Evidential Reasoning Advances Interpretable Real-World Disease Screening
Fuente:
arXiv
Saved in:
| Main Authors: | Lian, Chenyu, Zhou, Hong-Yu, Qin, Jing |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BenchReAD: A systematic benchmark for retinal anomaly detection
by: Lian, Chenyu, et al.
Published: (2025)
by: Lian, Chenyu, et al.
Published: (2025)
Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings
by: Lian, Chenyu, et al.
Published: (2026)
by: Lian, Chenyu, et al.
Published: (2026)
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models
by: Lian, Chenyu, et al.
Published: (2025)
by: Lian, Chenyu, et al.
Published: (2025)
Evidential Neural Radiance Fields
by: Duan, Ruxiao, et al.
Published: (2026)
by: Duan, Ruxiao, et al.
Published: (2026)
Evidential Federated Learning for Skin Lesion Image Classification
by: Hendrix, Rutger, et al.
Published: (2024)
by: Hendrix, Rutger, et al.
Published: (2024)
Adaptive Negative Evidential Deep Learning for Open-set Semi-supervised Learning
by: Yu, Yang, et al.
Published: (2023)
by: Yu, Yang, et al.
Published: (2023)
Evidential Uncertainty Sets in Deep Classifiers Using Conformal Prediction
by: Karimi, Hamed, et al.
Published: (2024)
by: Karimi, Hamed, et al.
Published: (2024)
VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution
by: Zhu, Yixuan, et al.
Published: (2026)
by: Zhu, Yixuan, et al.
Published: (2026)
Generative AI in Depth: A Survey of Recent Advances, Model Variants, and Real-World Applications
by: Yazdani, Shamim, et al.
Published: (2025)
by: Yazdani, Shamim, et al.
Published: (2025)
Query-Conditioned Evidential Keyframe Sampling for MLLM-Based Long-Form Video Understanding
by: Wang, Yiheng, et al.
Published: (2026)
by: Wang, Yiheng, et al.
Published: (2026)
EvidenceMoE: A Physics-Guided Mixture-of-Experts with Evidential Critics for Advancing Fluorescence Light Detection and Ranging in Scattering Media
by: Erbas, Ismail, et al.
Published: (2025)
by: Erbas, Ismail, et al.
Published: (2025)
A Reasoning-Enabled Vision-Language Foundation Model for Chest X-ray Interpretation
by: Zhang, Yabin, et al.
Published: (2026)
by: Zhang, Yabin, et al.
Published: (2026)
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
by: Tan, Zhaorui, et al.
Published: (2024)
by: Tan, Zhaorui, et al.
Published: (2024)
Optimizing CNN Architectures for Advanced Thoracic Disease Classification
by: Mirthipati, Tejas
Published: (2025)
by: Mirthipati, Tejas
Published: (2025)
Incentivizing Reasoning for Advanced Instruction-Following of Large Language Models
by: Qin, Yulei, et al.
Published: (2025)
by: Qin, Yulei, et al.
Published: (2025)
PhyGround: Benchmarking Physical Reasoning in Generative World Models
by: Lin, Juyi, et al.
Published: (2026)
by: Lin, Juyi, et al.
Published: (2026)
Simulating the Real World: A Unified Survey of Multimodal Generative Models
by: Hu, Yuqi, et al.
Published: (2025)
by: Hu, Yuqi, et al.
Published: (2025)
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks
by: Małkiński, Mikołaj, et al.
Published: (2025)
by: Małkiński, Mikołaj, et al.
Published: (2025)
Interpretable Unsupervised Deformable Image Registration via Confidence-bound Multi-Hop Visual Reasoning
by: Iqbal, Zafar, et al.
Published: (2026)
by: Iqbal, Zafar, et al.
Published: (2026)
Opening Articulated Structures in the Real World
by: Gupta, Arjun, et al.
Published: (2024)
by: Gupta, Arjun, et al.
Published: (2024)
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning
by: Wang, Zhecan, et al.
Published: (2024)
by: Wang, Zhecan, et al.
Published: (2024)
Semantic-Topological Graph Reasoning for Language-Guided Pulmonary Screening
by: Xue, Chenyu, et al.
Published: (2026)
by: Xue, Chenyu, et al.
Published: (2026)
Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems
by: Pawlonka, Szymon, et al.
Published: (2025)
by: Pawlonka, Szymon, et al.
Published: (2025)
APO: Enhancing Reasoning Ability of MLLMs via Asymmetric Policy Optimization
by: Hong, Minjie, et al.
Published: (2025)
by: Hong, Minjie, et al.
Published: (2025)
Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
by: Xu, Xinyue, et al.
Published: (2024)
by: Xu, Xinyue, et al.
Published: (2024)
ICED: Concept-level Machine Unlearning via Interpretable Concept Decomposition
by: Lin, Shen, et al.
Published: (2026)
by: Lin, Shen, et al.
Published: (2026)
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
by: Yang, Ling, et al.
Published: (2024)
by: Yang, Ling, et al.
Published: (2024)
3D Reconstruction of Objects in Hands without Real World 3D Supervision
by: Prakash, Aditya, et al.
Published: (2023)
by: Prakash, Aditya, et al.
Published: (2023)
AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation
by: Sójka, Damian, et al.
Published: (2023)
by: Sójka, Damian, et al.
Published: (2023)
Orion: A Unified Visual Agent for Multimodal Perception, Advanced Visual Reasoning and Execution
by: Reddy, N Dinesh, et al.
Published: (2025)
by: Reddy, N Dinesh, et al.
Published: (2025)
Feature-Based Instance Neighbor Discovery: Advanced Stable Test-Time Adaptation in Dynamic World
by: Jiang, Qinting, et al.
Published: (2025)
by: Jiang, Qinting, et al.
Published: (2025)
Distilled Prompt Learning for Incomplete Multimodal Survival Prediction
by: Xu, Yingxue, et al.
Published: (2025)
by: Xu, Yingxue, et al.
Published: (2025)
RayDer: Scalable Self-Supervised Novel View Synthesis from Real-World Video
by: Prestel, Ulrich, et al.
Published: (2026)
by: Prestel, Ulrich, et al.
Published: (2026)
Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models
by: Dong, Yuhao, et al.
Published: (2026)
by: Dong, Yuhao, et al.
Published: (2026)
GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction
by: Zuo, Sicheng, et al.
Published: (2024)
by: Zuo, Sicheng, et al.
Published: (2024)
Perception-R1: Advancing Multimodal Reasoning Capabilities of MLLMs via Visual Perception Reward
by: Xiao, Tong, et al.
Published: (2025)
by: Xiao, Tong, et al.
Published: (2025)
Advancing Conversational Diagnostic AI with Multimodal Reasoning
by: Saab, Khaled, et al.
Published: (2025)
by: Saab, Khaled, et al.
Published: (2025)
Explainable Cross-Disease Reasoning for Cardiovascular Risk Assessment from Low-Dose Computed Tomography
by: Zhang, Yifei, et al.
Published: (2025)
by: Zhang, Yifei, et al.
Published: (2025)
Towards Real-Time 2D Mapping: Harnessing Drones, AI, and Computer Vision for Advanced Insights
by: Agnur, Bharath Kumar
Published: (2024)
by: Agnur, Bharath Kumar
Published: (2024)
Long-Range Biometric Identification in Real World Scenarios: A Comprehensive Evaluation Framework Based on Missions
by: Aykac, Deniz, et al.
Published: (2024)
by: Aykac, Deniz, et al.
Published: (2024)
Similar Items
-
BenchReAD: A systematic benchmark for retinal anomaly detection
by: Lian, Chenyu, et al.
Published: (2025) -
Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings
by: Lian, Chenyu, et al.
Published: (2026) -
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models
by: Lian, Chenyu, et al.
Published: (2025) -
Evidential Neural Radiance Fields
by: Duan, Ruxiao, et al.
Published: (2026) -
Evidential Federated Learning for Skin Lesion Image Classification
by: Hendrix, Rutger, et al.
Published: (2024)