mplug-owl: Modularization empowers large language models with multimodality Q Ye*, H Xu*, G Xu*, J Ye, M Yan, Y Zhou, J Wang, A Hu, P Shi, Y Shi, ... arXiv preprint arXiv:2304.14178, 2023 | 482 | 2023 |
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models Y Zhou*, C Cui*, J Yoon, L Zhang, Z Deng, C Finn, M Bansal, H Yao International Conference on Learning Representations (ICLR), 2024, 2023 | 75 | 2023 |
Evaluation and Analysis of Hallucination in Large Vision-Language Models J Wang*, Y Zhou*, G Xu, P Shi, C Zhao, H Xu, Q Ye, M Yan, J Zhang, ... arXiv preprint arXiv:2308.15126, 2023 | 51 | 2023 |
Holistic Analysis of Hallucination in GPT-4V (ision): Bias and Interference Challenges C Cui*, Y Zhou*, X Yang, S Wu, L Zhang, J Zou, H Yao arXiv preprint arXiv:2311.03287, 2023 | 37 | 2023 |
How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs H Tu*, C Cui*, Z Wang*, Y Zhou, B Zhao, J Han, W Zhou, H Yao, C Xie arXiv preprint arXiv:2311.16101, 2023 | 23 | 2023 |
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning Y Zhou*, C Cui*, R Rafailov, C Finn, H Yao International Conference on Learning Representations (ICLR) 2024 R2-FM Workshop, 2024 | 13 | 2024 |
MCoCo: Multi-level Consistency Collaborative multi-view clustering Y Zhou, Q Zheng, Y Wang, W Yan, P Shi, J Zhu Expert Systems with Applications 238, 121976, 2024 | 7 | 2024 |
Semantically consistent multi-view representation learning Y Zhou, Q Zheng, S Bai, J Zhu Knowledge-Based Systems 278, 110899, 2023 | 6 | 2023 |
Calibrated Self-Rewarding Vision Language Models Y Zhou*, Z Fan*, D Cheng*, S Yang, Z Chen, C Cui, X Wang, Y Li, ... arXiv preprint arXiv:2405.14622, 2024 | 4 | 2024 |
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement X Wang, J Chen, Z Wang, Y Zhou, Y Zhou, H Yao, T Zhou, T Goldstein, ... arXiv preprint arXiv:2405.15973, 2024 | 3 | 2024 |
Multi-view semantic consistency based information bottleneck for clustering W Yan, Y Zhou, Y Wang, Q Zheng, J Zhu Knowledge-Based Systems 288, 111448, 2024 | 2 | 2024 |
DualGenerator: Information Interaction-based Generative Network for Point Cloud Completion P Shi, H Cheng, X Han, Y Zhou, J Zhu IEEE Robotics and Automation Letters, 2023 | 2 | 2023 |
Overlap Bias Matching is Necessary for Point Cloud Registration P Shi, J Zhang, H Cheng, J Wang, Y Zhou, C Zhao, J Zhu IEEE Robotics and Automation Letters, 2023 | 1 | 2023 |
Contrastive label enhancement Y Wang, Y Zhou, J Zhu, X Liu, W Yan, Z Tian International Joint Conference on Artificial Intelligence (IJCAI) 2023, 2023 | 1 | 2023 |
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models P Xia, Z Chen, J Tian, Y Gong, R Hou, Y Xu, Z Wu, Z Fan, Y Zhou, K Zhu, ... arXiv preprint arXiv:2406.06007, 2024 | | 2024 |
Semantic-Human: Neural Rendering of Humans from Monocular Video with Human Parsing J Zhang, P Shi, Z Gu, Y Zhou, Z Wang arXiv preprint arXiv:2308.09894, 2023 | | 2023 |