Dr. Ser Nam Lim is currently a research manager at Facebook. He has led and conducted research in computer vision for over a decade. His research interests in computer vision are currently focused on adversarial learning, transfer learning and intent recognition. He earned his PhD in computer vision at the University of Maryland in 2006 and has conducted research in computer vision at GE Research for a decade as lab manager and senior principal scientist before coming to Facebook. He has led efforts to apply computer vision to inspection, manufacturing, detection and tracking, video analytics, 3D reconstructions, image search, AutoML and others. Ser Nam currently has about 30 refereed publications in the field of computer vision.
Interests
Computer vision, machine learning
Latest Publications
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors
Zuxuan Wu, Ser Nam Lim, Larry S. Davis, Tom Goldstein
ECCV - August 24, 2020
Quantization Guided JPEG Artifact Correction
Max Ehrlich, Larry S. Davis, Ser Nam Lim, Abhinav Shrivastava
ECCV - August 23, 2020
Curriculum Manager for Source Selection in Multi-Source Domain Adaptation
Luyu Yang, Yogesh Balaji, Ser Nam Lim, Abhinav Shrivastava
ECCV - August 21, 2020
Differentiating through the Fréchet Mean
Aaron Lou, Isay Katsman, Qingxuan Jiang, Serge Belongie, Ser Nam Lim, Christopher De Sa
ICML - July 12, 2020
Generate, Segment and Refine: Towards Generic Manipulation Segmentation
Peng Zhou, Bor-Chun Chen, Xintong Han, Mahyar Najibi, Abhinav Shrivastava, Ser Nam Lim, Larry S. Davis
AAAI - February 7, 2020
Enhancing Adversarial Example Transferability with an Intermediate Level Attack
Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge Belongie, Ser Nam Lim
ICCV - October 28, 2019