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Peng Xia
Peng Xia
Sonstige Namen夏鹏, Richard Peng Xia
Department of Computer Science, UNC Chapel Hill
Bestätigte E-Mail-Adresse bei cs.unc.edu - Startseite
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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, ...
Neural Information Processing Systems (NeurIPS 2024), 2024
202024
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
M Hu*, P Xia*, L Wang*, S Yan, F Tang, Z Xu, Y Luo, K Song, J Leitner, ...
European Conference on Computer Vision (ECCV 2024), 2024
152024
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
P Xia, K Zhu, H Li, H Zhu, Y Li, G Li, L Zhang, H Yao
Empirical Methods in Natural Language Processing (EMNLP 2024), 2024
132024
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding
M Hu*, L Wang*, S Yan*, D Ma*, Q Ren, P Xia, W Feng, P Duan, L Ju, ...
Neural Information Processing Systems (NeurIPS 2023), 2023
102023
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
P Xia, K Zhu, H Li, T Wang, W Shi, S Wang, L Zhang, J Zou, H Yao
International Conference on Learning Representations (ICLR 2025), 2025
82025
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM
W Li, X Xiong, P Xia, L Ju, Z Ge
International Conference on Medical Image Computing and Computer-Assisted …, 2024
62024
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-Tailed Multi-Label Visual Recognition
P Xia, D Xu, M Hu, L Ju, Z Ge
Annual Meeting of the Association for Computational Linguistics (ACL 2024 …, 2024
62024
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding
P Xia, X Yu, M Hu, L Ju, Z Wang, P Duan, Z Ge
International Conference on Computational Linguistics (COLING 2025), 2025
52025
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
P Xia, M Hu, F Tang, W Li, W Zheng, L Ju, P Duan, H Yao, Z Ge
International Conference on Medical Image Computing and Computer-Assisted …, 2024
52024
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification
M Hu, S Yan, P Xia, F Tang, W Li, P Duan, L Zhang, Z Ge
arXiv preprint arXiv:2405.11289, 2024
42024
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
P Xia, S Han, S Qiu, Y Zhou, Z Wang, W Zheng, Z Chen, C Cui, M Ding, ...
International Conference on Learning Representations (ICLR 2025), 2025
32025
Chinese Grammatical Error Correction Based on Knowledge Distillation
P Xia, Y Zhou, Z Zhang, Z Tang, J Li
Technical Report, 2022
22022
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation
H Tong, Z Wang, Z Chen, H Ji, S Qiu, S Han, K Geng, Z Xue, Y Zhou, ...
arXiv preprint arXiv:2502.01719, 2025
2025
AnyPrefer: An Automatic Framework for Preference Data Synthesis
Y Zhou*, Z Wang*, T Wang*, S Xing, P Xia, B Li, K Zheng, Z Zhang, ...
International Conference on Learning Representations (ICLR 2025), 2025
2025
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
F Tang, Z Xu, M Hu, W Li, P Xia, Y Zhong, H Wu, J Su, Z Ge
Annual AAAI Conference on Artificial Intelligence (AAAI 2025), 2025
2025
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
K Zhu*, P Xia*, Y Li, H Zhu, S Wang, H Yao
arXiv preprint arXiv:2412.06141, 2024
2024
Explore Vision-Language Model with Hierarchical Information for Multiple Retinal Disease Recognition
L Ju, Y Zhou, P Xia, D Alexander, PA Keane, Z Ge
Investigative Ophthalmology & Visual Science 65 (7), 1593-1593, 2024
2024
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