Multimodal interaction

A quick guide to Amazon’s 20-Plus papers on CVPR 2023

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A quick guide to Amazon's 20-Plus papers on CVPR 2023

Amazon’s papers on this year’s computer vision and pattern recognition conference (CVPR), sorted by research topic. 3-D Perception Implicit contrastive surface clusters to Lidar Point CloudZaiwei Zhang, my Bai, Erran Li Anomali Classification WINCLIP: zero/few-shot-anomali classification and segmentationJongheon Jeong, Yang Zou, Taewan Kim, Dongqing Zhang, Avinash Ravichandran, Onkar Dabeer Data Annotation CVPR HIGHLIGHT*:HANDSOFF: labeled data … Read more

Generalization of diffusion modeling to multimodal, multitaske settings

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Generalization of diffusion modeling to multimodal, multitaske settings

One of the lessons in the Machine Learning Revolution has been that perhaps resistant, to educate a model of multiple data types or multiple tasks can improve the relative performance of one-facing models. A model trained in multiple languages, for example, can lead to distinctions that are subtle in one language, but pronounced in another, … Read more