Jun Chen

According to our database, Jun Chen authored at least 30 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions.

Deyao Zhu, Jun Chen, Kilichbek Haydarov, Xiaoqian Shen, Wenxuan Zhang, Mohamed Elhoseiny

Trans. Mach. Learn. Res., 2024

MiniGPT-Med: Large Language Model as a General Interface for Radiology Diagnosis.

Asma Alkhaldi, Raneem Alnajim, Layan Alabdullatef, Rawan Alyahya, Jun Chen, Deyao Zhu, Ahmed Alsinan, Mohamed Elhoseiny

CoRR, 2024

An Introduction to Vision-Language Modeling.

Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra

CoRR, 2024

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Deyao Zhu, Jun Chen, Xiaoqian Shen, Xiang Li, Mohamed Elhoseiny

Proceedings of the Twelfth International Conference on Learning Representations, 2024

MEERKAT: Audio-Visual Large Language Model for Grounding in Space and Time.

Sanjoy Chowdhury, Sayan Nag, Subhrajyoti Dasgupta, Jun Chen, Mohamed Elhoseiny, Ruohan Gao, Dinesh Manocha

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Towards Efficient Vision and Language Learning.

Jun Chen

PhD thesis, 2023

MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.

Jun Chen, Deyao Zhu, Xiaoqian Shen, Xiang Li, Zechun Liu, Pengchuan Zhang, Raghuraman Krishnamoorthi, Vikas Chandra, Yunyang Xiong, Mohamed Elhoseiny

CoRR, 2023

Exploring Open-Vocabulary Semantic Segmentation without Human Labels.

Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Mohamed Elhoseiny, Sean Chang Culatana

CoRR, 2023

Video ChatCaptioner: Towards Enriched Spatiotemporal Descriptions.

Jun Chen, Deyao Zhu, Kilichbek Haydarov, Xiang Li, Mohamed Elhoseiny

CoRR, 2023

Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only.

Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Sean Chang Culatana, Mohamed Elhoseiny

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding.

Jun Chen, Ming Hu, Darren J. Coker, Michael L. Berumen, Blair R. Costelloe, Sara Beery, Anna Rohrbach, Mohamed Elhoseiny

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction.

Jun Chen, Ming Hu, Boyang Li, Mohamed Elhoseiny

CoRR, 2022

3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language.

Ahmed Abdelreheem, Ujjwal Upadhyay, Ivan Skorokhodov, Rawan Al Yahya, Jun Chen, Mohamed Elhoseiny

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning.

Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition.

Jun Chen, Aniket Agarwal, Sherif Abdelkarim, Deyao Zhu, Mohamed Elhoseiny

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

RelTransformer: Balancing the Visual Relationship Detection from Local Context, Scene and Memory.

Jun Chen, Aniket Agarwal, Sherif Abdelkarim, Deyao Zhu, Mohamed Elhoseiny

CoRR, 2021

VisualGPT: Data-efficient Image Captioning by Balancing Visual Input and Linguistic Knowledge from Pretraining.

Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny

CoRR, 2021

DeepViral: prediction of novel virus-host interactions from protein sequences and infectious disease phenotypes.

Wang Liu-Wei, Senay Kafkas, Jun Chen, Nicholas J. Dimonaco, Jesper Tegnér, Robert Hoehndorf

Bioinform., 2021

Predicting candidate genes from phenotypes, functions and anatomical site of expression.

Jun Chen, Azza Althagafi, Robert Hoehndorf

Bioinform., 2021

Exploring Long Tail Visual Relationship Recognition with Large Vocabulary.

Sherif Abdelkarim, Aniket Agarwal, Panos Achlioptas, Jun Chen, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Efficient long-distance relation extraction with DG-SpanBERT.

Jun Chen, Robert Hoehndorf, Mohamed Elhoseiny, Xiangliang Zhang

CoRR, 2020

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation.

Uchenna Akujuobi, Jun Chen, Mohamed Elhoseiny, Michael Spranger, Xiangliang Zhang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

PivotE: Revealing and Visualizing the Underlying Entity Structures for Exploration.

Xueran Han, Jun Chen, Jiaheng Lu, Yueguo Chen, Xiaoyong Du

Proc. VLDB Endow., 2019

2018

Entity set expansion with semantic features of knowledge graphs.

Jun Chen, Yueguo Chen, Xiangling Zhang, Xiaoyong Du, Ke Wang, Ji-Rong Wen

J. Web Semant., 2018

SEED V3: Entity-Oriented Exploratory Search in Knowledge Graphs on Tablets.

Jun Chen, Mingrui Shao, Yueguo Chen, Xiaoyong Du

Proceedings of the Advances in Conceptual Modeling, 2018

2017

ESearch: Incorporating Text Corpus and Structured Knowledge for Open Domain Entity Search.

Denghao Ma, Yueguo Chen, Jun Chen, Xiaoyong Du, Xiangliang Zhang

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Entity Set Expansion via Knowledge Graphs.

Xiangling Zhang, Yueguo Chen, Jun Chen, Xiaoyong Du, Ke Wang, Ji-Rong Wen

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

2016

SEED: A system for entity exploration and debugging in large-scale knowledge graphs.

Jun Chen, Yueguo Chen, Xiaoyong Du, Xiangling Zhang, Xuan Zhou

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

A Text Retrieval System Based on Distributed Representations.

Zhe Zhao, Tao Liu, Jun Chen, Bofang Li, Xiaoyong Du

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2014

A Study of SQL-on-Hadoop Systems.

Yueguo Chen, Xiongpai Qin, Haoqiong Bian, Jun Chen, Zhaoan Dong, Xiaoyong Du, Yanjie Gao, Dehai Liu, Jiaheng Lu, Huijie Zhang

Proceedings of the Big Data Benchmarks, Performance Optimization, and Emerging Hardware, 2014