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20122022
most citedLinearized Alternating Direction Method with Adaptive Penalty and Warm Starts for Fast Solving Transform Invariant Low-Rank Textures

65 citations · 79 across the 4 of their papers we have counts for

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cs.CV2022★ 1 cited

Curriculum Learning for Data-Efficient Vision-Language Alignment

Tejas Srinivasan, Xiang Ren, Jesse Thomason

Aligning image and text encoders from scratch using contrastive learning requires large amounts of paired image-text data. We alleviate this need by aligning individually pre-train…

cs.CV2012★ 65 cited

Linearized Alternating Direction Method with Adaptive Penalty and Warm Starts for Fast Solving Transform Invariant Low-Rank Textures

Xiang Ren, Zhouchen Lin

Transform Invariant Low-rank Textures (TILT) is a novel and powerful tool that can effectively rectify a rich class of low-rank textures in 3D scenes from 2D images despite signifi…