Supertrust foundational alignment: mutual trust must replace permanent control for safe superintelligenceby James M. MazzuFirst…
“A Good Bot Always Knows Its Limitations”: Assessing Autonomous System Decision-making Competencies through Factorized Machine…
Can Modifying Data Address Graph Domain Adaptation?by Renhong Huang, Jiarong Xu, Xin Jiang, Ruichuan An,…
Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and Alignmentby Max Wilcoxson,…
Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Reviewby…
Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistenceby Mengyao…
Constructing Enhanced Mutual Information for Online Class-Incremental Learningby Huan Zhang, Fan Lyu, Shenghua Fan, Yujin…
Geometry Fidelity for Spherical Imagesby Anders Christensen, Nooshin Mojab, Khushman Patel, Karan Ahuja, Zeynep Akata,…
Trust or Escalate: LLM Judges with Provable Guarantees for Human Agreementby Jaehun Jung, Faeze Brahman,…
Self-Supervision Improves Diffusion Models for Tabular Data Imputationby Yixin Liu, Thalaiyasingam Ajanthan, Hisham Husain, Vu…