Building Knowledge That’s Truly Implementable Tomorrow

NeurIPS 2020

Attribution Preservation in Network Compression for Reliable Network Interpretation

Geondo Park, June Yong Yang, Sung Ju Hwang, Eunho Yang

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NeurIPS 2020

Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction

Jinheon Baek, Dong Bok Lee, Sung Ju Hwang

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NeurIPS 2020

Adversarial Self-Supervised Contrastive Learning

Minseon Kim, Jihoon Tack, Sung Ju Hwang

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NeurIPS 2020

MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures

Jeongun Ryu, Jaewoong Shin, Hae Beom Lee, Sung Ju Hwang

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NeurIPS 2020

Bootstrapping Neural Processes

Juho Lee, Yoonho Lee, Jungtaek Kim, Eunho Yang, Sung Ju Hwang, Yee Whye Teh

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NeurIPS 2020

Neural Complexity Measures

Yoonho Lee, Juho Lee, Sung Ju Hwang, Eunho Yang, Seungjin Choi

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NeurIPS 2020

Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning

Jaehyung Kim, Youngbum Hur, Sejun Park, Eunho Yang, Sung Ju Hwang, Jinwoo Shin

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ICML workshop in Lifelong Learning 2020

Federated Continual Learning with Adaptive Parameter Communication

Jaehong Yoon, Wonyong Jeong, Giwoong Lee, Eunho Yang, Sung Ju Hwang

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ICML Workshop in Federated Learning 2020

Federated Semi-Supervised Learning with Inter-Client Consistency

Wonyong Jeong, Jaehong Yoon, Eunho Yang, Sung Ju Hwang

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EMNLP 2020

Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation

Minki Kang, Moonsu Han, Sung Ju Hwang

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