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cs.CV2024
SGW-based Multi-Task Learning in Vision Tasks
Ruiyuan Zhang, Yuyao Chen, Yuchi Huo +4
Multi-task-learning(MTL) is a multi-target optimization task. Neural networks try to realize each target using a shared interpretative space within MTL. However, as the scale of da…
cs.CV2024
Inverse Rendering using Multi-Bounce Path Tracing and Reservoir Sampling
Yuxin Dai, Qi Wang, Jingsen Zhu +4
We present MIRReS, a novel two-stage inverse rendering framework that jointly reconstructs and optimizes the explicit geometry, material, and lighting from multi-view images. Unlik…