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Da-Cheng Juan

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HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections

Jul 12, 2020
Yi Tay, Zhe Zhao, Dara Bahri, Donald Metzler, Da-Cheng Juan

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Remix: Rebalanced Mixup

Jul 08, 2020
Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan

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Calibrated BatchNorm: Improving Robustness Against Noisy Weights in Neural Networks

Jul 07, 2020
Li-Huang Tsai, Shih-Chieh Chang, Yu-Ting Chen, Jia-Yu Pan, Wei Wei, Da-Cheng Juan

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Synthesizer: Rethinking Self-Attention in Transformer Models

May 02, 2020
Yi Tay, Dara Bahri, Donald Metzler, Da-Cheng Juan, Zhe Zhao, Che Zheng

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Low-Dimensional Hyperbolic Knowledge Graph Embeddings

May 01, 2020
Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, Christopher Ré

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Sparse Sinkhorn Attention

Feb 26, 2020
Yi Tay, Dara Bahri, Liu Yang, Donald Metzler, Da-Cheng Juan

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Learning with Hierarchical Complement Objective

Nov 17, 2019
Hao-Yun Chen, Li-Huang Tsai, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan

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Natural Adversarial Sentence Generation with Gradient-based Perturbation

Sep 06, 2019
Yu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan, Wei Wei, Wen-Lian Hsu, Cho-Jui Hsieh

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COCO-GAN: Generation by Parts via Conditional Coordinating

Apr 16, 2019
Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen

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Improving Adversarial Robustness via Guided Complement Entropy

Mar 23, 2019
Hao-Yun Chen, Jhao-Hong Liang, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan

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