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cs.CV2025
Quantization Robustness to Input Degradations for Object Detection
Toghrul Karimov, Hassan Imani, Allan Kazakov
Post-training quantization (PTQ) is crucial for deploying efficient object detection models, like YOLO, on resource-constrained devices. However, the impact of reduced precision on…
cs.CV2022
A New Dataset and Transformer for Stereoscopic Video Super-Resolution
Hassan Imani, Md Baharul Islam, Lai-Kuan Wong
Stereo video super-resolution (SVSR) aims to enhance the spatial resolution of the low-resolution video by reconstructing the high-resolution video. The key challenges in SVSR are…