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Interpretability

7,318 papers

Papers per year

Papers

TruthPrInt: Mitigating Large Vision-Language Models Object Hallucination Via Latent Truthful-Guided Pre-Intervention ICCV 2025
Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers ICCV 2025
Seeing Through Deepfakes: A Human-Inspired Framework for Multi-Face Detection ICCV 2025
Aligning Constraint Generation with Design Intent in Parametric CAD ICCV 2025
Riemannian-Geometric Fingerprints of Generative Models ICCV 2025
DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025
Activation Subspaces for Out-of-Distribution Detection ICCV 2025
Towards Safer and Understandable Driver Intention Prediction ICCV 2025
NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic Reasoning ICCV 2025
Soft Local Completeness: Rethinking Completeness in XAI ICCV 2025
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions ICCV 2025
Learning Counterfactually Decoupled Attention for Open-World Model Attribution ICCV 2025
Token Activation Map to Visually Explain Multimodal LLMs ICCV 2025
SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting ICCV 2025
Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification ICCV 2025
FedXDS: Leveraging Model Attribution Methods to counteract Data Heterogeneity in Federated Learning ICCV 2025
NormalLoc: Visual Localization on Textureless 3D Models using Surface Normals ICCV 2025
Deterministic Object Pose Confidence Region Estimation ICCV 2025
GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability ICCV 2025
Text-guided Visual Prompt DINO for Generic Segmentation ICCV 2025
INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling ICCV 2025
Inner Information Analysis Algorithm for Deep Neural Network based on Community ICLR 2025
Efficient Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming IJCAI 2025
Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency IJCAI 2025
Fast Explanations via Policy Gradient-Optimized Explainer IJCAI 2025