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cs.CV2022
Attention in Reasoning: Dataset, Analysis, and Modeling
Shi Chen, Ming Jiang, Jinhui Yang +1
While attention has been an increasingly popular component in deep neural networks to both interpret and boost the performance of models, little work has examined how attention pro…
cs.CV2022
REX: Reasoning-aware and Grounded Explanation
Shi Chen, Qi Zhao
Effectiveness and interpretability are two essential properties for trustworthy AI systems. Most recent studies in visual reasoning are dedicated to improving the accuracy of predi…