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Interpretability

7,318 papers

Papers per year

Papers

PINA: Learning a Personalized Implicit Neural Avatar From a Single RGB-D Video Sequence CVPR 2022
OccAM's Laser: Occlusion-Based Attribution Maps for 3D Object Detectors on LiDAR Data CVPR 2022
Frequency-Driven Imperceptible Adversarial Attack on Semantic Similarity CVPR 2022
Cycle-Consistent Counterfactuals by Latent Transformations CVPR 2022
Attributable Visual Similarity Learning CVPR 2022
Texture-Based Error Analysis for Image Super-Resolution CVPR 2022
Adversarial Parametric Pose Prior CVPR 2022
Exposure Normalization and Compensation for Multiple-Exposure Correction CVPR 2022
Complex Video Action Reasoning via Learnable Markov Logic Network CVPR 2022
3D Common Corruptions and Data Augmentation CVPR 2022
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers CVPR 2022
Protecting Celebrities From DeepFake With Identity Consistency Transformer CVPR 2022
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space EMNLP 2022
Interpreting Language Models with Contrastive Explanations EMNLP 2022
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions EMNLP 2022
“Will You Find These Shortcuts?” A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification EMNLP 2022
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts EMNLP 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP 2022
On the Transformation of Latent Space in Fine-Tuned NLP Models EMNLP 2022
A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference EMNLP 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022
Stop Measuring Calibration When Humans Disagree EMNLP 2022
Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations EMNLP 2022
Gendered Mental Health Stigma in Masked Language Models EMNLP 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022