Cover Image

OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Ming, Xia, Peng, Wang, Lin, Yan, Siyuan, Tang, Feilong, Xu, Zhongxing, Luo, Yimin, Song, Kaimin, Leitner, Jurgen, Cheng, Xuelian, Cheng, Jun, Liu, Chi, Zhou, Kaijing, Ge, Zongyuan
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
by: Hu, Ming, et al.
Published: (2024)

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model
by: Li, Wei, et al.
Published: (2025)

OphEdit: Training-Free Text-Guided Editing of Ophthalmic Surgical Videos
by: Jangir, Ritul, et al.
Published: (2026)

Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery
by: Hu, Ming, et al.
Published: (2025)

OphIn-500K: Curating Web-Scale Visual Instructions for Scaling Ophthalmic Multimodal Large Language Models
by: Dong, Xuanzhao, et al.
Published: (2026)

ColonAdapter: Geometry Estimation Through Foundation Model Adaptation for Colonoscopy
by: Jiang, Zhiyi, et al.
Published: (2025)

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
by: Tang, Feilong, et al.
Published: (2025)

Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
by: Tang, Feilong, et al.
Published: (2024)

Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation
by: Wang, Xinkun, et al.
Published: (2025)

Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
by: Tang, Feilong, et al.
Published: (2024)

MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
by: Xue, Haochen, et al.
Published: (2025)

RoomPlanner: Explicit Layout Planner for Easier LLM-Driven 3D Room Generation
by: Sun, Wenzhuo, et al.
Published: (2025)

Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis
by: Liu, Chengzhi, et al.
Published: (2025)

Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP
by: Xu, Zhongxing, et al.
Published: (2024)

Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification
by: Hu, Ming, et al.
Published: (2024)

The inverse stability of Artin-Schreier polynomials over finite fields
by: Cheng, Kaimin
Published: (2024)

The $3$-sparsity of $X^n-1$ over finite fields
by: Cheng, Kaimin
Published: (2025)

The 3‐sparsity of Xn−1 over finite fields of characteristic 2
by: Kaimin Cheng
Published: (2026)

The $3$-sparsity of $X^n-1$ over finite fields, II
by: Cheng, Kaimin
Published: (2025)

A class of ternary codes with few weights
by: Cheng, Kaimin
Published: (2024)

Complete Walsh spectra for a permutation-inverse family of Boolean functions
by: Cheng, Kaimin
Published: (2026)

Enhancing Vision-Language Models Generalization via Diversity-Driven Novel Feature Synthesis
by: Yan, Siyuan, et al.
Published: (2024)

Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning
by: Wang, Shijian, et al.
Published: (2025)

ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos
by: Yang, Haolin, et al.
Published: (2025)

Surgical Ophthalmic Oncology
Published: (2020)

DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making
by: Liu, Yize, et al.
Published: (2026)

ReactDiff: Fundamental Multiple Appropriate Facial Reaction Diffusion Model
by: Cheng, Luo, et al.
Published: (2025)

EH-Benchmark Ophthalmic Hallucination Benchmark and Agent-Driven Top-Down Traceable Reasoning Workflow
by: Pan, Xiaoyu, et al.
Published: (2025)

StreamAgent: Towards Anticipatory Agents for Streaming Video Understanding
by: Yang, Haolin, et al.
Published: (2025)

MoRE: Unlocking Scalability in Reinforcement Learning for Quadruped Vision-Language-Action Models
by: Zhao, Han, et al.
Published: (2025)

Multiplicative character sums over two classes of subsets of quadratic extensions of finite fields
by: Cheng, Kaimin, et al.
Published: (2025)

Weight distribution of a class of $p$-ary codes
by: Cheng, Kaimin, et al.
Published: (2025)

On binomial Weil sums and an application
by: Cheng, Kaimin, et al.
Published: (2024)

On the $2$-adic valuation of $σ_k(n)$
by: Cheng, Kaimin, et al.
Published: (2026)

SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument Segmentation
by: Yue, Wenxi, et al.
Published: (2023)

HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding
by: Xia, Peng, et al.
Published: (2023)

Infinitely Many Sign‐Changing Solutions for a Schrödinger Equation With Competing Potentials
by: Ke Wu, et al.
Published: (2025)

Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
by: Xia, Peng, et al.
Published: (2024)

SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction
by: Köksal, Çağhan, et al.
Published: (2024)

MONICA: Benchmarking on Long-tailed Medical Image Classification
by: Ju, Lie, et al.
Published: (2024)