729 db/journals/corr/corr1412.html#VenugopalanXDRMS14

Sergio Guadarrama Niveda Krishnamoorthy Girish Malkarnenkar Subhashini Venugopalan Raymond J. Mooney Trevor Darrell Kate Saenko YouTube2Text: Recognizing and Describing Arbitrary Activities Using Semantic Hierarchies and Zero-Shot Recognition. 2712-2719 2013 ICCV https://doi.org/10.1109/ICCV.2013.337 https://doi.ieeecomputersociety.org/10.1109/ICCV.2013.337 conf/iccv/2013 db/conf/iccv/iccv2013.html#GuadarramaKMVMDS13 Jamal-Deen Abdulai Yusuf Abdullahi Matthew Abraham Ibrahim Shehu Adamu Kwaku Agbesi Kainath Ahmed Victor V. Albert Ruth Alcantara Emad A. Alghamdi D. Michael Ando N. P. Armitage George W. Ashdown Elikem Doe Atsakpo Tal August Besim Avci Eser Aygün Khashayar Azad Boris Babenko Claire Babirye Yasaman Bahri Engineer Bainomugisha Siva Balasubramanian Abhishek Bapna Jake Baum Pinal Bavishi Jay C. Beavers Anastasiya Belyaeva Marc Berndl Avinash Bhat Ruyue Agnes Bi Katy Blumer Tolga Bolukbasi Ashish Bora Antoine Bosselut Aleksey Boyko Erica Brand Michael P. Brenner George Bresnick Anna Bulanova Daniel Buschek Shanqing Cai Jon Campbell Jeffrey A. Cardille Blair Casey Nuala Caughie Richard CaveRichard J. N. Cave Joseph Chee Chang Rama Chellappa Sherol Chen Tianlong Chen 0001 Xuxi Chen Gowoon Cheon Madiha Zahrah Choksi Peranut Chotcomwongse Katherine Chou John Joon Young Chung Moustapha Cisse Chris Co Gheorghe Comanici Marc Coram Gregory S. CorradoGreg Corrado Jorge Cuadros Hao Cui George E. Dahl Trevor Darrell Abir Das Jeffrey DeanJeff Dean Abdoulaye Diack Michelle Dimon Jeff DonahueJeffrey Donahue Elizabeth Dorfman Lizzie Dorfman Vusumuzi Dube Senjuti Dutta Karen Dyson Akon O. EkpezuAkon Obu Ekpezu Scott Ellsworth Fridah Emmah Philippe Faist Chunhan Feng Krishna Gadepalli Jake Garrison Antoine Georges Anton Gerashcenko Katy Ilonka Gero Olivier Gingras Steve M. Gleason Roman Goldenberg Allison Gray Jordan R. Green Madeleine Grunde-McLaughlin Sergio Guadarrama Haoyu Guo Jin L. C. Guo Naama Hammel Avinatan Hassidim James Hawrot Chujun He Raynard Dodzi Helegah Katherine A. Heller Lisa Anne Hendricks Rus Heywood Jason Hickey Jason D. Hipp Md. Naimul Hoque Ronghang Hu Abigail E. Huang Steven Ibara Simon Ilyushchenko Boris Ishimwe Viren Jain Sri Jalasutram Aren Jansen Noah Jencz Chenfei Jiang Pan-Pan Jiang Renee Johnston Grace Joseph Kuniyoshi Kanai Malcolm Kane Shaun K. Kane Andrei Kapishnikov Johan Kartiwa Anton Kast Andrew Katumba Pearse A. Keane Samuel Kibacia Dominik Kiese Eun-Ah Kim Yewon Kim Vincent Kimani Steven A. Kivelson Elise Kleeman Jon M. Kleinberg Simon Knight 0001 Timo Kohlberger Emily Kornman Max Kreminski Niveda Krishnamoorthy Ryan Krueger Sourabh Kulhare Marilyn A. Ladewig Howard Lakougna Ian J. Lang Joe Ledsam Mina Lee 0002 Li Li 0060 Qisheng Li Shutong Li Daniel J. Liebling Jirawut Limwattanayingyong Scott Lipnick Yun Liu 0013 Maria Fernanda Lopez-Ornelas Jan-Matthis Lueckmann Xuejian Ma Bob MacDonald Robert L. MacDonald James Maina Nina Makhortova Girish Malkarnenkar James Manyika Guilherme de Oliveira Marinho Christine Marques Sarah Martinson Yossi Matias Kevin McCloskey Cory Y. McLean Maeve McNally Akinori Mitani MohamedElfatih MohamedKhair Muqthar Mohammad Raymond J. Mooney Dan Morris 0001 Meredith Ringel Morris Shibl Mourad Nayantara Mudur Jonathan Mukiibi Chirag Nagpal Angela Nakalembe Joyce Nakatumba-Nabende Ajit Narayanan Arunachalam Narayanaswamy Perry Nelson Philip C. Nelson Philip Q. Nelson Seyed Parsa Neshaei Variya Nganthavee Andrea Puzzi Nicolau Audace Niyonkuru Peter C. Norgaard Mohammad Norouzi 0002 Charles Nutrokpor Vadim Oganesyan Uche Okonkwo Haining Pan Dong Huk Park Joonsuk Park Roy D. PeaRoy Pea Jian Peng 0001 Lily Peng João Pereira Steven Perrin Manoj Plakal John C. Platt Martyna Plomecka Sameera S Ponda Sameera S. Ponda Shraman Pramanick Alan S. Premasiri Emily Tucker Prud'hommeauxEmily Prud'hommeaux Raymond W. Ptucha Drew Purves Wesley Wei Qian Emma Bergeron Quick Paul Raccuglia Vipul Raheja Vasili Ramanishka B. J. Ramshaw Paisan Raumviboonsuk Eugenia Ha Rim Rho Patrick F. RileyPatrick Riley 0001 Ehud Rivlin Brian Rohr Marcus Rohrbach Paisan Ruamviboonsuk Lee Rubin Samuel Rutunda David Saah Subir Sachdev Kate Saenko Shagan Sah Subham Sekhar Sahoo Rory Sayres Katie Seaver T. Senthil Agnia Sergeyuk Zahra Shamsi Ahmed Ibrahim Shekarau Hadar Shemtov Hua Shen 0005 Shannon Shen 0001Zejiang Shen 0001Shannon Zejiang Shen Antonette Shibani Joel Shor Disha Shrivastava Lila Shroff Simon Buckingham Shum Pao Siangliulue Sukhum Silpa-Archa Rishabh Singh Tavonga Siyavora David Smalling Kafui Kwashie Solaga Pranesh Srinivasan Jessi Stark Michael J. Statt Sarah Sterman Martin C. Stumpe Mukund Sundararajan Mukund Varma T. Mongkol Tadarati Will Taranto Michael Terry Jesse Thomason James Thompson Maria Tikhanovskaya Aleksei Timofeev Jimmy Tobin Katrin Tomanek J. M. Tranquada Daniel E. Vance Ean Phing VanLee Avinash V. Varadarajan Fernando Vieira Sunny Virmani Alexey Vlaskin Brian Wainger Aisha Walcott-Bryant Thiemo Wambsganss Peihao Wang Sitong Wang 0001 Xuefei Wang Zhangyang Wang Dale R. Webster Benjamin D. WedinBen Wedin Lai Wei Isaac Wiafe Brian P. Williams Fiifi Baffoe Payin Winful Michael Melese WoldeyohannisMichael Melese Cassandra Xia Xiang Xiao Huijuan Xu 0001 Shawn Xu Zheer Xu Samuel J. Yang Neil Zeghidour Shumin Zhai Zhenyu Zhang 0015 David Zhou Yuchen Zhou Qian-Ze Zhu