Haotian Liu

Haotian Liu

University of California, Davis

H-index: 11

North America-United States

About Haotian Liu

Haotian Liu, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at University of California, Davis, specializes in the field of Computer Vision, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Llava-next: Improved reasoning, ocr, and world knowledge

Computer Vision on the Edge: Individual Cattle Identification in Real-Time With ReadMyCow System

Visual instruction tuning

Edit One for All: Interactive Batch Image Editing

Making large multimodal models understand arbitrary visual prompts

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Improved Baselines with Visual Instruction Tuning

Aligning Large Multimodal Models with Factually Augmented RLHF

Haotian Liu Information

University

Position

Ph.D. Student at

Citations(all)

1269

Citations(since 2020)

1269

Cited By

17

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Haotian Liu Skills & Research Interests

Computer Vision

Machine Learning

Top articles of Haotian Liu

Computer Vision on the Edge: Individual Cattle Identification in Real-Time With ReadMyCow System

2024

Visual instruction tuning

Advances in neural information processing systems

2024/2/13

Edit One for All: Interactive Batch Image Editing

arXiv preprint arXiv:2401.10219

2024/1/18

Making large multimodal models understand arbitrary visual prompts

CVPR 2024

2023/12/1

Improved Baselines with Visual Instruction Tuning

CVPR 2024

2023/10/5

Aligning Large Multimodal Models with Factually Augmented RLHF

arXiv preprint arXiv:2309.14525

2023/9/25

An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models

arXiv preprint arXiv:2309.09958

2023/9/18

Benchmarking and Analyzing Generative Data for Visual Recognition

arXiv preprint arXiv:2307.13697

2023/7/25

Generate Anything Anywhere in Any Scene

arXiv preprint arXiv:2306.17154

2023/6/29

Llava-med: Training a large language-and-vision assistant for biomedicine in one day

NeurIPS 2023, Datasets and Benchmarks Track

2023/6/1

GLIGEN: Open-Set Grounded Text-to-Image Generation

CVPR 2023

2023/1/17

Learning Customized Visual Models with Retrieval-Augmented Knowledge

2023/1/17

Masked discrimination for self-supervised learning on point clouds

Proceedings of the European Conference on Computer Vision (ECCV), 2022

2022/3/21

ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models

2022/4/19

End-to-End Instance Edge Detection

arXiv preprint arXiv:2204.02898

2022/4/6

YolactEdge: Real-time Instance Segmentation on the Edge

2021/5/30

See List of Professors in Haotian Liu University(University of California, Davis)

Co-Authors

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