How Far Are Surgeons from Surgical World Models? A Pilot Study on Zero-shot Surgical Video Generation with Expert Assessment
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Zhen, Xu, Qing, Wu, Jinlin, Yang, Biao, Zhai, Yuhao, Guo, Geng, Zhang, Jing, Ding, Yinlu, Navab, Nassir, Luo, Jiebo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition
by: Yuan, Kun, et al.
Published: (2024)
by: Yuan, Kun, et al.
Published: (2024)
Towards Alleviating Text-to-Image Retrieval Hallucination for CLIP in Zero-shot Learning
by: Wang, Hanyao, et al.
Published: (2024)
by: Wang, Hanyao, et al.
Published: (2024)
Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models
by: Xu, Yifang, et al.
Published: (2025)
by: Xu, Yifang, et al.
Published: (2025)
Modularized Zero-shot VQA with Pre-trained Models
by: Cao, Rui, et al.
Published: (2023)
by: Cao, Rui, et al.
Published: (2023)
SurgLLM: A Versatile Large Multimodal Model with Spatial Focus and Temporal Awareness for Surgical Video Understanding
by: Chen, Zhen, et al.
Published: (2025)
by: Chen, Zhen, et al.
Published: (2025)
Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline
by: Yang, Dingyi, et al.
Published: (2024)
by: Yang, Dingyi, et al.
Published: (2024)
OT-DETECTOR: Delving into Optimal Transport for Zero-shot Out-of-Distribution Detection
by: Liu, Yu, et al.
Published: (2025)
by: Liu, Yu, et al.
Published: (2025)
Multimodal Graph-Based Variational Mixture of Experts Network for Zero-Shot Multimodal Information Extraction
by: Zhou, Baohang, et al.
Published: (2025)
by: Zhou, Baohang, et al.
Published: (2025)
Personalized Playback Technology: How Short Video Services Create Excellent User Experience
by: Deng, Weihui, et al.
Published: (2024)
by: Deng, Weihui, et al.
Published: (2024)
GAIA: Zero-shot Talking Avatar Generation
by: He, Tianyu, et al.
Published: (2023)
by: He, Tianyu, et al.
Published: (2023)
SurgSora: Object-Aware Diffusion Model for Controllable Surgical Video Generation
by: Chen, Tong, et al.
Published: (2024)
by: Chen, Tong, et al.
Published: (2024)
VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification
by: Meng, Jiahao, et al.
Published: (2026)
by: Meng, Jiahao, et al.
Published: (2026)
Video Quality Assessment with Texture Information Fusion for Streaming Applications
by: Menon, Vignesh V, et al.
Published: (2023)
by: Menon, Vignesh V, et al.
Published: (2023)
Video Quality Assessment for Resolution Cross-Over in Live Sports
by: Zhu, Jingwen, et al.
Published: (2025)
by: Zhu, Jingwen, et al.
Published: (2025)
Identifying Surgical Instruments in Laparoscopy Using Deep Learning Instance Segmentation
by: Kletz, Sabrina, et al.
Published: (2025)
by: Kletz, Sabrina, et al.
Published: (2025)
Cap2Sum: Learning to Summarize Videos by Generating Captions
by: Zhao, Cairong, et al.
Published: (2024)
by: Zhao, Cairong, et al.
Published: (2024)
SFQA: A Comprehensive Perceptual Quality Assessment Dataset for Singing Face Generation
by: Gao, Zhilin, et al.
Published: (2026)
by: Gao, Zhilin, et al.
Published: (2026)
SMC++: Masked Learning of Unsupervised Video Semantic Compression
by: Tian, Yuan, et al.
Published: (2024)
by: Tian, Yuan, et al.
Published: (2024)
ESVQA: Perceptual Quality Assessment of Egocentric Spatial Videos
by: Zhu, Xilei, et al.
Published: (2024)
by: Zhu, Xilei, et al.
Published: (2024)
SURGIVID: Annotation-Efficient Surgical Video Object Discovery
by: Köksal, Çağhan, et al.
Published: (2024)
by: Köksal, Çağhan, et al.
Published: (2024)
EV-NVC: Efficient Variable bitrate Neural Video Compression
by: Hu, Yongcun, et al.
Published: (2025)
by: Hu, Yongcun, et al.
Published: (2025)
Ges-QA: A Multidimensional Quality Assessment Dataset for Audio-to-3D Gesture Generation
by: Gao, Zhilin, et al.
Published: (2025)
by: Gao, Zhilin, et al.
Published: (2025)
A Collaborative Extended Reality Prototype for 3D Surgical Planning and Visualization
by: Qiu, Shi, et al.
Published: (2026)
by: Qiu, Shi, et al.
Published: (2026)
SteerMusic: Enhanced Musical Consistency for Zero-shot Text-guided and Personalized Music Editing
by: Niu, Xinlei, et al.
Published: (2025)
by: Niu, Xinlei, et al.
Published: (2025)
FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter
by: Wang, Junxi, et al.
Published: (2025)
by: Wang, Junxi, et al.
Published: (2025)
DPC-VQA: Decoupling Quality Perception and Residual Calibration for Video Quality Assessment
by: Li, Xinyue, et al.
Published: (2026)
by: Li, Xinyue, et al.
Published: (2026)
Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study
by: Ghorbanpour, Faeze, et al.
Published: (2025)
by: Ghorbanpour, Faeze, et al.
Published: (2025)
VARFVV: View-Adaptive Real-Time Interactive Free-View Video Streaming with Edge Computing
by: Hu, Qiang, et al.
Published: (2025)
by: Hu, Qiang, et al.
Published: (2025)
Routing Experts: Learning to Route Dynamic Experts in Multi-modal Large Language Models
by: Wu, Qiong, et al.
Published: (2024)
by: Wu, Qiong, et al.
Published: (2024)
Comparative Study of Subjective Video Quality Assessment Test Methods in Crowdsourcing for Varied Use Cases
by: Naderi, Babak, et al.
Published: (2025)
by: Naderi, Babak, et al.
Published: (2025)
Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution
by: Chen, Zhikai, et al.
Published: (2024)
by: Chen, Zhikai, et al.
Published: (2024)
EEmo-Bench: A Benchmark for Multi-modal Large Language Models on Image Evoked Emotion Assessment
by: Gao, Lancheng, et al.
Published: (2025)
by: Gao, Lancheng, et al.
Published: (2025)
Interpretable Zero-shot Referring Expression Comprehension with Query-driven Scene Graphs
by: Wu, Yike, et al.
Published: (2026)
by: Wu, Yike, et al.
Published: (2026)
Identity-Preserving Text-to-Video Generation by Frequency Decomposition
by: Yuan, Shenghai, et al.
Published: (2024)
by: Yuan, Shenghai, et al.
Published: (2024)
Multimodal LLM-based Query Paraphrasing for Video Search
by: Wu, Jiaxin, et al.
Published: (2024)
by: Wu, Jiaxin, et al.
Published: (2024)
Building and Evaluating a Realistic Virtual World for Large Scale Urban Exploration from 360° Videos
by: Takenawa, Mizuki, et al.
Published: (2025)
by: Takenawa, Mizuki, et al.
Published: (2025)
Learning Quality from Complexity and Structure: A Feature-Fused XGBoost Model for Video Quality Assessment
by: Premkumar, Amritha, et al.
Published: (2025)
by: Premkumar, Amritha, et al.
Published: (2025)
fMRI Exploration of Visual Quality Assessment
by: Zhang, Yiming, et al.
Published: (2024)
by: Zhang, Yiming, et al.
Published: (2024)
Perceptual Video Quality Assessment: A Survey
by: Min, Xiongkuo, et al.
Published: (2024)
by: Min, Xiongkuo, et al.
Published: (2024)
SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction
by: Köksal, Çağhan, et al.
Published: (2024)
by: Köksal, Çağhan, et al.
Published: (2024)
Similar Items
-
HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition
by: Yuan, Kun, et al.
Published: (2024) -
Towards Alleviating Text-to-Image Retrieval Hallucination for CLIP in Zero-shot Learning
by: Wang, Hanyao, et al.
Published: (2024) -
Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models
by: Xu, Yifang, et al.
Published: (2025) -
Modularized Zero-shot VQA with Pre-trained Models
by: Cao, Rui, et al.
Published: (2023) -
SurgLLM: A Versatile Large Multimodal Model with Spatial Focus and Temporal Awareness for Surgical Video Understanding
by: Chen, Zhen, et al.
Published: (2025)