no code implementations • 1 May 2024 • Elham Shammar, Xiaohui Cui, Mohammed A. A. Al-qaness
To address those issues, federated learning (FL) has introduced a novel approach to building a versatile, large-scale machine learning framework that operates in a decentralized and hardware-agnostic manner.
1 code implementation • 26 May 2023 • Kun Zhao, Bohao Yang, Chenghua Lin, Wenge Rong, Aline Villavicencio, Xiaohui Cui
The long-standing one-to-many issue of the open-domain dialogues poses significant challenges for automatic evaluation methods, i. e., there may be multiple suitable responses which differ in semantics for a given conversational context.
no code implementations • 7 Oct 2021 • Gaojian Wang, Qian Jiang, Xin Jin, Wei Li, Xiaohui Cui
Moreover, we make a key observation that subtle forgery artifacts can be further exposed in the patch-wise phase and amplitude spectrum and exhibit different clues.
1 code implementation • 5 Jul 2021 • Gaojian Wang, Qian Jiang, Xin Jin, Xiaohui Cui
The internet is filled with fake face images and videos synthesized by deep generative models.
no code implementations • ACL 2020 • Chuhan Wu, Fangzhao Wu, Tao Qi, Xiaohui Cui, Yongfeng Huang
Different from existing pooling methods that use a fixed pooling norm, we propose to learn the norm in an end-to-end manner to automatically find the optimal ones for text representation in different tasks.