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cs.CV2021
Semantic Feature Extraction for Generalized Zero-shot Learning
Junhan Kim, Kyuhong Shim, Byonghyo Shim
Generalized zero-shot learning (GZSL) is a technique to train a deep learning model to identify unseen classes using the attribute. In this paper, we put forth a new GZSL technique…
cs.CL2021★ 1 cited
Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling
Kyuhong Shim, Iksoo Choi, Wonyong Sung +1
While Transformer-based models have shown impressive language modeling performance, the large computation cost is often prohibitive for practical use. Attention head pruning, which…