CNN fixations : an unraveling approach to visualize the discriminative image regions

• Main Authors: Mopuri, Konda Reddy, Garg, Utsav, Babu, R. Venkatesh
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Explainable AI; CNN Visualization
• Online Access: https://hdl.handle.net/10356/142317
• Institution: Nanyang Technological University

Deep convolutional neural networks (CNNs) have revolutionized the computer vision research and have seen unprecedented adoption for multiple tasks, such as classification, detection, and caption generation. However, they offer little transparency into their inner workings and are often treated as bl...