Artificial Intelligence › Core AI ›

Interpretability

7318 directly classified papers

Papers per year

Papers

Towards Trustworthy Multimodal AI Systems AAAI 2026

A Fortiori Case-Based Reasoning: From Theory to Data (Abstract Reprint) AAAI 2026

Life, Machine Learning, and the Search for Habitability: Predicting Biosignature Fluxes for the Habitable Worlds Observatory AAAI 2026

Automated Unified Reasoning with Vision-Language Models for Multi-modal Burn Assessment AAAI 2026

Test Time Adaptation Using Adaptive Quantile Recalibration WACV 2026

ConsensusXAI: A Framework to Examine Class-wise Agreement in Medical Imaging WACV 2026

LASOR: Towards Clinically Transparent and Explainable Ophthalmic Report Generation via Lesion-Aware Segmentation WACV 2026

IMPACT: Interpretable Most Important Person Analysis and Classification using Transformer-based Models WACV 2026

Towards Reliable Test-Time Adaptation: Style Invariance as a Correctness Likelihood WACV 2026

VLMs Guided Interpretable Decision Making in Autonomous Driving WACV 2026

CAAC: Confidence-Aware Attention Calibration to Reduce Hallucinations in Large Vision-Language Models WACV 2026

SAVE: Sparse Autoencoder-Driven Visual Information Enhancement for Mitigating Object Hallucination WACV 2026

Digital Forensic AI You Can Explain: A Case Study on Video Source Camera Identification WACV 2026

TaxonRL: Reinforcement Learning with Intermediate Rewards for Interpretable Fine-Grained Visual Reasoning WACV 2026

MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation WACV 2026

AD2: Analysis and Detection of Adversarial Threats in Visual Perception for End-to-End Autonomous Driving Systems WACV 2026

Where is the Watermark? Interpretable Watermark Detection at the Block Level WACV 2026

AuthGuard: Generalizable Deepfake Detection via Language Guidance WACV 2026

SceneProp: Combining Neural Network and Markov Random Field for Scene-Graph Grounding WACV 2026

SSplain: Sparse and Smooth Explainer for Retinopathy of Prematurity Classification WACV 2026

Understanding the Visual Projection Space of Multimodal LLMs WACV 2026

The Perceptual Observatory Characterizing Robustness and Grounding in MLLMs WACV 2026

Safe Vision-Language Models via Unsafe Weights Manipulation WACV 2026

Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification WACV 2026

Trustworthy AI-Assisted Programming: Detection and Repair of Unreliable Code AAAI 2026