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cs.LG2025
TopoReformer: Mitigating Adversarial Attacks Using Topological Purification in OCR Models
Bhagyesh Kumar, A S Aravinthakashan, Akshat Satyanarayan +2
Adversarially perturbed images of text can cause sophisticated OCR systems to produce misleading or incorrect transcriptions from seemingly invisible changes to humans. Some of the…
cs.CV2025
DEAL-YOLO: Drone-based Efficient Animal Localization using YOLO
Aditya Prashant Naidu, Hem Gosalia, Ishaan Gakhar +3
Although advances in deep learning and aerial surveillance technology are improving wildlife conservation efforts, complex and erratic environmental conditions still pose a problem…
cs.CV2025
HipyrNet: Hypernet-Guided Feature Pyramid network for mixed-exposure correction
Shaurya Singh Rathore, Aravind Shenoy, Krish Didwania +2
Recent advancements in image translation for enhancing mixed-exposure images have demonstrated the transformative potential of deep learning algorithms. However, addressing extreme…