计算范式本身也在走向多元—科学计算、量子-经典融合正在成为AI的新战场。多元本身不是问题，它是一种不断的演进，关键在于多元之上有没有统一的软件栈来兜底。这正是FlagOS下一步要做的事：不局限在今天的AI智算，也要为量子计算+AI打好基础。

Methods: We evaluated 17 encoder and decoder models using J-CaseMap, a database of approximately 20,000 Japanese case reports annotated with clinical concepts. Performance was primarily assessed using ...

前面几节里，我们已经分别看过 Transformer Encoder 和 Transformer Decoder。Encoder 的核心任务是把输入序列编码成一组上下文表示 ...

最近Hermes Agent突然火了起来，开发者社区在大量地拿它和OpenClaw做对比。这个由Nous Research在2026年2月发布的开源智能体框架，GitHub星标已经超过4万。比较下来，OpenClaw在企业级功能和用户界面上更成熟，但Hermes Agent在两件事上明显占优：一是常驻自治运行，它不是聊天机器人的包装，而是一个常驻在用户自己服务器上的系统，可以同时接管Telegra ...

A PyTorch research project demonstrating that the EUPE (Efficient Universal Perception Encoder, arxiv 2603.22387) backbone improves over the standard ViT encoder used in the Recurrent Video Masked ...

Ayyoun is a staff writer who loves all things gaming and tech. His journey into the realm of gaming began with a PlayStation 1 but he chose PC as his platform of choice. With over 6 years of ...

READING, Pa.—Miri Technologies has unveiled the V410 live 4K video encoder/decoder for streaming, IP-based production workflows and AV-over-IP distribution, which will make its world debut at ISE 2026 ...

现在，这项研究背后更多细节被公开了！来自Karpathy与真正作者两年前的邮件往来，引起了很多讨论。 一作Dzmitry Bahdanau，当时是Bengio实验室的一位实习生，在实习只剩5周时灵光一现提出了一个简化方案，相当于实现了对角注意力。

Abstract: Open-vocabulary semantic segmentation aims to partition an image into distinct semantic regions based on an open set of categories. Existing approaches primarily rely on image-level ...

Most learning-based speech enhancement pipelines depend on paired clean–noisy recordings, which are expensive or impossible to collect at scale in real-world conditions. Unsupervised routes like ...