Continual Event Extraction with Semantic Confusion Rectification

1 code implementation • 24 Oct 2023 • Zitao Wang, Xinyi Wang, Wei Hu

We study continual event extraction, which aims to extract incessantly emerging event information while avoiding forgetting.

Event Extraction Sentence

The Robust Semantic Segmentation UNCV2023 Challenge Results

no code implementations • 27 Sep 2023 • Xuanlong Yu, Yi Zuo, Zitao Wang, Xiaowen Zhang, Jiaxuan Zhao, Yuting Yang, Licheng Jiao, Rui Peng, Xinyi Wang, Junpei Zhang, Kexin Zhang, Fang Liu, Roberto Alcover-Couso, Juan C. SanMiguel, Marcos Escudero-Viñolo, Hanlin Tian, Kenta Matsui, Tianhao Wang, Fahmy Adan, Zhitong Gao, Xuming He, Quentin Bouniot, Hossein Moghaddam, Shyam Nandan Rai, Fabio Cermelli, Carlo Masone, Andrea Pilzer, Elisa Ricci, Andrei Bursuc, Arno Solin, Martin Trapp, Rui Li, Angela Yao, Wenlong Chen, Ivor Simpson, Neill D. F. Campbell, Gianni Franchi

This paper outlines the winning solutions employed in addressing the MUAD uncertainty quantification challenge held at ICCV 2023.

Autonomous Driving Segmentation +2

EFormer: Enhanced Transformer towards Semantic-Contour Features of Foreground for Portraits Matting

no code implementations • 24 Aug 2023 • Zitao Wang, Qiguang Miao, Peipei Zhao, Yue Xi

Based on cross-attention module, we further build a semantic and contour detector (SCD) to accurately capture both of the low-frequency semantic and high-frequency contour features.

Image Matting

Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction

1 code implementation • 11 May 2023 • Xinyi Wang, Zitao Wang, Wei Hu

Continual few-shot relation extraction (RE) aims to continuously train a model for new relations with few labeled training data, of which the major challenges are the catastrophic forgetting of old relations and the overfitting caused by data sparsity.

Contrastive Learning Knowledge Distillation +3

AIM 2022 Challenge on Instagram Filter Removal: Methods and Results

1 code implementation • 17 Oct 2022 • Furkan Kınlı, Sami Menteş, Barış Özcan, Furkan Kıraç, Radu Timofte, Yi Zuo, Zitao Wang, Xiaowen Zhang, Yu Zhu, Chenghua Li, Cong Leng, Jian Cheng, Shuai Liu, Chaoyu Feng, Furui Bai, Xiaotao Wang, Lei Lei, Tianzhi Ma, Zihan Gao, Wenxin He, Woon-Ha Yeo, Wang-Taek Oh, Young-Il Kim, Han-Cheol Ryu, Gang He, Shaoyi Long, S. M. A. Sharif, Rizwan Ali Naqvi, Sungjun Kim, Guisik Kim, Seohyeon Lee, Sabari Nathan, Priya Kansal

This paper introduces the methods and the results of AIM 2022 challenge on Instagram Filter Removal.

Enhancing Document-level Relation Extraction by Entity Knowledge Injection

1 code implementation • 23 Jul 2022 • Xinyi Wang, Zitao Wang, Weijian Sun, Wei Hu

Document-level relation extraction (RE) aims to identify the relations between entities throughout an entire document.

Document-level Relation Extraction Knowledge Graphs +1