論文 深掘り arXiv 2026-05-21
Survival analysis aims to estimate a time-to-event distribution from data with censored observations. Many existing methods either impose structural assumptions on the hazard function or discretize the time axis, which may limit flexibility and introduce approximation errors. We propose the Survival...
#diffusion#benchmark
企業動向 OpenAI 2026-05-22
OpenAI is named a leader in the 2026 Gartner Magic Quadrant for Enterprise AI Coding Agents, with Codex recognized for innovation and enterprise-scale deployment....
#agent#coding
企業動向 OpenAI 2026-05-21
AdventHealth is using ChatGPT for Healthcare to streamline workflows, reduce administrative burden, and return more time to patient care....
企業動向 Hugging Face 2026-05-23
Towards Speed-of-Light Text Generation with Nemotron-Labs Diffusion Language Models...
#diffusion
論文 深掘り arXiv 2026-05-21
Linear attention replaces the unbounded cache of softmax attention with a fixed-size recurrent state, reducing sequence mixing to linear time and decoding to constant memory. The hard part is not just what to forget, but how to edit this compressed memory without scrambling existing associations. De...
#coding#benchmark
論文 深掘り arXiv 2026-05-21
The Flexible Job Shop Scheduling Problem (FJSP) is the optimal allocation of a set of jobs to machines. Two primary challenges persist in FJSP: the unpredictable arrival of future jobs and the combinatorial complexity of the problem, rendering it intractable for conventional mixed-integer linear pro...
#agent#coding#rl#benchmark
論文 arXiv 2026-05-21
Parameter-efficient fine-tuning enables fast personalization of text-to-image diffusion models, but composing multiple custom concepts remains challenging due to representation interference. Existing modular methods either rely on expensive post-hoc fusion or freeze adaptation subspaces, which limit...
#diffusion#fine-tuning#vision
論文 arXiv 2026-05-21
AI models are already deployed in societies affected by armed conflict, and journalists, humanitarian workers, governments and ordinary citizens rely on them for information or for their work processes. No established practice exists for checking whether their outputs can make those conflicts worse....
#alignment#benchmark#llm
論文 arXiv 2026-05-21
Large language models are routinely used as automated evaluators: to review code, moderate content, or score outputs, often with many items passing through one conversation. We ask whether the polarity of prior conversation history biases subsequent judgments, an effect we call the accumulated messa...
#llm#benchmark
企業動向 OpenAI 2026-05-22
How Virgin Atlantic used Codex to ship its revamped mobile app on a fixed holiday travel deadline, reaching near-total unit test coverage and zero P1 defects....
企業動向 Hugging Face 2026-05-22
Specialization Beats Scale: A Strategic Variable Most AI Procurement Decisions Overlook...