Search Results for author: Ting-An Chen

Found 3 papers, 1 papers with code

Overcoming Forgetting Catastrophe in Quantization-Aware Training

no code implementations ICCV 2023 Ting-An Chen, De-Nian Yang, Ming-Syan Chen

Afterward, we exploit replay data (a subset of old task data) for retraining in new tasks to alleviate the forgetting problem.

Quantization

AlignQ: Alignment Quantization With ADMM-Based Correlation Preservation

1 code implementation CVPR 2022 Ting-An Chen, De-Nian Yang, Ming-Syan Chen

Afterward, our theoretical analysis indicates that the significant changes in data correlations after the quantization induce a large quantization error.

Quantization

Color-complexity enabled exhaustive color-dots identification and spatial patterns testing in images

no code implementations28 Jul 2020 Shuting Liao, Li-Yu Liu, Ting-An Chen, Kuang-Yu Chen, Fushing Hsieh

Targeted color-dots with varying shapes and sizes in images are first exhaustively identified, and then their multiscale 2D geometric patterns are extracted for testing spatial uniformness in a progressive fashion.

Clustering

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