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Kenji Kawaguchi

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Towards Robust Out-of-Distribution Generalization Bounds via Sharpness

Mar 11, 2024
Yingtian Zou, Kenji Kawaguchi, Yingnan Liu, Jiashuo Liu, Mong-Li Lee, Wynne Hsu

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Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models

Mar 11, 2024
Yang Zhang, Teoh Tze Tzun, Lim Wei Hern, Tiviatis Sim, Kenji Kawaguchi

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Accelerating Greedy Coordinate Gradient via Probe Sampling

Mar 02, 2024
Yiran Zhao, Wenyue Zheng, Tianle Cai, Xuan Long Do, Kenji Kawaguchi, Anirudh Goyal, Michael Shieh

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AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging

Feb 29, 2024
Yiran Zhao, Wenxuan Zhang, Huiming Wang, Kenji Kawaguchi, Lidong Bing

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How do Large Language Models Handle Multilingualism?

Feb 29, 2024
Yiran Zhao, Wenxuan Zhang, Guizhen Chen, Kenji Kawaguchi, Lidong Bing

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Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion

Feb 26, 2024
Xuantong Liu, Tianyang Hu, Wenjia Wang, Kenji Kawaguchi, Yuan Yao

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The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling

Feb 23, 2024
Jiajun Ma, Shuchen Xue, Tianyang Hu, Wenjia Wang, Zhaoqiang Liu, Zhenguo Li, Zhi-Ming Ma, Kenji Kawaguchi

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Unsupervised Concept Discovery Mitigates Spurious Correlations

Feb 20, 2024
Md Rifat Arefin, Yan Zhang, Aristide Baratin, Francesco Locatello, Irina Rish, Dianbo Liu, Kenji Kawaguchi

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Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck Equations

Feb 12, 2024
Zheyuan Hu, Zhongqiang Zhang, George Em Karniadakis, Kenji Kawaguchi

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Towards 3D Molecule-Text Interpretation in Language Models

Jan 25, 2024
Sihang Li, Zhiyuan Liu, Yanchen Luo, Xiang Wang, Xiangnan He, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian

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