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Artificial Intelligence › Core AI ›

Interpretability

7,318 papers

Papers per year

Papers

Self-Calibrating Vicinal Risk Minimisation for Model Calibration CVPR 2024

NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024

CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation CVPR 2024

Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training CVPR 2024

MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024

AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement CVPR 2024

Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation CVPR 2024

SLICE: Stabilized LIME for Consistent Explanations for Image Classification CVPR 2024

Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing CVPR 2024

CMA: A Chromaticity Map Adapter for Robust Detection of Screen-Recapture Document Images CVPR 2024

V?: Guided Visual Search as a Core Mechanism in Multimodal LLMs CVPR 2024

Multi-Modal Hallucination Control by Visual Information Grounding CVPR 2024

Neural Lineage CVPR 2024

XFibrosis: Explicit Vessel-Fiber Modeling for Fibrosis Staging from Liver Pathology Images CVPR 2024

Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners CVPR 2024

Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer CVPR 2024

What Sketch Explainability Really Means for Downstream Tasks? CVPR 2024

Validating Privacy-Preserving Face Recognition under a Minimum Assumption CVPR 2024

Understanding Video Transformers via Universal Concept Discovery CVPR 2024

Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs CVPR 2024

The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes CVPR 2024

Unsegment Anything by Simulating Deformation CVPR 2024

Unbiased Estimator for Distorted Conics in Camera Calibration CVPR 2024

WWW: A Unified Framework for Explaining What Where and Why of Neural Networks by Interpretation of Neuron Concepts CVPR 2024

IDGuard: Robust General Identity-centric POI Proactive Defense Against Face Editing Abuse CVPR 2024