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Centralization Reference

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Preview of Assessing Language Models
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Assessing Language Models (2021.blackboxnlp-1.26.pdf)

451 KBHitomi Yanaka ; Koji MineshimaEN 13 pages
Researchers investigated the generalization capacity of pre-trained language models in Japanese Natural Language Inference (NLI) tasks using a newly created...
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Preview of Out-of-Distribution Generalization
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Out-of-Distribution Generalization (Intro_of_OoD.pdf)

2.64 MBEN 30 pages
Dinghuai Zhang discusses "spurious" correlation, "true label" and "spurious label", and references GroupDRO and the paper "DISTRIBUTIONALLY ROBUST NEURAL
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Preview of VideoReTalking: Audio-based Lip Synchronization for Real-World Video Editing
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VideoReTalking: Audio-based Lip Synchronization for Real-World Video Editing (2211.14758.pdf)

3.5 MBEN 13 pages
VideoReTalking uses audio-based lip synchronization to create realistic talking head videos, even in 'in-the-wild' conditions, accurately matching lip movements to input audio and retouching facial expressions.
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Executive Summary (alternate_competitive_advantages_summary.pdf)

230 KBER FrontEN 3 pages
Alternative competitive advantages can be characterized by three approaches: Operational Excellence (Process Focus), Product Leadership (Focus on The Product),...
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Preview of Networks of Relations: Distributed Learning and Generalization
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Networks of Relations: Distributed Learning and Generalization (etr071.pdf)

114 KBEN 6 pages
Networks of Relations for Representation, Learning, and Generalization propose knowledge representation as a network of relations between variables, distributing relationships and encoding past experiences. This distributed system functions as an associative memory, utilizing an...
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Timetable Coloring (bakery.pdf)

304 KBEN 3 pages
The existence of a-coloration in a graph is necessary and sufficient for solving the class-teacher timetable problem. This condition allows existing graph coloring algorithms to be applied. It was determined in July 1973 and revised in February 1974.
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