End-to-End Deep Learning Improves CT Material Decomposition

Table of Links Abstract and 1 Introduction Dual-Energy CT Forward Model [Model-based Optimization Problem]() End-to-End Model-based Deep Learning for Material Decomposition (E2E-Decomp) Numerical Results Conclusion Compliance with Ethical Standards and References 4 End-to-End Model-based Deep Learning for Material Decomposition (E2E-Decomp) The workflow of the E2E-DEcomp algorithm at inference is shown in Fig. 1, and the … Read more

Keychron made the first almost entirely ceramic keyboard

The Q16 HE 8K is visually unassuming but its all-ceramic build will be noticeable when handled. The latest product from China-based mechanical keyboard specialist Keychron is a functional ceramic artpiece you can type on. The Q16 HE 8K is the “first-to-market full-ceramic build keyboard,” according to Keychron’s press release, pairing custom analog magnetic switches with … Read more

Aleo and Paxos Labs Launch Privacy-Focused Dollar Stablecoin Aimed at Institutions

Paxos Labs and the Aleo Network Foundation are working to launch a U.S. dollar-pegged stablecoin that aims to preserve user privacy, and appeal to financial institutions, the companies said. Unveiled on Wednesday, the USAD token was built on Aleo’s zero-knowledge (ZK) layer 1 blockchain and issued through Paxos Labs, a regulated infrastructure provider that was … Read more

Klink Finance Disrupts Failing Web2 Ads – Launching $KLINK Token This October

London, UK – 1st October – As traditional Web2 advertising models face unprecedented challenges from privacy changes, cookie deprecation, and rising user acquisition costs, Klink Finance emerges as the infrastructure solution for the post-Web2 advertising era. The company announced the October launch of its $KLINK utility token, backed by proven revenue streams and a global … Read more

Smarter Fine-Tuning for NLU and NLG Tasks

Table of Links Abstract and 1. Introduction Background 2.1 Mixture-of-Experts 2.2 Adapters Mixture-of-Adaptations 3.1 Routing Policy 3.2 Consistency regularization 3.3 Adaptation module merging and 3.4 Adaptation module sharing 3.5 Connection to Bayesian Neural Networks and Model Ensembling Experiments 4.1 Experimental Setup 4.2 Key Results 4.3 Ablation Study Related Work Conclusions Limitations Acknowledgment and References Appendix … Read more