`

Timezone: »

 
Spotlight talks (session 3)
Farzaneh Mahdisoltani · Frederik Kratzert · SUBBAREDDY OOTA · Mehul Motani · Tryambak Gangopadhyay · Sathwik Tejaswi Madhusudhan · Marc Rußwurm · Mahta Mousavi · Mihir Jain

Fri Dec 07 09:00 AM -- 09:20 AM (PST) @ None

Author Information

Farzaneh Mahdisoltani (University of Toronto)
Frederik Kratzert (LIT AI Lab / University Linz)
SUBBAREDDY OOTA (IIIT Hyderabad)
Mehul Motani (National University of Singapore)

Mehul Motani received the B.E. degree from Cooper Union, New York, NY, the M.S. degree from Syracuse University, Syracuse, NY, and the Ph.D. degree from Cornell University, Ithaca, NY, all in Electrical and Computer Engineering. Dr. Motani is currently an Associate Professor in the Electrical and Computer Engineering Department at the National University of Singapore (NUS) and a Visiting Research Collaborator at Princeton University. Previously, he was a Visiting Fellow at Princeton University. He was also a Research Scientist at the Institute for Infocomm Research in Singapore, for three years, and a Systems Engineer at Lockheed Martin in Syracuse, NY for over four years. His research interests include information theory, machine learning, wireless and sensor networks, and energy harvesting communications. Dr. Motani was the recipient of the Intel Foundation Fellowship for his Ph.D. research, the NUS Annual Teaching Excellence Award, the NUS Faculty of Engineering Innovative Teaching Award, and the NUS Faculty of Engineering Teaching Honours List Award. He actively participates in the Institute of Electrical and Electronics Engineers (IEEE) and the Association for Computing Machinery (ACM). He is a Fellow of the IEEE and has served as the Secretary of the IEEE Information Theory Society Board of Governors. He has served as an Associate Editor for both the IEEE Transactions on Information Theory and the IEEE Transactions on Communications. He has also served on the Organizing and Technical Program Committees of numerous IEEE and ACM conferences.

Tryambak Gangopadhyay (Iowa State University)

As a Ph.D. student at Iowa State University, I am working as a Research Assistant at Self-aware Complex Systems Lab on Machine Learning and Deep Learning for healthcare, agriculture, and different cyber-physical systems. I am doing a concurrent Masters in Computer Science. In 2019, I did my summer internship at the Machine Learning group of Lawrence Livermore National Laboratory. I developed deep learning fusion models for clinical prediction tasks using Electronic Health Record datasets. In my Ph.D. thesis, I am focusing on implementing state-of-the-art architectures and designing new algorithms for large-scale image/video data, multivariate time series data and text data with applications focusing on cyber-physical systems. My interests include Autoencoders (For 3D and 2D Data), LSTM Models, Attention Models, Explainability for Spatiotemporal Data, Action Recognition, Anomaly Detection using ML, 3D, and 2D CNN for large-scale video datasets, Natural Language Processing, Multimodal Learning using text, time-series and images, Spatiotemporal Interpretability for Multivariate Time-Series Data. Recently, I have started developing an interest in Reinforcement Learning. Please contact me at tryambak@iastate.edu, tryambak95@gmail.com for more details about my research.

Sathwik Tejaswi Madhusudhan (University of Illinois at Urbana Champaign)
Marc Rußwurm (Technical University of Munich)

PhD Candidate @ TU Munich. Computer Vision Research Group - Chair of Remote Sensing Technology. Research in methodical remote sensing for multi-temporal satellite image analysis with recurrent and convolutional networks. Research applications in disaster response and vegetation modeling.

Mahta Mousavi (UC San Diego)
Mihir Jain (Qualcomm)

More from the Same Authors

  • 2021 : DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space »
    Lukas Kondmann · Aysim Toker · Marc Rußwurm · Andrés Camero · Devis Peressuti · Grega Milcinski · Pierre-Philippe Mathieu · Nicolas Longepe · Timothy Davis · Giovanni Marchisio · Laura Leal-Taixé · Xiaoxiang Zhu
  • 2021 : Spectrally Adaptive Common Spatial Patterns »
    Mahta Mousavi · Eric Lybrand · Shuangquan Feng · Shuai Tang · Rayan Saab · Virginia de Sa
  • 2021 : Cross-Modal Virtual Sensing for Combustion Instability Monitoring »
    Tryambak Gangopadhyay · Vikram Ramanan · Chakravarthy S.R. · Soumik Sarkar
  • 2021 : Achieving Low Complexity Neural Decoders via Iterative Pruning »
    Vikrant Malik · Rohan Ghosh · Mehul Motani
  • 2021 Poster: Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization »
    Rohan Ghosh · Mehul Motani
  • 2020 : Interpreting the Impact of Weather on Crop Yield Using Attention »
    Tryambak Gangopadhyay
  • 2019 : Coffee Break + Poster Session II »
    Niki Parmar · Haraldur Hallgrimsson · Christian Kames · Arijit Patra · Abdullah-Al-Zubaer Imran · Junlin Yang · David Zimmerer · Arunava Chakravarty · Lawrence Schobs · Alexej Gossmann · TUNG-I CHEN · Tarun Dutt · Li Yao · Octavio Eleazar Martinez Manzanera · Johannes Pinckaers · Mehmet Ufuk Dalmis · Deepak Gupta · Nandinee Haq · David Ruhe · Jevgenij Gamper · Alfredo De Goyeneche Macaya · Jonathan Tamir · Byunghwan Jeon · SUBBAREDDY OOTA · Reinhard Heckel · Pamela Douglas · Oleksii Sidorov · Ke Wang · Melanie Garcia · Ravi Soni · Ankita Shukla
  • 2019 : Coffee + Posters »
    Benjamin Caine · Renhao Wang · Nazmus Sakib · Nana Otawara · Meha Kaushik · elmira amirloo · Nemanja Djuric · Johanna Rock · Tanmay Agarwal · Angelos Filos · Panagiotis Tigkas · Donsuk Lee · Wootae Jeon · Nikita Jaipuria · Pin Wang · Jinxin Zhao · Liangjun Zhang · Ashutosh Singh · Ershad Banijamali · Mohsen Rohani · Aman Sinha · Ameya Joshi · Ching-Yao Chan · Mohammed Abdou · Changhao Chen · Jong-Chan Kim · eslam mohamed · Matt OKelly · Nirvan Singhania · Hiroshi Tsukahara · Atsushi Keyaki · Praveen Palanisamy · Justin Norden · Micol Marchetti-Bowick · Yiming Gu · Hitesh Arora · Shubhankar Deshpande · Jeff Schneider · Shangling Jui · Vaneet Aggarwal · Tryambak Gangopadhyay · Qiaojing Yan
  • 2019 : Lunch + Poster Session »
    Frederik Gerzer · Bill Yang Cai · Pieter-Jan Hoedt · Kelly Kochanski · Soo Kyung Kim · Yunsung Lee · Sunghyun Park · Sharon Zhou · Martin Gauch · Jonathan Wilson · Joyjit Chatterjee · Shamindra Shrotriya · Dimitri Papadimitriou · Christian Schön · Valentina Zantedeschi · Gabriella Baasch · Willem Waegeman · Gautier Cosne · Dara Farrell · Brendan Lucier · Letif Mones · Caleb Robinson · Tafara Chitsiga · Victor Kristof · Hari Prasanna Das · Yimeng Min · Alexandra Puchko · Alexandra Luccioni · Kyle Story · Jason Hickey · Yue Hu · Björn Lütjens · Zhecheng Wang · Renzhi Jing · Genevieve Flaspohler · Jingfan Wang · Saumya Sinha · Qinghu Tang · Armi Tiihonen · Ruben Glatt · Muge Komurcu · Jan Drgona · Juan Gomez-Romero · Ashish Kapoor · Dylan J Fitzpatrick · Alireza Rezvanifar · Adrian Albert · Olya (Olga) Irzak · Kara Lamb · Ankur Mahesh · Kiwan Maeng · Frederik Kratzert · Sorelle Friedler · Niccolo Dalmasso · Alex Robson · Lindiwe Malobola · Lucas Maystre · Yu-wen Lin · Surya Karthik Mukkavili · Brian Hutchinson · Alexandre Lacoste · Yanbing Wang · Zhengcheng Wang · Yinda Zhang · Victoria Preston · Jacob Pettit · Draguna Vrabie · Miguel Molina-Solana · Tonio Buonassisi · Andrew Annex · Tunai P Marques · Catalin Voss · Johannes Rausch · Max Evans
  • 2019 : Poster Session »
    Gergely Flamich · Shashanka Ubaru · Charles Zheng · Josip Djolonga · Kristoffer Wickstrøm · Diego Granziol · Konstantinos Pitas · Jun Li · Robert Williamson · Sangwoong Yoon · Kwot Sin Lee · Julian Zilly · Linda Petrini · Ian Fischer · Zhe Dong · Alexander Alemi · Bao-Ngoc Nguyen · Rob Brekelmans · Tailin Wu · Aditya Mahajan · Alexander Li · Kirankumar Shiragur · Yair Carmon · Linara Adilova · SHIYU LIU · Bang An · Sanjeeb Dash · Oktay Gunluk · Arya Mazumdar · Mehul Motani · Julia Rosenzweig · Michael Kamp · Marton Havasi · Leighton P Barnes · Zhengqing Zhou · Yi Hao · Dylan Foster · Yuval Benjamini · Nati Srebro · Michael Tschannen · Paul Rubenstein · Sylvain Gelly · John Duchi · Aaron Sidford · Robin Ru · Stefan Zohren · Murtaza Dalal · Michael A Osborne · Stephen J Roberts · Moses Charikar · Jayakumar Subramanian · Xiaodi Fan · Max Schwarzer · Nicholas Roberts · Simon Lacoste-Julien · Vinay Prabhu · Aram Galstyan · Greg Ver Steeg · Lalitha Sankar · Yung-Kyun Noh · Gautam Dasarathy · Frank Park · Ngai-Man (Man) Cheung · Ngoc-Trung Tran · Linxiao Yang · Ben Poole · Andrea Censi · Tristan Sylvain · R Devon Hjelm · Bangjie Liu · Jose Gallego-Posada · Tyler Sypherd · Kai Yang · Jan Nikolas Morshuis
  • 2019 : Poster Session I »
    Shuangjia Zheng · Arnav Kapur · Umar Asif · Eyal Rozenberg · Cyprien Gilet · Oleksii Sidorov · Yogesh Kumar · Tom Van Steenkiste · William Boag · David Ouyang · Paul Jaeger · Sheng Liu · Aparna Balagopalan · Deepta Rajan · Marta Skreta · Nikhil Pattisapu · Jann Goschenhofer · Viraj Prabhu · Di Jin · Laura-Jayne Gardiner · Irene Li · sriram kumar · Qiyuan Hu · Mehul Motani · Justin Lovelace · Usman Roshan · Lucy Lu Wang · Ilya Valmianski · Hyeonwoo Lee · Sunil Mallya · Elias Chaibub Neto · Jonas Kemp · Marie Charpignon · Amber Nigam · Wei-Hung Weng · Sabri Boughorbel · Alexis Bellot · Lovedeep Gondara · Haoran Zhang · Mohammad Taha Bahadori · John Zech · Rulin Shao · Edward Choi · Laleh Seyyed-Kalantari · Emily Aiken · Ioana Bica · Yiqiu Shen · Kieran Chin-Cheong · Subhrajit Roy · Ioana Baldini · So Yeon Min · Dirk Deschrijver · Pekka Marttinen · Damian Pascual Ortiz · Supriya Nagesh · Niklas Rindtorff · Andriy Mulyar · Katharina Hoebel · Martha Shaka · Pierre Machart · Leon Gatys · Nathan Ng · Matthias Hüser · Devin Taylor · Dennis Barbour · Natalia Martinez · Clara McCreery · Benjamin Eyre · Vivek Natarajan · Ren Yi · Ruibin Ma · Chirag Nagpal · Nan Du · Chufan Gao · Anup Tuladhar · Sam Shleifer · Jason Ren · Pouria Mashouri · Ming Yang Lu · Farideh Bagherzadeh-Khiabani · Olivia Choudhury · Maithra Raghu · Scott Fleming · Mika Jain · GUO YANG · Alena Harley · Stephen Pfohl · Elisabeth Rumetshofer · Alex Fedorov · Saloni Dash · Jacob Pfau · Sabina Tomkins · Colin Targonski · Michael Brudno · Xinyu Li · Yiyang Yu · Nisarg Patel
  • 2018 : Poster Session I »
    Aniruddh Raghu · Daniel Jarrett · Kathleen Lewis · Elias Chaibub Neto · Nicholas Mastronarde · Shazia Akbar · Chun-Hung Chao · Henghui Zhu · Seth Stafford · Luna Zhang · Jen-Tang Lu · Changhee Lee · Adityanarayanan Radhakrishnan · Fabian Falck · Liyue Shen · Daniel Neil · Yusuf Roohani · Aparna Balagopalan · Brett Marinelli · Hagai Rossman · Sven Giesselbach · Jose Javier Gonzalez Ortiz · Edward De Brouwer · Byung-Hoon Kim · Rafid Mahmood · Tzu Ming Hsu · Antonio Ribeiro · Rumi Chunara · Agni Orfanoudaki · Kristen Severson · Mingjie Mai · Sonali Parbhoo · Albert Haque · Viraj Prabhu · Di Jin · Alena Harley · Geoffroy Dubourg-Felonneau · Xiaodan Hu · Maithra Raghu · Jonathan Warrell · Nelson Johansen · Wenyuan Li · Marko Järvenpää · Satya Narayan Shukla · Sarah Tan · Vincent Fortuin · Beau Norgeot · Yi-Te Hsu · Joel H Saltz · Veronica Tozzo · Andrew Miller · Guillaume Ausset · Azin Asgarian · Francesco Paolo Casale · Antoine Neuraz · Bhanu Pratap Singh Rawat · Turgay Ayer · Xinyu Li · Mehul Motani · Nathaniel Braman · Laetitia M Shao · Adrian Dalca · Hyunkwang Lee · Emma Pierson · Sandesh Ghimire · Yuji Kawai · Owen Lahav · Anna Goldenberg · Denny Wu · Pavitra Krishnaswamy · Colin Pawlowski · Arijit Ukil · Yuhui Zhang
  • 2018 : Poster Sessions and Lunch (Provided) »
    Akira Utsumi · Alane Suhr · Ji Zhang · Ramon Sanabria · Kushal Kafle · Nicholas Chen · Seung Wook Kim · Aishwarya Agrawal · SRI HARSHA DUMPALA · Shikhar Murty · Pablo Azagra · Jean ROUAT · Alaaeldin Ali · · SUBBAREDDY OOTA · Angela Lin · Shruti Palaskar · Farley Lai · Amir Aly · Tingke Shen · Dianqi Li · Jianguo Zhang · Rita Kuznetsova · Jinwon An · Jean-Benoit Delbrouck · Tomasz Kornuta · Syed Ashar Javed · Christopher Davis · John Co-Reyes · Vasu Sharma · Sungwon Lyu · Ning Xie · Ankita Kalra · Huan Ling · Oleksandr Maksymets · Bhavana Mahendra Jain · Shun Po Chuang · Sanyam Agarwal · Jerome Abdelnour · Yufei Feng · vincent albouy · Siddharth Karamcheti · Derek Doran · Roberta Raileanu · Jonathan Heek
  • 2018 : Spotlight talks (session 2) »
    Sophie Giffard-Roisin · Marc Rußwurm · Esra Suel · Binh Tang · Harshal Maske · Daniel Neill · Doyup Lee
  • 2017 : Break + Poster (1) »
    Devendra Singh Chaplot · CHIH-YAO MA · Simon Brodeur · Eri Matsuo · Ichiro Kobayashi · Seitaro Shinagawa · Koichiro Yoshino · Yuhong Guo · Ben Murdoch · Kanthashree Mysore Sathyendra · Daniel Ricks · Haichao Zhang · Joshua Peterson · Li Zhang · Mircea Mironenco · Peter Anderson · Mark Johnson · Kang Min Yoo · Guntis Barzdins · Ahmed H Zaidi · Martin Andrews · Sam Witteveen · SUBBAREDDY OOTA · Prashanth Vijayaraghavan · Ke Wang · Yan Zhu · Renars Liepins · Max Quinn · Amit Raj · Vincent Cartillier · Eric Chu · Ethan Caballero · Fritz Obermeyer