no code implementations • 6 Feb 2024 • Liwei Yin, Yongjiang Shu, Heng Zhang, Yuefei Dai, Xiaopeng Lu, Yunlong Lian, Zhonghua Wang, Yong Ding
Reasonable vibration reduction design is an important way to achieve low phase noise index of airborne frequency source output signal.
no code implementations • 5 Apr 2023 • Jonathan Francis, Nariaki Kitamura, Felix Labelle, Xiaopeng Lu, Ingrid Navarro, Jean Oh
Recent advances in the areas of Multimodal Machine Learning and Artificial Intelligence (AI) have led to the development of challenging tasks at the intersection of Computer Vision, Natural Language Processing, and Robotics.
1 code implementation • 1 Jul 2022 • Tiancheng Zhao, Tianqi Zhang, Mingwei Zhu, Haozhan Shen, Kyusong Lee, Xiaopeng Lu, Jianwei Yin
Inspired by the CheckList for testing natural language processing, we exploit VL-CheckList, a novel framework to understand the capabilities of VLP models.
1 code implementation • 20 Aug 2021 • Xiaopeng Lu, Lynnette Ng, Jared Fernandez, Hao Zhu
Instead of generating an image based on text as in text-image generation, this task requires the generation of an image from a textual description and an image prompt.
no code implementations • 20 Aug 2021 • Xiaopeng Lu, Zhen Fan, Yansen Wang, Jean Oh, Carolyn P. Rose
LOGOS leverages two grounding tasks to better localize the key information of the image, utilizes scene text clustering to group individual OCR tokens, and learns to select the best answer from different sources of OCR (Optical Character Recognition) texts.
no code implementations • 26 Jun 2021 • Jonathan Francis, Nariaki Kitamura, Felix Labelle, Xiaopeng Lu, Ingrid Navarro, Jean Oh
Recent advances in the areas of multimodal machine learning and artificial intelligence (AI) have led to the development of challenging tasks at the intersection of Computer Vision, Natural Language Processing, and Embodied AI.
1 code implementation • EACL 2021 • Xiaopeng Lu, Kyusong Lee, Tiancheng Zhao
Although open-domain question answering (QA) draws great attention in recent years, it requires large amounts of resources for building the full system and is often difficult to reproduce previous results due to complex configurations.
1 code implementation • ACL 2021 • Xiaopeng Lu, Tiancheng Zhao, Kyusong Lee
To the best of our knowledge, VisualSparta is the first transformer-based text-to-image retrieval model that can achieve real-time searching for large-scale datasets, with significant accuracy improvement compared to previous state-of-the-art methods.
Ranked #2 on Image Retrieval on MS COCO
1 code implementation • NAACL 2021 • Tiancheng Zhao, Xiaopeng Lu, Kyusong Lee
We validated our approaches on 4 open-domain question answering (OpenQA) tasks and 11 retrieval question answering (ReQA) tasks.
Ranked #1 on Open-Domain Question Answering on SQuAD1.1 dev