Search Results for author: Xiaoying Xing

Found 7 papers, 2 papers with code

SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing

1 code implementation5 May 2025 Ming Li, Xin Gu, Fan Chen, Xiaoying Xing, Longyin Wen, Chen Chen, Sijie Zhu

This includes rectifying the editing instructions to better align with the original-edited image pairs and using contrastive editing instructions to further enhance their effectiveness.

Triplet

Where do Large Vision-Language Models Look at when Answering Questions?

1 code implementation18 Mar 2025 Xiaoying Xing, Chia-Wen Kuo, Li Fuxin, Yulei Niu, Fan Chen, Ming Li, Ying Wu, Longyin Wen, Sijie Zhu

Large Vision-Language Models (LVLMs) have shown promising performance in vision-language understanding and reasoning tasks.

Question Answering Visual Question Answering

Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation

no code implementations CVPR 2025 Xiaoying Xing, Avinab Saha, Junfeng He, Susan Hao, Paul Vicol, MoonKyung Ryu, Gang Li, Sahil Singla, Sarah Young, Yinxiao Li, Feng Yang, Deepak Ramachandran

Text-to-image (T2I) generation has made significant advances in recent years, but challenges still remain in the generation of perceptual artifacts, misalignment with complex prompts, and safety.

Text to Image Generation Text-to-Image Generation

GPVK-VL: Geometry-Preserving Virtual Keyframes for Visual Localization under Large Viewpoint Changes

no code implementations CVPR 2025 Yunxuan Li, Lei Fan, Xiaoying Xing, Jianxiong Zhou, Ying Wu

However, existing methods for synthesizing novel views to assist localization often fail to ensure geometric accuracy under large viewpoint changes.

Visual Localization

Active Open-Vocabulary Recognition: Let Intelligent Moving Mitigate CLIP Limitations

no code implementations CVPR 2024 Lei Fan, Jianxiong Zhou, Xiaoying Xing, Ying Wu

Active recognition, which allows intelligent agents to explore observations for better recognition performance, serves as a prerequisite for various embodied AI tasks, such as grasping, navigation and room arrangements.

Navigate

Fairness-Aware Unsupervised Feature Selection

no code implementations4 Jun 2021 Xiaoying Xing, Hongfu Liu, Chen Chen, Jundong Li

Feature selection is a prevalent data preprocessing paradigm for various learning tasks.

Fairness feature selection

DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal

no code implementations3 Aug 2020 Cong Wang, Xiaoying Xing, Zhixun Su, Junyang Chen

Further, we design an inner-scale connection block to utilize the multi-scale information and features fusion way between different scales to improve rain representation ability and we introduce the dense block with skip connection to inner-connect these blocks.

Rain Removal

Cannot find the paper you are looking for? You can Submit a new open access paper.