Search Results for author: Shin-Jye Lee

Found 5 papers, 4 papers with code

UMAIR-FPS: User-aware Multi-modal Animation Illustration Recommendation Fusion with Painting Style

1 code implementation16 Feb 2024 Yan Kang, Hao Lin, Mingjian Yang, Shin-Jye Lee

In the feature extract phase, for image features, we are the first to combine image painting style features with semantic features to construct a dual-output image encoder for enhancing representation.

Image Generation Recommendation Systems +1

Knowledge From the Dark Side: Entropy-Reweighted Knowledge Distillation for Balanced Knowledge Transfer

1 code implementation22 Nov 2023 Chi-Ping Su, Ching-Hsun Tseng, Shin-Jye Lee

Knowledge Distillation (KD) transfers knowledge from a larger "teacher" model to a compact "student" model, guiding the student with the "dark knowledge" $\unicode{x2014}$ the implicit insights present in the teacher's soft predictions.

Knowledge Distillation Transfer Learning

UPANets: Learning from the Universal Pixel Attention Networks

1 code implementation15 Mar 2021 Ching-Hsun Tseng, Shin-Jye Lee, Jia-Nan Feng, Shengzhong Mao, Yu-Ping Wu, Jia-Yu Shang, Mou-Chung Tseng, Xiao-jun Zeng

Recently, from the successful development of multi-head attention in natural language processing, it is sure that now is a time of either using a Transformer-like model or hybrid CNNs with attention.

Image Classification

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