The application of large language models (LLMs) in domain-specific contexts, including finance, has expanded rapidly. Domain-specific LLMs are typically evaluated based on their performance in various downstream tasks relevant to the domain. In this...
In this chapter, we present CORrelation ALignment (CORAL), a simple yet effective method for unsupervised domain adaptation. CORAL minimizes domain shift by aligning the second-order statistics of source and target distributions, without requiring an...
Universal domain adaptation (UniDA) aims to address domain and category shifts across data sources. Recently, due to more stringent data restrictions, researchers have introduced source-free UniDA (SF-UniDA). SF-UniDA methods eliminate the need for d...
In this paper, we introduce the Phantom Domain Finite Element Method (PDFEM), a novel computational approach tailored for the efficient analysis of heterogeneous and composite materials. Inspired by fictitious domain methods, this method employs a st...
Feb 22, 2026 · The place to talk about general topics related to domain names. View more sections for specific domain topics.
We present a field theoretical model which allows for domain walls that do not get stuck on impurities. For this purpose, we consider a generalized chiral magnet domain wall action with an impurity which couples both to a potential term as well as to...
The diversity of retinal imaging devices poses a significant challenge: domain shift, which leads to performance degradation when applying the deep learning models trained on one domain to new testing domains. In this paper, we propose a multi-scale...
.store is a generic top-level domain (gTLD) of the Domain Name System (DNS) used in the Internet. It was the first domain extension to be launched specifically
Feb 1, 2026 · What is a .store domain? A .store domain is a top‑level domain (TLD) designed for eCommerce businesses, online retailers, and brands selling products or services. It instantly …
.store is a generic top-level domain (gTLD) of the Domain Name System (DNS) used in the Internet. It was the first domain extension to be launched specifically for ecommerce. [1][2][3]
.store is the best domain to sell anything online. Get 87% more traffic and 2X higher rankings on Google with your own .store domain name. Buy now!
The opening up of the top-level domain name market in 2012 has offered new perspectives for companies, administrations and individuals to include a geographic component within the domain name of their website. Little to no research has been carried o...
Apr 26, 2023 · Update: July 15, 2024: More information about the cloud.microsoft domain, including a running list of products and services now using it, can be found at: Unified cloud.microsoft domain for …
Cross-domain Recommendation (CDR) aims to alleviate the data sparsity and the cold-start problems in traditional recommender systems by leveraging knowledge from an informative source domain. However, previously proposed CDR models pursue an impruden...
Many real-world open-domain conversation applications have specific goals to achieve during open-ended chats, such as recommendation, psychotherapy, education, etc. We study the problem of imposing conversational goals on open-domain chat agents. In...
The Regulatory & Compliance Deep Agent is a single-tenant, cloud-native ideation application designed to assist planners, COOs, compliance officers, and auditors in drafting planning documents with continuous, domain-informed suggestions and compliance guidance. (⭐ 0)
When the training and test data are from different distributions, domain adaptation is needed to reduce dataset bias to improve the model's generalization ability. Since it is difficult to directly match the cross-domain joint distributions, existing...
executing in the same Unix or Unix-like operating system. The name Unix domain socket refers to the domain argument value AF_UNIX that is passed to the
Awesome things about domain generalization, including papers, code, etc. (⭐ 524)
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