Toward Faithful Segmentation Attribution via Benchmarking and Dual-Evidence Fusion
Fuente:
arXiv
Guardado en:
| Autores principales: | Sakib, Abu Noman Md, Aranya, OFM Riaz Rahman, Desai, Kevin, Zhang, Zijie |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
To Agree or To Be Right? The Grounding-Sycophancy Tradeoff in Medical Vision-Language Models
por: Aranya, OFM Riaz Rahman, et al.
Publicado: (2026)
por: Aranya, OFM Riaz Rahman, et al.
Publicado: (2026)
SRA-Seg: Synthetic to Real Alignment for Semi-Supervised Medical Image Segmentation
por: Aranya, OFM Riaz Rahman, et al.
Publicado: (2026)
por: Aranya, OFM Riaz Rahman, et al.
Publicado: (2026)
TRACE: Temporal Radiology with Anatomical Change Explanation for Grounded X-ray Report Generation
por: Aranya, OFM Riaz Rahman, et al.
Publicado: (2026)
por: Aranya, OFM Riaz Rahman, et al.
Publicado: (2026)
Dissecting Model Failures in Abdominal Aortic Aneurysm Segmentation through Explainability-Driven Analysis
por: Sakib, Abu Noman Md, et al.
Publicado: (2026)
por: Sakib, Abu Noman Md, et al.
Publicado: (2026)
ThermalTap: Passive Application Fingerprinting in VR Headsets via Thermal Side Channels
por: Akram, Mahsin Bin, et al.
Publicado: (2026)
por: Akram, Mahsin Bin, et al.
Publicado: (2026)
Towards Explainable Skin Cancer Classification: A Dual-Network Attention Model with Lesion Segmentation and Clinical Metadata Fusion
por: Atiq, Md. Enamul, et al.
Publicado: (2025)
por: Atiq, Md. Enamul, et al.
Publicado: (2025)
MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation
por: Rahman, Md Maklachur, et al.
Publicado: (2026)
por: Rahman, Md Maklachur, et al.
Publicado: (2026)
Step-Level Visual Grounding Faithfulness Predicts Out-of-Distribution Generalization in Long-Horizon Vision-Language Models
por: Rahman, Md Ashikur, et al.
Publicado: (2026)
por: Rahman, Md Ashikur, et al.
Publicado: (2026)
Improving Fine-Grained Rice Leaf Disease Detection via Angular-Compactness Dual Loss Learning
por: Mia, Md. Rokon, et al.
Publicado: (2026)
por: Mia, Md. Rokon, et al.
Publicado: (2026)
DEPFusion: Dual-Domain Enhancement and Priority-Guided Mamba Fusion for UAV Multispectral Object Detection
por: Li, Shucong, et al.
Publicado: (2025)
por: Li, Shucong, et al.
Publicado: (2025)
An Efficient Dual-Line Decoder Network with Multi-Scale Convolutional Attention for Multi-organ Segmentation
por: Hassan, Riad, et al.
Publicado: (2025)
por: Hassan, Riad, et al.
Publicado: (2025)
STAR: A Foundation Model-driven Framework for Robust Task Planning and Failure Recovery in Robotic Systems
por: Sakib, Md Sadman, et al.
Publicado: (2025)
por: Sakib, Md Sadman, et al.
Publicado: (2025)
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
por: Tashdeed, Ishmam, et al.
Publicado: (2025)
por: Tashdeed, Ishmam, et al.
Publicado: (2025)
ResNet-34 with Lightweight Decoder for Accurate and Efficient Segmentation of Fetal Brain MRI
por: Rahman, Ashiqur, et al.
Publicado: (2026)
por: Rahman, Ashiqur, et al.
Publicado: (2026)
A Two-Stage Deep Learning Framework for Segmentation of Ten Gastrointestinal Organs from Coronal MR Enterography
por: Rahman, Ashiqur, et al.
Publicado: (2026)
por: Rahman, Ashiqur, et al.
Publicado: (2026)
PaLMR: Towards Faithful Visual Reasoning via Multimodal Process Alignment
por: Li, Yantao, et al.
Publicado: (2026)
por: Li, Yantao, et al.
Publicado: (2026)
Towards Faithful Reasoning in Comics for Small MLLMs
por: Feng, Chengcheng, et al.
Publicado: (2026)
por: Feng, Chengcheng, et al.
Publicado: (2026)
RGB-Event based Pedestrian Attribute Recognition: A Benchmark Dataset and An Asymmetric RWKV Fusion Framework
por: Wang, Xiao, et al.
Publicado: (2025)
por: Wang, Xiao, et al.
Publicado: (2025)
VLAgeBench: Benchmarking Large Vision-Language Models for Zero-Shot Human Age Estimation
por: Sajib, Rakib Hossain, et al.
Publicado: (2026)
por: Sajib, Rakib Hossain, et al.
Publicado: (2026)
Pedestrian Attribute Recognition via CLIP based Prompt Vision-Language Fusion
por: Wang, Xiao, et al.
Publicado: (2023)
por: Wang, Xiao, et al.
Publicado: (2023)
Physics-Based Benchmarking Metrics for Multimodal Synthetic Images
por: Gupta, Kishor Datta, et al.
Publicado: (2025)
por: Gupta, Kishor Datta, et al.
Publicado: (2025)
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization
por: Fang, Zijie, et al.
Publicado: (2024)
por: Fang, Zijie, et al.
Publicado: (2024)
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities
por: Ishmam, Md Farhan, et al.
Publicado: (2023)
por: Ishmam, Md Farhan, et al.
Publicado: (2023)
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation
por: Ma, Chaofan, et al.
Publicado: (2023)
por: Ma, Chaofan, et al.
Publicado: (2023)
SAM-Sode: Towards Faithful Explanations for Tiny Bacteria Detection
por: Tan, Wanying, et al.
Publicado: (2026)
por: Tan, Wanying, et al.
Publicado: (2026)
INFACT: A Diagnostic Benchmark for Induced Faithfulness and Factuality Hallucinations in Video-LLMs
por: Yang, Junqi, et al.
Publicado: (2026)
por: Yang, Junqi, et al.
Publicado: (2026)
On Thin Ice: Towards Explainable Conservation Monitoring via Attribution and Perturbations
por: Zhou, Jiayi, et al.
Publicado: (2025)
por: Zhou, Jiayi, et al.
Publicado: (2025)
A CNN Approach to Automated Detection and Classification of Brain Tumors
por: Hasan, Md. Zahid, et al.
Publicado: (2025)
por: Hasan, Md. Zahid, et al.
Publicado: (2025)
PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association
por: Hannan, Abdul, et al.
Publicado: (2025)
por: Hannan, Abdul, et al.
Publicado: (2025)
Scene Graph-Guided Generative AI Framework for Synthesizing and Evaluating Industrial Hazard Scenarios
por: Acharjee, Sanjay, et al.
Publicado: (2025)
por: Acharjee, Sanjay, et al.
Publicado: (2025)
GCE-MIL: Faithful and Recoverable Evidence for Multiple Instance Learning in Whole-Slide Imaging
por: Li, Xiangyu, et al.
Publicado: (2026)
por: Li, Xiangyu, et al.
Publicado: (2026)
TowerDataset: A Heterogeneous Benchmark for Transmission Corridor Segmentation with a Global-Local Fusion Framework
por: Cui, Xu, et al.
Publicado: (2026)
por: Cui, Xu, et al.
Publicado: (2026)
Multimodal Connectome Fusion via Cross-Attention for Autism Spectrum Disorder Classification Using Graph Learning
por: Rahman, Ansar, et al.
Publicado: (2026)
por: Rahman, Ansar, et al.
Publicado: (2026)
EDNet: Edge-Optimized Small Target Detection in UAV Imagery -- Faster Context Attention, Better Feature Fusion, and Hardware Acceleration
por: Song, Zhifan, et al.
Publicado: (2025)
por: Song, Zhifan, et al.
Publicado: (2025)
Teacher-Guided One-Shot Pruning via Context-Aware Knowledge Distillation
por: Alim, Md. Samiul, et al.
Publicado: (2025)
por: Alim, Md. Samiul, et al.
Publicado: (2025)
Unsupervised Domain Adaptation for Action Recognition via Self-Ensembling and Conditional Embedding Alignment
por: Ghosh, Indrajeet, et al.
Publicado: (2024)
por: Ghosh, Indrajeet, et al.
Publicado: (2024)
Dual Prompt-Driven Feature Encoding for Nighttime UAV Tracking
por: Wang, Yiheng, et al.
Publicado: (2026)
por: Wang, Yiheng, et al.
Publicado: (2026)
HQF-Net: A Hybrid Quantum-Classical Multi-Scale Fusion Network for Remote Sensing Image Segmentation
por: Hossain, Md Aminur, et al.
Publicado: (2026)
por: Hossain, Md Aminur, et al.
Publicado: (2026)
Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance
por: Hong, Jung-Ho, et al.
Publicado: (2023)
por: Hong, Jung-Ho, et al.
Publicado: (2023)
WDFFU-Mamba: A Wavelet-guided Dual-attention Feature Fusion Mamba for Breast Tumor Segmentation in Ultrasound Images
por: Cai, Guoping, et al.
Publicado: (2025)
por: Cai, Guoping, et al.
Publicado: (2025)
Ejemplares similares
-
To Agree or To Be Right? The Grounding-Sycophancy Tradeoff in Medical Vision-Language Models
por: Aranya, OFM Riaz Rahman, et al.
Publicado: (2026) -
SRA-Seg: Synthetic to Real Alignment for Semi-Supervised Medical Image Segmentation
por: Aranya, OFM Riaz Rahman, et al.
Publicado: (2026) -
TRACE: Temporal Radiology with Anatomical Change Explanation for Grounded X-ray Report Generation
por: Aranya, OFM Riaz Rahman, et al.
Publicado: (2026) -
Dissecting Model Failures in Abdominal Aortic Aneurysm Segmentation through Explainability-Driven Analysis
por: Sakib, Abu Noman Md, et al.
Publicado: (2026) -
ThermalTap: Passive Application Fingerprinting in VR Headsets via Thermal Side Channels
por: Akram, Mahsin Bin, et al.
Publicado: (2026)