Qi Qian

CoRR, 2024

SimInversion: A Simple Framework for Inversion-Based Text-to-Image Editing.

[BibT_eX]

[DOI]

CoRR, 2024

Text-Guided Mixup Towards Long-Tailed Image Categorization.

[BibT_eX]

[DOI]

CoRR, 2024

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Efficient Personalized Text-to-image Generation by Leveraging Textual Subspace.

[BibT_eX]

[DOI]

CoRR, 2024

mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

SeA: Semantic Adversarial Augmentation for Last Layer Features from Unsupervised Representation Learning.

[BibT_eX]

[DOI]

Yuanhong Xu

Proceedings of the Computer Vision - ECCV 2024, 2024

Online Zero-Shot Classification with CLIP.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering.

[BibT_eX]

[DOI]

Jiawei Yao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration.

[BibT_eX]

[DOI]

CoRR, 2023

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model.

[BibT_eX]

[DOI]

CoRR, 2023

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding.

[BibT_eX]

[DOI]

CoRR, 2023

Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks.

[BibT_eX]

[DOI]

CoRR, 2023

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

[BibT_eX]

[DOI]

CoRR, 2023

ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human.

[BibT_eX]

[DOI]

CoRR, 2023

Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP.

[BibT_eX]

[DOI]

Yuanhong Xu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training.

[BibT_eX]

[DOI]

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

Improved Visual Fine-tuning with Natural Language Supervision.

[BibT_eX]

[DOI]

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

Stable Cluster Discrimination for Deep Clustering.

[BibT_eX]

[DOI]

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

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2022

Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2022

Implicit Semantic Augmentation for Distance Metric Learning in Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2022

An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation.

[BibT_eX]

[DOI]

CoRR, 2022

Reconstruction Task Finds Universal Winning Tickets.

[BibT_eX]

[DOI]

CoRR, 2022

Improved Knowledge Distillation via Full Kernel Matrix Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Improved Fine-Tuning by Better Leveraging Pre-Training Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Semantic Data Augmentation based Distance Metric Learning for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Graph Convolution for Re-Ranking in Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

RBGNet: Ray-based Grouping for 3D Object Detection.

[BibT_eX]

[DOI]

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

Unsupervised Visual Representation Learning by Online Constrained K-Means.

[BibT_eX]

[DOI]

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

2021

Improved Fine-tuning by Leveraging Pre-training Data: Theory and Practice.

[BibT_eX]

[DOI]

CoRR, 2021

Why Does Multi-Epoch Training Help?

[BibT_eX]

[DOI]

CoRR, 2021

A Theoretical Analysis of Learning with Noisily Labeled Data.

[BibT_eX]

[DOI]

CoRR, 2021

Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

Dash: Semi-Supervised Learning with Dynamic Thresholding.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Weakly Supervised Representation Learning with Coarse Labels.

[BibT_eX]

[DOI]

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

Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition.

[BibT_eX]

[DOI]

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

Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

WeMix: How to Better Utilize Data Augmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Efficient Kernel Transfer in Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2020

Semi-Anchored Detector for One-Stage Object Detection.

[BibT_eX]

[DOI]

Lei Chen

CoRR, 2020

Neural Architecture Design for GPU-Efficient Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Understanding Label Smoothing.

[BibT_eX]

[DOI]

CoRR, 2020

Representation Learning with Fine-grained Patterns.

[BibT_eX]

[DOI]

CoRR, 2020

Hierarchically Robust Representation Learning.

[BibT_eX]

[DOI]