no code implementations • 26 Apr 2024 • Yuhang Huang, Zihan Wu, Chongyang Gao, Jiawei Peng, Xu Yang
Large Vision-Language Models (LVLMs) are gaining traction for their remarkable ability to process and integrate visual and textual data.
1 code implementation • 4 Dec 2023 • Li Li, Jiawei Peng, Huiyi Chen, Chongyang Gao, Xu Yang
Inspired by the success of Large Language Models in dealing with new tasks via In-Context Learning (ICL) in NLP, researchers have also developed Large Vision-Language Models (LVLMs) with ICL capabilities.
no code implementations • 30 Nov 2023 • Jiawei Peng, Ju He, Prakhar Kaushik, Zihao Xiao, Jiteng Mu, Alan Yuille
We then benchmark Syn-to-Real animal part segmentation from SAP to PartImageNet, namely SynRealPart, with existing semantic segmentation domain adaptation methods and further improve them as our second contribution.
no code implementations • ICCV 2023 • Jiacong Xu, Yi Zhang, Jiawei Peng, Wufei Ma, Artur Jesslen, Pengliang Ji, Qixin Hu, Jiehua Zhang, Qihao Liu, Jiahao Wang, Wei Ji, Chen Wang, Xiaoding Yuan, Prakhar Kaushik, Guofeng Zhang, Jie Liu, Yushan Xie, Yawen Cui, Alan Yuille, Adam Kortylewski
Animal3D consists of 3379 images collected from 40 mammal species, high-quality annotations of 26 keypoints, and importantly the pose and shape parameters of the SMAL model.
Ranked #1 on Animal Pose Estimation on Animal3D
1 code implementation • 5 Jun 2023 • Lvxiaowei Xu, Jianwang Wu, Jiawei Peng, Zhilin Gong, Ming Cai, Tianxiang Wang
We adopt usage-based construction grammar as the basis of our work, which is highly compatible with statistical models such as PLMs.
1 code implementation • 3 May 2023 • Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Songfang Huang, Fei Huang, Zhangzikang Li, Yu Zhang
In TSG, we apply multi-head attention (MHA) to design the Graph Neural Network (GNN) for embedding scene graphs.
2 code implementations • 22 Oct 2022 • Lvxiaowei Xu, Jianwang Wu, Jiawei Peng, Jiayu Fu, Ming Cai
Grammatical Error Correction (GEC) has been broadly applied in automatic correction and proofreading system recently.
Ranked #1 on Grammatical Error Correction on FCGEC
1 code implementation • 27 Apr 2022 • Lvxiaowei Xu, Xiaoxuan Pang, Jianwang Wu, Ming Cai, Jiawei Peng
Aspect-level sentiment analysis aims to determine the sentiment polarity towards a specific target in a sentence.
Ranked #1 on Aspect-Based Sentiment Analysis (ABSA) on Rest16