Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image
Fuente:
arXiv
Guardado en:
| Autores principales: | Wu, Shaoxuan, Zhang, Xiao, Wang, Bin, Jin, Zhuo, Li, Hansheng, Feng, Jun |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation
por: Zhang, Xiao, et al.
Publicado: (2024)
por: Zhang, Xiao, et al.
Publicado: (2024)
Mitigating Shortcut Learning via Feature Disentanglement in Medical Imaging: A Benchmark Study
por: Müller, Sarah, et al.
Publicado: (2026)
por: Müller, Sarah, et al.
Publicado: (2026)
UMIT: Unifying Medical Imaging Tasks via Vision-Language Models
por: Yu, Haiyang, et al.
Publicado: (2025)
por: Yu, Haiyang, et al.
Publicado: (2025)
Gaze-Assisted Medical Image Segmentation
por: Khaertdinova, Leila, et al.
Publicado: (2024)
por: Khaertdinova, Leila, et al.
Publicado: (2024)
Boosting Gaze Object Prediction via Pixel-level Supervision from Vision Foundation Model
por: Jin, Yang, et al.
Publicado: (2024)
por: Jin, Yang, et al.
Publicado: (2024)
VL4Gaze: Unleashing Vision-Language Models for Gaze Following
por: Wang, Shijing, et al.
Publicado: (2025)
por: Wang, Shijing, et al.
Publicado: (2025)
Enhancing Gaze Reasoning in Vision Foundation Models for Gaze Following
por: Wang, Shijing, et al.
Publicado: (2026)
por: Wang, Shijing, et al.
Publicado: (2026)
Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning
por: Xia, Jiaer, et al.
Publicado: (2025)
por: Xia, Jiaer, et al.
Publicado: (2025)
Shortcut Learning in Medical Image Segmentation
por: Lin, Manxi, et al.
Publicado: (2024)
por: Lin, Manxi, et al.
Publicado: (2024)
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation
por: Kwon, JuneHyoung, et al.
Publicado: (2024)
por: Kwon, JuneHyoung, et al.
Publicado: (2024)
Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging
por: Müller, Sarah, et al.
Publicado: (2024)
por: Müller, Sarah, et al.
Publicado: (2024)
BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision
por: Bransby, Kit Mills, et al.
Publicado: (2024)
por: Bransby, Kit Mills, et al.
Publicado: (2024)
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models
por: Bhattacharya, Moinak, et al.
Publicado: (2024)
por: Bhattacharya, Moinak, et al.
Publicado: (2024)
GazeCLIP: Enhancing Gaze Estimation Through Text-Guided Multimodal Learning
por: Wang, Jun, et al.
Publicado: (2023)
por: Wang, Jun, et al.
Publicado: (2023)
PASC-Net:Plug-and-play Shape Self-learning Convolutions Network with Hierarchical Topology Constraints for Vessel Segmentation
por: Zhang, Xiao, et al.
Publicado: (2025)
por: Zhang, Xiao, et al.
Publicado: (2025)
Robust Fairness Vision-Language Learning for Medical Image Analysis
por: Bansal, Sparsh, et al.
Publicado: (2025)
por: Bansal, Sparsh, et al.
Publicado: (2025)
Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification
por: Li, Jiahang, et al.
Publicado: (2025)
por: Li, Jiahang, et al.
Publicado: (2025)
ClearGCD: Mitigating Shortcut Learning For Robust Generalized Category Discovery
por: Lyu, Kailin, et al.
Publicado: (2025)
por: Lyu, Kailin, et al.
Publicado: (2025)
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
por: Ren, Sucheng, et al.
Publicado: (2024)
por: Ren, Sucheng, et al.
Publicado: (2024)
Detecting Shortcuts in Medical Images -- A Case Study in Chest X-rays
por: Jiménez-Sánchez, Amelia, et al.
Publicado: (2022)
por: Jiménez-Sánchez, Amelia, et al.
Publicado: (2022)
Shortcut Learning Susceptibility in Vision Classifiers
por: Suhail, Pirzada, et al.
Publicado: (2025)
por: Suhail, Pirzada, et al.
Publicado: (2025)
TextGaze: Gaze-Controllable Face Generation with Natural Language
por: Wang, Hengfei, et al.
Publicado: (2024)
por: Wang, Hengfei, et al.
Publicado: (2024)
Following the Diagnostic Trace: Visual Cognition-guided Cooperative Network for Chest X-Ray Diagnosis
por: Wu, Shaoxuan, et al.
Publicado: (2026)
por: Wu, Shaoxuan, et al.
Publicado: (2026)
Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers
por: Kuhn, Lukas, et al.
Publicado: (2025)
por: Kuhn, Lukas, et al.
Publicado: (2025)
Beyond Shortcuts: Mitigating Visual Illusions in Frozen VLMs via Qualitative Reasoning
por: Guo, Hao, et al.
Publicado: (2026)
por: Guo, Hao, et al.
Publicado: (2026)
TABNet: A Triplet Augmentation Self-Recovery Framework with Boundary-Aware Pseudo-Labels for Medical Image Segmentation
por: Zhang, Peilin, et al.
Publicado: (2025)
por: Zhang, Peilin, et al.
Publicado: (2025)
Eyes Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging
por: Wong, David, et al.
Publicado: (2025)
por: Wong, David, et al.
Publicado: (2025)
Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation
por: Zhou, Yinchi, et al.
Publicado: (2024)
por: Zhou, Yinchi, et al.
Publicado: (2024)
Eyes on VLM: Benchmarking Gaze Following and Social Gaze Prediction in Vision Language Models
por: Wang, Hengfei, et al.
Publicado: (2026)
por: Wang, Hengfei, et al.
Publicado: (2026)
Hulu-Med: A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding
por: Jiang, Songtao, et al.
Publicado: (2025)
por: Jiang, Songtao, et al.
Publicado: (2025)
Mitigating Image Captioning Hallucinations in Vision-Language Models
por: Zhao, Fei, et al.
Publicado: (2025)
por: Zhao, Fei, et al.
Publicado: (2025)
Universal Medical Image Representation Learning with Compositional Decoders
por: Wang, Kaini, et al.
Publicado: (2024)
por: Wang, Kaini, et al.
Publicado: (2024)
MAPI-GNN: Multi-Activation Plane Interaction Graph Neural Network for Multimodal Medical Diagnosis
por: Qin, Ziwei, et al.
Publicado: (2025)
por: Qin, Ziwei, et al.
Publicado: (2025)
Benchmarking and Mitigating Sycophancy in Medical Vision Language Models
por: Xu, Juangui, et al.
Publicado: (2025)
por: Xu, Juangui, et al.
Publicado: (2025)
Weakly-supervised Medical Image Segmentation with Gaze Annotations
por: Zhong, Yuan, et al.
Publicado: (2024)
por: Zhong, Yuan, et al.
Publicado: (2024)
HalluCXR: Benchmarking and Mitigating Hallucinations in Medical Vision-Language Models for Chest Radiograph Interpretation
por: Wang, Haoyu, et al.
Publicado: (2026)
por: Wang, Haoyu, et al.
Publicado: (2026)
RTGaze: Real-Time 3D-Aware Gaze Redirection from a Single Image
por: Wang, Hengfei, et al.
Publicado: (2025)
por: Wang, Hengfei, et al.
Publicado: (2025)
Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning
por: Bleeker, Maurits, et al.
Publicado: (2024)
por: Bleeker, Maurits, et al.
Publicado: (2024)
i-WiViG: Interpretable Window Vision GNN
por: Obadic, Ivica, et al.
Publicado: (2025)
por: Obadic, Ivica, et al.
Publicado: (2025)
ViTGaze: Gaze Following with Interaction Features in Vision Transformers
por: Song, Yuehao, et al.
Publicado: (2024)
por: Song, Yuehao, et al.
Publicado: (2024)
Ejemplares similares
-
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation
por: Zhang, Xiao, et al.
Publicado: (2024) -
Mitigating Shortcut Learning via Feature Disentanglement in Medical Imaging: A Benchmark Study
por: Müller, Sarah, et al.
Publicado: (2026) -
UMIT: Unifying Medical Imaging Tasks via Vision-Language Models
por: Yu, Haiyang, et al.
Publicado: (2025) -
Gaze-Assisted Medical Image Segmentation
por: Khaertdinova, Leila, et al.
Publicado: (2024) -
Boosting Gaze Object Prediction via Pixel-level Supervision from Vision Foundation Model
por: Jin, Yang, et al.
Publicado: (2024)