Titlebook: Artificial Intelligence; Second CAAI Internat Lu Fang,Daniel Povey,Ruiping Wang Conference proceedings 2022 The Editor(s) (if applicable) a

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Cross-Camera Deep Colorizationfor cross-domain image alignment. Through extensive experiments on various datasets and multiple settings, we validate the flexibility and effectiveness of our approach. Remarkably, our method consistently achieves substantial improvements, ., around 10dB PSNR gain, upon the state-of-the-art methods. Code is at: ..

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BSAM: Bidirectional Scene-Aware Mixup for?Unsupervised Domain Adaptation in?Semantic Segmentationbidirectional fused images for training. BSAM ensures the correct scene layout, facilitating the model to adapt to the different scenario characteristics. Extensive experiments on two benchmarks (GTA5 to Cityscapes and SYNTHIA to Cityscapes) demonstrate that BSAM achieves state-of-the-art performance.

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Attentive Cascaded Pyramid Network for?Online Video Stabilizationrform offline stabilization and result in long latency, or dismiss the nonuniform motion field in each frame and lead to large distortion. The non-uniform motion includes dynamic foreground motion and non-planar background motion. To better describe the shaky motion field online, we propose a novel

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