Search Results for author: Xiaomei Wang

Found 4 papers, 4 papers with code

TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding

1 code implementation6 Nov 2023 Shuo Wang, Jing Li, Zibo Zhao, Dongze Lian, Binbin Huang, Xiaomei Wang, Zhengxin Li, Shenghua Gao

Holistic scene understanding includes semantic segmentation, surface normal estimation, object boundary detection, depth estimation, etc.

Boundary Detection Depth Estimation +5

Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge

1 code implementation24 May 2023 Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng, xiangyang xue

To this end, we propose a novel approach for empathetic response generation, which incorporates an adaptive module for commonsense knowledge selection to ensure consistency between the generated empathetic responses and the speaker's situation.

Dialogue Generation Empathetic Response Generation +1

Vocabulary-informed Zero-shot and Open-set Learning

1 code implementation3 Jan 2023 Yanwei Fu, Xiaomei Wang, Hanze Dong, Yu-Gang Jiang, Meng Wang, xiangyang xue, Leonid Sigal

Despite significant progress in object categorization, in recent years, a number of important challenges remain; mainly, the ability to learn from limited labeled data and to recognize object classes within large, potentially open, set of labels.

Object Categorization Open Set Learning +1

Weakly Supervised Learning of Semantic Correspondence through Cascaded Online Correspondence Refinement

1 code implementation ICCV 2023 Yiwen Huang, Yixuan Sun, Chenghang Lai, Qing Xu, Xiaomei Wang, Xuli Shen, Weifeng Ge

Following the spirit of multiple instance learning (MIL), we decompose the weakly supervised correspondence learning problem into three stages: image-level matching, region-level matching, and pixel-level matching.

Multiple Instance Learning Semantic correspondence +1

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