no code implementations • 19 Mar 2024 • Jing Zhang, Irving Fang, Juexiao Zhang, Hao Wu, Akshat Kaushik, Alice Rodriguez, Hanwen Zhao, Zhuo Zheng, Radu Iovita, Chen Feng
Most importantly, the LUWA dataset provides an underexplored opportunity for vision and learning communities and complements existing image classification problems on common objects.
no code implementations • 8 Mar 2024 • Suozhi Huang, Juexiao Zhang, Yiming Li, Chen Feng
This proactive understanding of the visual features' relevance does not require the transmission of the features themselves, enhancing both communication and computation efficiency.
no code implementations • 6 Oct 2023 • Zeyu Yun, Juexiao Zhang, Bruno Olshausen, Yann Lecun, Yubei Chen
Unsupervised representation learning has seen tremendous progress but is constrained by its reliance on data modality-specific stationarity and topology, a limitation not found in biological intelligence systems.
1 code implementation • 9 Oct 2019 • Juexiao Zhang, Yubei Chen, Brian Cheung, Bruno A. Olshausen
Co-occurrence statistics based word embedding techniques have proved to be very useful in extracting the semantic and syntactic representation of words as low dimensional continuous vectors.