Location History:
- Plainsboro, NJ (US) (2012 - 2013)
- North Brunswick, NJ (US) (2013 - 2014)
- Princeton Junction, NJ (US) (2013 - 2021)
Company Filing History:
9 out of 718 
6 out of 35,689 
1 out of 1 Years Active: 2012-2021
Title: Bing Bai: Innovator in Video Processing and Visual Inspection Technologies
Introduction
Bing Bai is a prominent inventor based in Princeton Junction, NJ, with a remarkable portfolio of 16 patents. His work primarily focuses on advancements in video processing and visual inspection technologies. Bai's innovative contributions have significantly impacted the fields of artificial intelligence and machine learning.
Latest Patents
Bing Bai's latest patents include groundbreaking technologies such as "Multi-scale text filter conditioned generative adversarial networks." This patent outlines systems and methods for processing video by utilizing a text-based description of active scenes. The method involves representing the description as a word embedding matrix and employing a text encoder implemented by a neural network to generate both frame-level and video-level representations. Additionally, it describes the generation of frame-by-frame video based on these representations and noise vectors, along with the classification of video frames as true or false using a convolutional filter.
Another significant patent is "Deep group disentangled embedding and network weight generation for visual inspection." This method focuses on learning group disentangled visual feature embedding vectors from input images, which include both defective and defect-free objects. The processor generates classification weights from visual features and semantic descriptions to predict labels for the images. The method also incorporates episodic training to update parameters of the weight generation network, ultimately predicting whether a test image contains defective objects.
Career Highlights
Bing Bai has worked with notable companies such as NEC Laboratories America, Inc. and NEC Corporation. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to the advancement of technology in his field.
Collaborations
Bing Bai has collaborated with esteemed colleagues, including Yanjun Qi and Ronan Collobert. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and enhances the quality of their work.
Conclusion
Bing Bai's contributions to video processing and visual inspection technologies exemplify his innovative spirit and dedication to advancing the field. His patents reflect a deep understanding of complex systems and a commitment to improving technology for practical applications.