Imagen de Portada

SAIL: Structure-Aware Interpretable Learning for Anatomy-Aligned Post-hoc Explanations in OCT

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chang, Tienyu, Li, Tianhao, Fang, Ruogu, Bian, Jiang, Huang, Yu
Formato:	Preprint
Publicado:	2026
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

OphMAE: Bridging Volumetric and Planar Imaging with a Foundation Model for Adaptive Ophthalmological Diagnosis
por: Chang, Tienyu, et al.
Publicado: (2026)

SAIL: Similarity-Aware Guidance and Inter-Caption Augmentation-based Learning for Weakly-Supervised Dense Video Captioning
por: Kim, Ye-Chan, et al.
Publicado: (2026)

CAMBench-QR : A Structure-Aware Benchmark for Post-Hoc Explanations with QR Understanding
por: Chakraborty, Ritabrata, et al.
Publicado: (2025)

Uncertainty-Guided Coarse-to-Fine Tumor Segmentation with Anatomy-Aware Post-Processing
por: Isler, Ilkin Sevgi, et al.
Publicado: (2025)

Respecting Modality Gap in Post-hoc Out-of-distribution Detection with Pre-trained Vision-Language Models
por: Hu, Yuanwei, et al.
Publicado: (2026)

REVEAL: Multimodal Vision-Language Alignment of Retinal Morphometry and Clinical Risks for Incident AD and Dementia Prediction
por: Leem, Seowung, et al.
Publicado: (2026)

Open Ad-hoc Categorization with Contextualized Feature Learning
por: Wang, Zilin, et al.
Publicado: (2025)

Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis
por: Lin, Tianwei, et al.
Publicado: (2026)

CoRGI: Verified Chain-of-Thought Reasoning with Post-hoc Visual Grounding
por: Yi, Shixin, et al.
Publicado: (2025)

SafeEditor: Unified MLLM for Efficient Post-hoc T2I Safety Editing
por: Zhang, Ruiyang, et al.
Publicado: (2025)

Post-hoc and manifold explanations analysis of facial expression data based on deep learning
por: Xiao, Yang
Publicado: (2024)

Pose-Star: Anatomy-Aware Editing for Open-World Fashion Images
por: Dong, Yuran, et al.
Publicado: (2025)

Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Study
por: Mitra, Pallavi, et al.
Publicado: (2024)

OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning
por: Yu, Hao, et al.
Publicado: (2025)

Unsupervised Anomaly Detection in Brain MRI via Disentangled Anatomy Learning
por: Yang, Tao, et al.
Publicado: (2025)

Improving Out-of-Distribution Detection by Combining Existing Post-hoc Methods
por: Novello, Paul, et al.
Publicado: (2024)

STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision
por: Li, Chen, et al.
Publicado: (2025)

TGC-Net: A Structure-Aware and Semantically-Aligned Framework for Text-Guided Medical Image Segmentation
por: Lin, Gaoren, et al.
Publicado: (2025)

Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT
por: Jiang, Wen-Dong, et al.
Publicado: (2025)

Morphological Profiling for Drug Discovery in the Era of Deep Learning
por: Tang, Qiaosi, et al.
Publicado: (2023)

Hint-AD: Holistically Aligned Interpretability in End-to-End Autonomous Driving
por: Ding, Kairui, et al.
Publicado: (2024)

Structure-Aware Prototype Guided Trusted Multi-View Classification
por: Huang, Haojian, et al.
Publicado: (2025)

Activation-Deactivation: A General Framework for Robust Post-hoc Explainable AI
por: Chanchal, Akchunya, et al.
Publicado: (2025)

KD-OCT: Efficient Knowledge Distillation for Clinical-Grade Retinal OCT Classification
por: Nourbakhsh, Erfan, et al.
Publicado: (2025)

PASTA: Part-Aware Sketch-to-3D Shape Generation with Text-Aligned Prior
por: Lee, Seunggwan, et al.
Publicado: (2025)

Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy
por: Okuwobi, Idowu Paul, et al.
Publicado: (2024)

Harmonized Tabular-Image Fusion via Gradient-Aligned Alternating Learning
por: Huang, Longfei, et al.
Publicado: (2026)

Benchmarking XAI Explanations with Human-Aligned Evaluations
por: Kazmierczak, Rémi, et al.
Publicado: (2024)

Focus on What Matters: Two-Stage ROI-Aware Refinement for Anatomy-Preserving Fetal Ultrasound Reconstruction
por: Abbes, Ines, et al.
Publicado: (2026)

SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability
por: Nasiri-Sarvi, Ali, et al.
Publicado: (2025)

Aligning Cellular Sheaves with Classifier Attention for Interpretable Weakly-Supervised Pathology Localization
por: Lalwani, Devansh, et al.
Publicado: (2026)

AIFIND: Artifact-Aware Interpreting Fine-Grained Alignment for Incremental Face Forgery Detection
por: Wang, Hao, et al.
Publicado: (2026)

Generative Phomosaic with Structure-Aligned and Personalized Diffusion
por: Chung, Jaeyoung, et al.
Publicado: (2026)

Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation
por: Gu, Difei, et al.
Publicado: (2025)

Cerebra: A Multidisciplinary AI Board for Multimodal Dementia Characterization and Risk Assessment
por: Liu, Sheng, et al.
Publicado: (2026)

Visual-TCAV: Concept-based Attribution and Saliency Maps for Post-hoc Explainability in Image Classification
por: De Santis, Antonio, et al.
Publicado: (2024)

Knowledge-Aware Neuron Interpretation for Scene Classification
por: Guan, Yong, et al.
Publicado: (2024)

Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning
por: Ma, Lianbo, et al.
Publicado: (2025)

Enhanced SegNet with Integrated Grad-CAM for Interpretable Retinal Layer Segmentation in OCT Images
por: Saky, S M Asiful Islam, et al.
Publicado: (2025)

Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases
por: Tai, Cheng-Yu, et al.
Publicado: (2025)