People

Ser Nam Lim

Research Scientist Manager

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

A Metric Learning Reality Check

Kevin Musgrave, Serge Belongie, Ser Nam Lim

ECCV - August 24, 2020

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