The Centre for Advanced Research Computing (ARC) of University College London (UCL) designs and delivers continuing professional development offerings in digital research practices to colleagues and ...

To tackle this challenge, a novel deep active convolutional transfer learning network (DACTLN), which can align the marginal as well as conditional distributions between the SD and TD and achieve ...

On a balmy mid-November evening in 2023, billionaire venture capitalist Peter Thiel threw a birthday party for his husband at YESS, an avant-garde Japanese restaurant located in a century-old ...

Abstract: Graph contrastive learning (GCL) is emerging as a pivotal technique in ... which can dynamically generate different adversarial views to enhance sample diversity in the training phase.

TRL is a cutting-edge library designed for post-training foundation models using advanced techniques like Supervised Fine-Tuning (SFT), Proximal Policy Optimization (PPO), and Direct Preference ...

It achieves high accuracy with little labeled data - for instance, with only 8 labeled examples per class on the Customer Reviews sentiment dataset, SetFit is competitive with fine-tuning RoBERTa ...