Andrew McCallum (UMass), Michael Witbrock (IBM), Tian Gao, Trapit Bansal, Jeff Flanigan, Cristina Cornelio, Nicholas Monath, Pat Verga, Pavan Kapanipathi, Maria Chang, Rajarshi Das, Xiang Li, Enara Vijil, Haw-Shiuan Chang, Mohit Yadav, Sheshera Shashidhar. Projects are designed to apply the technologies to some of the world’s most enduring challenges, ranging from … Model renewable energy supply and demand to ensure an optimum balance and reduce power loss. Test various scenarios for reducing pollution while understanding the air quality gains and economic consequences of these measures. Leaders in Artificial Intelligence research: IBM Research Cognitive Horizons Network members. IBM combines the power of the Internet of Things, Big Data processing and cognitive computing to analyze environmental data from thousands of sources and create accurate, self-configuring weather and pollution forecasts. Industrial production creates toxic smoke and sulphur dioxide from the combustion of sulphur-rich fossil fuels such as coal. Gülçehre, and B. Xiang, Invariant Representations for Noisy Speech Recognition Since the IBM Q Network’s launch in 2017 it has grown to more than 100 organizations, collaborating with IBM and one another to advance fundamental quantum computing research, and the development of practical applications for business and science. International Conference on Learning Representations (ICLR), 2016 The collaboration fosters the growth of AI and machine learning capabilities through faculty hires, by funding specific research initiatives, and through funding top graduate students as IBM AI Horizons fellows. For the past year, IBM has been helping Beijing to combat its air pollution crisis using a data analysis platform called Green Horizons. At IBM Research, we’re inventing what’s next to catalyze and drive the advancements that shape our world. 133-146. Fan, X. Wang, T. Huang, W. Hwu, J. Xiong, N. Kim, D. Chen, I. Hajj, A. Dakkak, L. Chang, S. Garcia and C. Pearson, R. Yeh, C. Chen, T. Lim, A. Schwing, M. Hasegawa-Johnson, M. Do, M. Kazama, M. Sugimoto, C. Hosokawa, K. Matsushima, L. R. Varshney, Y. Ishikawa, W. W. Hwu, J. Xiong, A. Dakkak, and C. Pearson, Rui Zhang, Honglak Lee, Lazaros Polymenakos, Dragomir Radev, H. Kaur, M. Gordon, Y. Yang, J.P. Bigham, J. Teevan, E. Kamar, W.S. Deep learning, low-shot machine learning techniques, word embeddings, language models, structural analysis (parsing) of natural language sentences and document structure, natural language generation, data augmentation, human-in-the-loop techniques, joint modeling of images and text, knowledge graphs, entity and relation extraction, question answering. International Conference on Learning Representations IBM Researchers, world-class faculty, and top graduate students work together on a series of advanced research projects and experiments designed to accelerate the application of artificial intelligence, machine learning, natural language processing and related technologies. Targeting India and Africa, IBM announced an expansion of its Green Horizons initiative to address environmental and pollution challenges. Regulate and transform industry, power generation and traffic for long-term reductions in air pollution. Home. If you are using a GPS system, please enter "200 Aqueduct Road, Ossining NY" for accurate directions to the lab entrance. Developing technology to allow people to interact more naturally and effectively with computers through text or speech dialogues. IBM - Green Horizons. In short, AI must have fluid intelligence— and that's exactly what our AI research teams are building. Located eight meters underground, the IBM noise-free Labs in Zurich, Switzerland are designed, engineered and patented by IBM scientists to enable the most sensitive and demanding research experiments at the nanoscale. L. Yao, N. Ballas, K. Cho, J. R. Smith, and Y. Bengio, Yoshua Bengio (Montreal), Brian Kingsbury (IBM), Anirudh Goyal , Jose Sotelo, Philemon Brakel , Sungjin Ahn , Dzmitry Bahdanau , Xavier Bouthillier , Junyoung Chung , Akram Erraqabi , Kyle Kastner , César Laurent , Ahmed Touati , Ying Zhang, Aristide Baratin , Tom Bosc , Tong Che, Laurent Dinh , Taesup Kim, Samuel Laférière , Dmitriy Serdyuk, Olexa Bilaniuk, Matthieu Courbariaux, Rosemary Ke. 17-32. At IBM Research, we’re inventing what’s next to catalyze and drive the advancements that shape our world. IBM’s Cognitive Horizons Network is advancing the science behind cognitive computing by working with the best minds. Soumen Chakrabarti and Karthik Sankaranarayanan (IBM), Pushpak Bhattacharyya, Sunita Sarawagi, Ganesh Ramakrishnan, Preethi Jyothi, Samarth Bharadwaj, Anupama Ray, Shreya Khare, Tejas Dhamecha, Vishwajeet Kumar. TOP ROW (left to right): Anupam Joshi, University of Maryland, Baltimore County; Yoshua Bengio, University of Montreal; Jim Hendler, Rensselaer Polytechnic Institute; James DiCarlo, Massachusetts Institute Technology BOTTOM ROW (left to right): Satinder Singh Baveja, University Forecast particulate air pollution to calculate when solar panels require cleaning or replacing. University of Stuttgart: Jonas Kuhn, Sebastian Pado, Ngoc Thang Vu, Lukas Fromme, Sean Papay, Maximilian Schmidt, Simon Tannert, Moritz Völkel According to the National Institute on Aging, cognitive health—the ability to clearly think, learn and remember—is an important component of brain health. Lisa was previously Director of Knowledge & Reasoning Research in the Cognitive Computing group at IBM’s TJ Watson Research Center in New York. To develop and evaluate AI technology solutions that enable older adults to live independently longer and have a higher quality of life; to develop machine learning methods and software tools, and generate novel findings, that implicate the human microbiome in health and disease. By nurturing an AI research ecosystem like the Cognitive Horizons Network, we are helping amplify and accelerate foundational AI research and applications that can solve real-world problems. Ruoyi Zhou (IBM), Ho-Cheol Kim (IBM), Dilip Jeste (UCSD), Rob Knight (UCSD), (IBM): Peri Tarr, Yasu Yamada, Laxmi Parida, Niina Haiminen, Yannis Katsis, Peter Fay, Ban Kawas, Anna Paola Carrieri; (UCSD): Colin Depp, Danielle Glorioso, Camille Nebeker, A’verria Martin, Elizabeth Twamley, Sandrine Miller-Montgomery, Austin Swafford, Chun-Han Hsu, Siavash Mir Arabbaygi, UCSD Center for Microbiome Innovation (CMI). Josh Tenenbaum, Josh McDermott, and Danny Gutfreund (IBM), Andrei Barbu, Pouya Bashivan, Maddie Cusimano, Yen-Ling Kuo, Jonathan Malmaud, Mathew Monfort, Candace Ross, Guy Ben-Yossef, Sue Felshin, David Mayo, James Traer, Moments in Time Dataset: A large-scale dataset for recognizing and understanding action in videos. The Rensselaer-IBM Artificial Intelligence Research Collaboration advances breakthroughs in more robust and secure AI. IBM combines the power of the Internet of Things, Big Data processing and cognitive computing to analyze environmental data from thousands of sources and create accurate, self-configuring weather and pollution forecasts. Reducing traffic is politically sensitive and can be inconvenient for citizens. Six universities including Rensselaer Polytechnic Institute have joined with IBM Research to launch the Cognitive Horizons Network, a network #committed to accelerating the development of core technologies needed to advance the promise of cognitive computing.. Restricting traffic has a short-term impact on the economy, but improves quality of life and public health. 140, 3450 (2016)Rensselaer Polytechnic Institute, Soc. A joint MIT-IBM team set out to build a very large-scale dataset to help AI systems recognize and understand actions in videos. This collaboration is part of the IBM Cognitive Horizons Network, an international consortium of leading universities working with IBM to develop technologies needed to help fulfill the promise of artificial intelligence (AI). Long-term reductions in traffic pollution rely on better vehicle technology and provision of alternate transport infrastructure. ACL, 2016Université de Montréal, arXiv:1711.04755 [stat.ML], 2017Université de Montréal, arXiv:1709.02349 [cs.CL], 2017Université de Montréal, arXiv:1702.07983 [cs.AI], 2017Université de Montréal, arXiv:1609.07061 [cs.NE], 2016Université de Montréal, arXiv:1608.00318 [cs.CL], 2016Université de Montréal, CVPR Workshop "DeepVision: Deep Learning in Computer Vision," 2016Université de Montréal, International Conference on Learning RepresentationsUniversité de Montréal, SIGNLL Conference on Computational Natural Language Learning (CoNLL)Université de Montréal, NIPS Workshop on End-to-End Speech RecognitionUniversité de Montréal, Proc. IIT Delhi and IBM on November 29 announced that they will join IBM’s AI Horizons Network to accelerate a multi-year research on artificial intelligence (AI) technologies. D. Serdyuk, K. Audhkhasi, P. Brakel, B. Ramabhadran, S. Thomas, and Y. Bengio, Oracle performance for visual captioning The center was founded in 2016 as part of IBM’s AI Horizons Network (AIHN) to advance state-of-the-art AI systems research. Telephone numbers: Main operator: (914) 945 … Multimodal interaction and dialog, Spatial context, Spherical microphone array, Group dynamics understanding, Situations reasoning and planning, Collaborative decision making, Narrative/Analogy generation, Data visualization and sonification, Multimodal storytelling. Representation adaptation, domain generalization, transfer learning Weakly supervised, unsupervised, and zero-shot learning Deep learning models for interpretability and explainability Fusion of text, images, video and audio into decision-making Complex, multi-modal question answering. of global businesses consider sustainability fundamental to remaining competitive. IBM’s Cognitive Horizons Network produced more than 70 peer-reviewed AI publications in its first year. Congratulations to AIHN partner Yoshua Bengio, who along with Geoffrey Hinton and Yann LeCun was named the 2018 ACM A. M. Turing Award winner for conceptual and engineering breakthroughs that have made deep neural networks a critical component of computing. IBM Research announced it is … IBM commissioned Forrester Consulting to evaluate hospital readiness and adoption paths for next-gen technology including cloud, data and AI. IBM Research announced that it will expand its Green Horizons initiative globally to enable city governments, utility companies and factories to better understand and improve their relationships with the environment and to help tackle pressing issues related to air pollution and climate change. The lab is focused on fundamental artificial intelligence (AI) research with the goal of propelling scientific breakthroughs that unlock the potential of AI. Lasecki, Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum, Joseph P. Bigus, Murray Campbell, Ban Kawas, Kartik Talamadupula, Gerald Tesauro, and Satinder Singh, Quan Chen, Hailong Yang, Jason Mars, and Lingjia Tang, Quan Chen, Hailong Yang, Minyi Guo, Ram Srivatsa Kannan, Jason Mars, and Lingjia Tang, Hailong Yang, Quan Chen, Moeiz Riaz, Zhongzhi Luan, Lingjia Tang, and Jason Mars, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin McInnis, Emily Mower Provost, John Gideon, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost, Duc Le, Zakaria Aldeneh, Emily Mower Provost, Youxuan Jiang, Jonathan K. Kummerfeld and Walter S. Lasecki, A. Goyal, A. Sordoni, M. Côté, N. R. Ke, and Y. Bengio,  A. Goyal, N. R. Ke, S. Ganguli, and Y. Bengio, D. Krueger, T. Maharaj, J. Kramár, M. Pezeshki, N. Ballas, N. R. Ke, A. Goyal, Y. Bengio, A. Courville, and C. Pal, I. Hubara, M. Courbariaux, D. Soudry, R. El-Yaniv, and Y. Bengio, I. V. Serban, A. García-Durán, C. Gulcehre, S. Ahn, S. Chandar, A. Courville, and Y. Bengio, A. Goyal, N. R. Ke, A. Lamb, R. D. Hjelm, C. Pal, J. Pineau, and Y. Bengio, I. V. Serban, C. Sankar, M. Germain, S. Zhang, Z. Lin, S. Subramanian, T. Kim, M. Pieper, S. Chandar, N. R. Ke, S. Rajeshwar, A. de Brebisson, J. M. R. Sotelo, D. Suhubdy, V. Michalski, A. Nguyen, J. Pineau, and Y. Bengio, T. Che, Y. Li, R. Zhang, R. D. Hjelm, W. Li, Y. Song, and Y. Bengio, S. Ahn, H. Choi, T. Parnamaa, and Y. Bengio, F. Visin, A. Romero, M. Ciccone, K. Kastner, K. Cho, M. Matteucci, Y. Bengio, and A. Courville, I. V. Serban, T. Klinger, G. Tesauro, K. Talamadupula, B. Zhou, Y. Bengio, and A. Courville, Z. Lin, M. Feng, C. N. dos Santos, M. Yu, B. Xiang, B. Zhou, and Y. Bengio, Ç. I. V. Serban, T. Klinger, G. Tesauro, K. Talamadupula, B. Zhou, Y. Bengio, and A. Courville, Pointing the Unknown Words Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation A. Sankaran, K. Sankaranarayanan, P. Agrawal, L. R. Varshney, and K. R. Varshney etc. How can knowledge be extracted from unstructured information sources and appropriately represented to be acted upon by computers? Sample user interface from IBM's Hyref energy forecasting system. of power generation globally came from renewable sources in 2013. CVPRMassachusetts Institute of Technology, IEEE Conference on Computer Vision and Pattern Recognition, 2017 Rensselaer Polytechnic Institute, 5th Annual Conference on Advances in Cognitive Systems (ACS), Troy, NY Rensselaer Polytechnic Institute, IEEE Conference on Computer Vision and Pattern Recognition, 2017Rensselaer Polytechnic Institute, In Proceedings of the 39th Annual Meeting of the Cognitive Science Society (CogSci), London, UKRensselaer Polytechnic Institute, In Proceedings of the IJCAI-17Rensselaer Polytechnic Institute, In Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-17)Rensselaer Polytechnic Institute, 31st AAAI Conference on Artificial Intelligence (AAAI-17)Rensselaer Polytechnic Institute, The Journal of the Acoustical Society of America 141, 3512 (2017)Rensselaer Polytechnic Institute, The Journal of the Acoustical Society of America 141, 3465 (2017)Rensselaer Polytechnic Institute, The Journal of the Acoustical Society of America 141, 3726 (2017)Rensselaer Polytechnic Institute, The Journal of the Acoustical Society of America 141, 3896 (2017)Rensselaer Polytechnic Institute, Intelligent Virtual Agent 2016, Los AngelesRensselaer Polytechnic Institute, International Conference on Interactive Digital Storytelling 2016, Los AngelesRensselaer Polytechnic Institute, ACM Interactive Surfaces and Spaces 2016Rensselaer Polytechnic Institute, Immersive Education Summit 2016, Padova, ItalyRensselaer Polytechnic Institute, Soc. Applying cognitive computing to cybersecurity via analytics and machine learning, while also exploring specialized computer power optimized for these new intensive computing workloads. IBM Thomas J Watson Research Center 1101 Kitchawan Rd, Yorktown Heights, NY 10598 If you are using a GPS system, please enter "200 Aqueduct Road, Ossining NY" for … IBM Research Zürich: Anika Schumann, Antonio Foncubierta Rodriguez, Cristiano Malossi, Jasmina Bogojeska, Peter Staar, Teodoro Laino. Developed by IBM Research, the new capabilities are designed to improve the automation of AI, provide a higher degree of precision in natural language processing, and foster greater trust in outcomes derived from AI predictions. AI Horizons Network. Just one year into the 10 year initiative, the research team in China is expanding Green Horizons globally, with projects in Johannesburg and Delhi underway. Continue reading Behavior prediction models and prevention innovation from ML by using datasets of batteries, video, audio, accelerometer, and other wearables; Human gut bacteria-disease association knowledge base built by Natural Language Processing, ML methods for analysis of microbiome datasets and phenotype prediction. AI . The collaboration is part of the IBM AI Horizons Network (AIHN), a program dedicated to advancing the science of AI and enabling the … On Wednesday, Big Blue's Research division announced four more partnerships -- two in China, one in India and one in South Africa -- to increase the capacity of more urban centers to measure and monitor air pollution. Am. AI Can Predict your Age Based on Your Microbiome (UCSD), Evaluating Characteristics of CUDA Communication Primitives on High-Bandwidth Interconnects,” just won the Best Research Paper Award at the 10th ACM/SPEC International Conference on Performance Engineering. The Best of Minds: IBM’s Commitment to Advancing AI Research with University Partners. Requires collaboration to bring its potential to life. Selmer Bringsjord (RPI), Jonas Braasch (RPI), Hui Su (IBM), Kevin Blissett, Zev Battad, Samuel Chabot, Gyanendra Sharma, Kang Wang, Matt Peveler, Robert (Boning) Dong, Devavrat Jivani, Atriya Sen, Rui Zhao, Wennan Zhu, Robert Rouhani, Ryan Weaver, Anitra Chowdhury, Rahul Divekar, Corey Robinson, Rose Clare Pisacano, Anna Stephenson, Huang Zou, Yueqing (Eve) Dai, Guangyuan Li, Lilit Balagyozyan, Hongyang (Lion) Lin, Shuyue (Chelsea) Zheng, Yihao Zhu, Haoming Li, Lisheng Ren, Ziyi Song, University of Maryland at Baltimore County. Continue reading MIT-IBM Watson AI Lab. Use an Air Quality Index to provide accurate forecasts, pollution warnings and health advice to the public. Knowledge Representation and Reasoning platforms and corpora; probabilistic reasoning about Knowledge Base changes; Common-sense representation of entities and types; Neural implementations of multi-step common-sense reasoning for question answering. Monitor air quality and use cognitive forecasting systems to predict air pollution levels in the coming days. ACM, 2017.University of Michigan, In Proceedings of the 44th Annual International Symposium on Computer Architecture, pp. The most polluted cities are typically low lying or bordered by mountains – or in some cases both. Since the IBM Q Network’s launch in 2017 it has grown to more than 100 organizations, collaborating with IBM and one another to advance fundamental quantum computing research, and the development of practical applications for business and science. Reasoning, dialog and Q&A, explainability, neuro-symbolic models, Srikanta Bedathur (IITD PI), Mausam, Parag Singla, Maya Ramanath, Niladri Chatterjee, Sayan Ranu, Amitabha Bagchi, Dinesh Garg, Hima Karanam, Koyel Mukherjee, Sumit Bhatia, Shajith Mohamed, Sachindra Joshi, L V Subramaniam (IBM PI). Develop a robust, interactive AI system for multimodal question answering and joint human-machine problem solving related to text, images, video and audio. Working with IBM Research, RPI has created a first-of-its-kind, six-week credit-bearing course in Mandarin taught in the school’s Cognitive and Immersive Systems Laboratory. IBM Research’s Green Horizons project launched in 2014 to help Beijing deliver on its goals of reducing air-polluting fine Particulate Matter (PM 2.5) by 25 percent by 2017. She also leads IBM's AI Automation and Scaling Research efforts globally and is an IBM Distinguished Engineer. ICLR 2017Université de Montréal, In Proc. Discourse disambiguation, structured disentanglement, NL queries over relational & knowledge bases, emotion detection, dialog action & next utterance prediction, multiparty conversation dynamic management, response generation. Andrew McCallum (UMass), Michael Witbrock (IBM), Mathew Monfort, Bolei Zhou, Sarah Adel Bargal, Alex Andonian, Tom Yan, Kandan Ramakrishnan, Lisa Brown, Quanfu Fan, Dan Gutfruend, Carl Vondrick, Aude Oliva, Sujoy Sikdar, Sibel Adali, and Lirong Xia, Jonas Braasch, Nikhil Deshpande, Jonathan Mathews, and Samuel Chabot, Wendy Lee, Samuel Chabot, and Jonas Braasch, Gyanendra Sharma, Jonas Braasch, Rich Radke, Atriya Sen, Selmer Bringsjord, Rich Radke, Matt Peveler, Jonathan Mathews and Jonas Braasch, J. Acoust, Rui Zhao, Quan Gan, Shangfei Wang and Qiang Ji, Chao Gou, Yue Wu, Fei-Yue Wang, and Qiang Ji, R. Yeh, J. Xiong, M. Doh, W. Hwu, A. Schwing, W. Hwu, I. Hajj, S. Gonzalo, C. Pearson, N. Kim, D. Chen, J. Xiong, Z. Sura, K. Date, K. Feng, R. Nagi, J. Xiong, N. Kim, W. Hwu. Create networks of sensors across urban infrastructures. How can knowledge from different sources be merged? AAAI, 2017 4, pp. NIPS Workshop on End-to-End Speech Recognition, 2016 Satinder Singh (Michigan), David Nahamoo (IBM), Lazaros Polymenakos (IBM), Jonathan Kummerfeld, Mason Hill, Stephanie O'Keefe, Janarthanan Rajendran, Lajanugen Logeswaren, Rui Zhang, Sai Gouravajhala, Falk Pollok, Charlie Welch, Zakaria Aldeneh, Harmanpreet Kaur, Lucy Jiang , Janarthanan Rajendran , Matthew Skach , Ram Kannan, Vignesh Athreya, Fei Li. Combine symbolic and neural representation and reasoning techniques to develop Deep Reasoning: systems that understand comprehensively, know deeply, reason with purpose, learn continuously, and interact naturally. IBM combines the power of the Internet of Things, Big Data processing and cognitive computing to analyze environmental data from thousands of sources and create accurate, self-refining weather and pollution forecasts. Applying trained models to new challenges requires an immense amount of new data training, and time. Air quality in cities is extremely variable. Infographic: Project Green Horizon. Working with IBM Research, RPI has created a first-of-its-kind, six-week credit-bearing course in Mandarin taught in the school’s Cognitive and Immersive Systems Laboratory. AI . NIPS Workshop on End-to-End Speech Recognition, 2016 IBM has announced innovative new capabilities planned for IBM Watson designed to help scale the use of AI by businesses. Developing the stack of applications, accelerators, software, hardware and networking needed to support larger and more complex cognitive workloads. 681-696. Launched in 2018, the Rensselaer-IBM Artificial Intelligence Research Collaboration ( AIRC) is a multi-year, multi-million dollar joint venture boasting dozens of ongoing projects in 2020-2021 involving more than 80 IBM and RPI researchers working to advance AI. Jim Hendler (RPI), Ching-Hua Chen (IBM), Henry Chang (IBM), Yu Chen, Sabbir Rashid, Jonathan Harris, Dylan Elliott, Oshani Seneviratne, Ryan Sherman. Using renewable energy forecasting systems, utilities can accurately forecast the output of wind and solar plants enabling more renewable energy to be incorporated into the grid. The IBM Research Frontiers Institute is a consortium in which partner companies from diverse industries leverage IBM’s research talent and cutting-edge infrastructure in an effort to spur world-changing innovations with global impact. Dr. Lisa Amini is the Director of IBM Research Cambridge, which is home to the MIT-IBM Watson AI Lab, and of IBM's AI Horizons Network.She also leads IBM's AI Automation and Scaling Research efforts globally and is an IBM Distinguished Engineer. Power generation is the largest global source of pollutants and emissions. From identifying more effective cancer treatments to analyzing NBA draft picks, cognitive computing and artificial intelligence have arrived and are making a measurable difference in our daily … SIGKDDUniversity of Illinois Urbana-Champaign, SIGKDDUniversity of Illinois Urbana-Champaign, KDD Workshop on Data-Driven DiscoverUniversity of Illinois Urbana-Champaign, Third IEEE Smart World Congress (IEEE SWC)University of Illinois Urbana-Champaign, Conference on Natural Language Learning (CoNLL)University of Illinois Urbana-Champaign, ACLUniversity of Illinois Urbana-Champaign, Keynote for the International Symposium on Low Power Electronics and Design (ISLPED)University of Illinois Urbana-Champaign, CVPRUniversity of Illinois Urbana-Champaign, IEEE Micro MagazineUniversity of Illinois Urbana-Champaign, Invited Talk, ShanghaiTech Workshop on Emerging Devices, Circuits and SystemsUniversity of Illinois Urbana-Champaign, Plenary talk for the International Association for World Englishes (IAWE)University of Illinois Urbana-Champaign, 10th International Conference on Educational Data MiningUniversity of Illinois Urbana-Champaign, International Symposium on Information TheoryUniversity of Illinois Urbana-Champaign, Poster for the 8th International Conference on Computational Creativity (ICCC)University of Illinois Urbana-Champaign, Presented at NetSci: International School and Conference on Network ScienceUniversity of Illinois Urbana-Champaign, arXiv: 1705.03487University of Illinois Urbana-Champaign, IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM)University of Illinois Urbana-Champaign, 5th International Conference on Learning Representations (ICLR)University of Illinois Urbana-Champaign, UCI Department of Computer Science Distinguished Lecture SeriesUniversity of Illinois Urbana-Champaign, 31st AAAI ConferenceUniversity of Illinois Urbana-Champaign, 2017 Information Theory and its Applications Workshop (ITA)University of Illinois Urbana-Champaign, INFORMS Annual MeetingUniversity of Illinois Urbana-Champaign, CIKM 2017University of Maryland at Baltimore County, IEEE Big Data, 2016University of Maryland at Baltimore County, Int. However, your investment returns depend on … The Best of Minds: IBM’s Commitment to Advancing AI Research with University Partners. How can knowledge be turned into text and figures describing it? This allows city planners and utilities to model a cleaner and more sustainable future. Once pollutants are emitted into the atmosphere, the weather determines what happens next. British Machine Vision Conference (BMVC)Université de Montréal, International Conference on Learning Representations (ICLR)Université de Montréal, Josh Tenenbaum, Josh McDermott, and Danny Gutfreund (IBM), Satinder Singh (Michigan), David Nahamoo (IBM), Lazaros Polymenakos (IBM), Selmer Bringsjord (RPI), Jonas Braasch (RPI), Hui Su (IBM), Jim Hendler (RPI), Ching-Hua Chen (IBM), Henry Chang (IBM), Ruoyi Zhou (IBM), Ho-Cheol Kim (IBM), Dilip Jeste (UCSD), Rob Knight (UCSD), Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation, A Structured Self-Attentive Sentence Embedding, Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond, Invariant Representations for Noisy Speech Recognition, Empirical performance upper bounds for image and video captioning, Yoshua Bengio (Montreal), Brian Kingsbury (IBM). Cognitive application builder, creative experiential learning advisor, cognitive workload acceleration, new system architectures for cognitive systems, Wen-mei Hwu (UIUC), Jinjun Xiong (IBM)Mohamed El-Hadedy, Haizi Yu, Carl Pearson, Xinheng Liu, Xiaofan Zhang, Raymond Yeh, Abdul Dakkak, Cheng Li, Nguyen Mac, Ashutosh Khar, David Min, Tarek Sakakini , Hongyu Gong, Xiou Ge, Omer Anjum, Ketan Hemant H Date. For more information about the AIRC, watch this video: There is also a hidden cost of billions of dollars in medical bills, lost work days, damage to buildings and reduced agricultural yields. ACM, 2017.University of Michigan, IEEE Transactions on Affective ComputingUniversity of Michigan, ICLR Conference TrackUniversity of Michigan, In Proc. The dataset contains 1 million three-seconds video clips, each annotated with the actions that occur during the clips. It seems that every day we learn about a new application of cognitive computing. I. V. Serban, T. Klinger, G. Tesauro, K. Talamadupula, B. Zhou, Y. Bengio, and A. Courville, A Structured Self-Attentive Sentence Embedding The strategic alliance puts IITD into an elite group of global universities that was earlier represented by IITB as the only Indian entrant. Leaders in Artificial Intelligence research: IBM Research Cognitive Horizons Network members. Semantic Web ConferenceUniversity of Maryland at Baltimore County, In Proceedings of the AAAI Conference on Human Computation (HCOMP 2017)University of Michigan, ACM SIGPLAN Notices, vol. Projects are designed to apply the technologies to some of the world’s most enduring challenges, ranging from disease and the environment to transportation and education. One scientist is trying to create a test, Artificial intelligence in action: At the MIT-IBM Watson AI Lab, researchers are training computers to recognize dynamic events, The Mandarin Project: AI-Assisted Language Learning at the RPI Cognitive and Immersive Systems Laboratory (CISL), University of Massachusetts Amherst Computer Scientist Andrew McCallum Named 2017 ACM Fellow, AI Horizons Network and UIUC Assistant Professor Lav Varshney named CAS Beckham Fellow, University of Massachusetts Amherst Information Extraction and Synthesis Lab joins the Network, A joint MIT-IBM team set out to build a very large-scale dataset to help AI systems recognize and understand actions in videos, IBM and MIT to establish MIT–IBM Watson AI Lab, University of Illinois Urbana-Champaign C3SR team wins Honorable Mention in the IEEE HPEC GraphChallenge conference. Support larger and more sustainable future cognitive workloads utilities to model a cleaner and more sustainable future provision. 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