Jun Chen

Orcid: 0000-0001-8883-0970

Affiliations:
  • King Abdullah University of Science and Technology, Thuwal, Saudi Arabia


According to our database1, Jun Chen authored at least 30 papers between 2014 and 2024.

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Bibliography

2024
ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions.
Trans. Mach. Learn. Res., 2024

MiniGPT-Med: Large Language Model as a General Interface for Radiology Diagnosis.
CoRR, 2024

Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time.
CoRR, 2024

An Introduction to Vision-Language Modeling.
CoRR, 2024

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Towards Efficient Vision and Language Learning.
PhD thesis, 2023

MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.
CoRR, 2023

Exploring Open-Vocabulary Semantic Segmentation without Human Labels.
CoRR, 2023

Video ChatCaptioner: Towards Enriched Spatiotemporal Descriptions.
CoRR, 2023

Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction.
CoRR, 2022

3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition.
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.
CoRR, 2021

VisualGPT: Data-efficient Image Captioning by Balancing Visual Input and Linguistic Knowledge from Pretraining.
CoRR, 2021

DeepViral: prediction of novel virus-host interactions from protein sequences and infectious disease phenotypes.
Bioinform., 2021

Predicting candidate genes from phenotypes, functions and anatomical site of expression.
Bioinform., 2021

Exploring Long Tail Visual Relationship Recognition with Large Vocabulary.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Efficient long-distance relation extraction with DG-SpanBERT.
CoRR, 2020

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation.
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.
Proc. VLDB Endow., 2019

2018
Entity set expansion with semantic features of knowledge graphs.
J. Web Semant., 2018

SEED V3: Entity-Oriented Exploratory Search in Knowledge Graphs on Tablets.
Proceedings of the Advances in Conceptual Modeling, 2018

2017
ESearch: Incorporating Text Corpus and Structured Knowledge for Open Domain Entity Search.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Entity Set Expansion via Knowledge Graphs.
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.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

A Text Retrieval System Based on Distributed Representations.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2014
A Study of SQL-on-Hadoop Systems.
Proceedings of the Big Data Benchmarks, Performance Optimization, and Emerging Hardware, 2014


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