Search Results for author: Juexiao Zhang

Found 4 papers, 1 papers with code

LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images

no code implementations19 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.

Few-Shot Learning Image Classification

ActFormer: Scalable Collaborative Perception via Active Queries

no code implementations8 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.

3D Object Detection object-detection

URLOST: Unsupervised Representation Learning without Stationarity or Topology

no code implementations6 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.

Representation Learning

Word Embedding Visualization Via Dictionary Learning

1 code implementation9 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.

Dictionary Learning

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