Chief scientist of Shanghai ai laboratory? ,? Chinese in Hong Kong? Know the information? Associate professor of Cheng Department? Director, Institute of Interdisciplinary Artificial Intelligence, Chinese University of Hong Kong, 20 12 Massachusetts, USA? The college received a doctorate in computer science; Research fields include computer vision, deep learning, and general large-scale models.
Published more than 200 articles in top conferences and journals in the field of artificial intelligence? , cited more than 3 1000 times; He has led the team to participate in major international competitions in the field of computer vision and won many championships; OpenMMLab has become the most influential visual algorithm open source system in the era of deep learning. He has served as the on-site chairman of major international conferences and the editorial board of major international journals for many times.
Lin Dahua's academic research
1, research field
Lin Dahua has rich research experience in machine learning, computer vision and big data analysis. His research interests are mainly structured deep learning methods, statistical modeling and reasoning, Bayesian methods, advanced vision and text understanding and image modeling.
2. Main achievements
Lin Dahua has published nearly 50 academic papers in top international conferences and journals in the fields of machine learning and computer vision. In 20 10, his pioneering work in Bayesian nonparametric modeling won the best student thesis award from NIPS, an authoritative conference on international machine learning. In 2009 and 20 1 1, respectively, he won the ICCV excellent reviewer award at the highest academic conference on computer vision.
In 20 16, he guided the multimedia laboratory team of the Chinese University of Hong Kong to participate in the ActivityNet20 16 competition and won the championship. In the same year, he participated in guiding multimedia laboratories to participate in the ImageNet20 16 competition and achieved excellent results.