Vector quantized auto-encoder codebook learning for manufacturing display extreme minor defects detection

S Qu, Q Cheng, J Lee - US Patent App. 17/728,882, 2023 - Google Patents
(57) ABSTRACT A system including: a memory, an encoder, a decoder, and a processor, the
processor being connected to the memory, the encoder, and the decoder. The system is …

Method for video-based patch-wise vector quantized auto-encoder codebook learning for video anomaly detection

S Qu, Q Cheng, Y Bliesener, J Lee - US Patent App. 18/074,195, 2024 - Google Patents
US20240048724A1 - Method for video-based patch-wise vector quantized auto-encoder
codebook learning for video anomaly detection - Google Patents US20240048724A1 - Method …

Generation of image corresponding to input text using dynamic value clip**

LIU Bingchen, Y Zhu, X Yang - US Patent 12,136,141, 2024 - Google Patents
Abstract Systems and methods are provided that include a processor executing a program to
receive input text from a user. The processor is further configured to, for a predetermined …

Generation of image corresponding to input text using multi-text guided image crop**

LIU Bingchen, Y Zhu, X Yang - US Patent 12,131,406, 2024 - Google Patents
Abstract Systems and methods are provided that include a processor executing a program to
receive an input from a user, where the input including a first input text and a second input …

Prompted text-to-image generation

C Davidson - US Patent App. 18/106,215, 2024 - Google Patents
Methods, non-transitory computer-readable storage media and computer or computer
systems are described which include or relate to inputting or receiving information on one or …

Generation of images corresponding to input text using multi-algorithm diffusion sampling

Q Yan, LIU Bingchen, Y Zhu, X Yang - US Patent 12,079,902, 2024 - Google Patents
Abstract Systems and methods are provided that include a processor executing a program to
process an initial image through a first diffusion stage to generate a final first stage image …

System, method and apparatus for obtaining sensitive and specific predictions from deep neural networks

M Toews, J Lee - US Patent App. 17/684,002, 2022 - Google Patents
The present disclosure relates to a novel system, method and apparatus for encoding
activations generated by a generic deep neural network from an image that can be used in …