2 code implementations • 8 Apr 2024 • Jiapeng Wu, Yichen Liu
Inspired by this, even though the bounding boxes of objects are close on the camera plane, we can differentiate them in the depth dimension, thereby establishing a 3D perception of the objects.
no code implementations • 14 Jun 2023 • Jiapeng Wu, Atiyeh Ashari Ghomi, David Glukhov, Jesse C. Cresswell, Franziska Boenisch, Nicolas Papernot
Differential privacy and randomized smoothing are effective defenses that provide certifiable guarantees for each of these threats, however, it is not well understood how implementing either defense impacts the other.
4 code implementations • ICLR 2022 • Mikhail Galkin, Etienne Denis, Jiapeng Wu, William L. Hamilton
To this end, we propose NodePiece, an anchor-based approach to learn a fixed-size entity vocabulary.
Ranked #18 on Link Property Prediction on ogbl-wikikg2
1 code implementation • 17 Apr 2021 • Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung
The model has to adapt to changes in the TKG for efficient training and inference while preserving its performance on historical knowledge.
1 code implementation • EMNLP 2020 • Meng Cao, Yue Dong, Jiapeng Wu, Jackie Chi Kit Cheung
Experimental results show that our model is able to correct factual errors in summaries generated by other neural summarization models and outperforms previous models on factual consistency evaluation on the CNN/DailyMail dataset.
1 code implementation • EMNLP 2020 • Jiapeng Wu, Meng Cao, Jackie Chi Kit Cheung, William L. Hamilton
Our analysis also reveals important sources of variability both within and across TKG datasets, and we introduce several simple but strong baselines that outperform the prior state of the art in certain settings.