Search Results for author: Xingjun Wang

Found 7 papers, 4 papers with code

EliGen: Entity-Level Controlled Image Generation with Regional Attention

1 code implementation2 Jan 2025 Hong Zhang, Zhongjie Duan, Xingjun Wang, Yingda Chen, Yu Zhang

Recent advancements in diffusion models have significantly advanced text-to-image generation, yet global text prompts alone remain insufficient for achieving fine-grained control over individual entities within an image.

Image Inpainting Text-to-Image Generation

Minimum Tuning to Unlock Long Output from LLMs with High Quality Data as the Key

no code implementations14 Oct 2024 Yingda Chen, Xingjun Wang, Jintao Huang, Yunlin Mao, Daoze Zhang, Yuze Zhao

As large language models rapidly evolve to support longer context, there is a notable disparity in their capability to generate output at greater lengths.

SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning

2 code implementations10 Aug 2024 Yuze Zhao, Jintao Huang, Jinghan Hu, Xingjun Wang, Yunlin Mao, Daoze Zhang, Zeyinzi Jiang, Zhikai Wu, Baole Ai, Ang Wang, Wenmeng Zhou, Yingda Chen

With support of over $300+$ LLMs and $50+$ MLLMs, SWIFT stands as the open-source framework that provide the most comprehensive support for fine-tuning large models.

Hallucination Optical Character Recognition +6

FaceChain: A Playground for Human-centric Artificial Intelligence Generated Content

1 code implementation28 Aug 2023 Yang Liu, Cheng Yu, Lei Shang, Yongyi He, Ziheng Wu, Xingjun Wang, Chao Xu, Haoyu Xie, Weida Wang, Yuze Zhao, Lin Zhu, Chen Cheng, Weitao Chen, Yuan YAO, Wenmeng Zhou, Jiaqi Xu, Qiang Wang, Yingda Chen, Xuansong Xie, Baigui Sun

In this paper, we present FaceChain, a personalized portrait generation framework that combines a series of customized image-generation model and a rich set of face-related perceptual understanding models (\eg, face detection, deep face embedding extraction, and facial attribute recognition), to tackle aforementioned challenges and to generate truthful personalized portraits, with only a handful of portrait images as input.

Attribute Personalized Image Generation +2

Rethink Long-tailed Recognition with Vision Transformers

no code implementations28 Feb 2023 Zhengzhuo Xu, Shuo Yang, Xingjun Wang, Chun Yuan

Hence, we propose to adopt unsupervised learning to utilize long-tailed data.

M2-Net: Multi-stages Specular Highlight Detection and Removal in Multi-scenes

1 code implementation20 Jul 2022 Zhaoyangfan Huang, Kun Hu, Xingjun Wang

The framework consists of three main components, highlight feature extractor module, highlight coarse removal module, and highlight refine removal module.

Highlight Detection highlight removal

HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing

no code implementations Findings (ACL) 2022 Yanzhao Zheng, Haibin Wang, Baohua Dong, Xingjun Wang, Changshan Li

In this work, we propose a History Information Enhanced text-to-SQL model (HIE-SQL) to exploit context-dependence information from both history utterances and the last predicted SQL query.

Text-To-SQL

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