Background : Total Hip Arthroplasty (THA) is a highly successful orthopedic procedure performed to relieve pain and restore function in patients with advanced hip disorders. Early mobilization has emerged as an important component of postoperative rehabilitation aimed at enhancing recovery and reducing complications. A...
Prasad Sakhare, Himanshu Jain, Manoj Kumar et al.· International Journal of Dru...· 0 citations
Pre-trained Large Language Model (LLMs) are effective on many tasks in zero-shot and few-shot settings. For machine translation of low-resource languages, the obvious options are few-shot prompting and fine-tuning on a small parallel set. We ask: what if moderate amounts of low-resource monolingual data are also availa...
A challenger-solver asymmetric self-play approach, where an LLM challenger generates progressively harder instances and the solver verifies feasibility and hardness, so no seed or training MILP instances are required.
Jitin Singla, Parikshit Pareek, P. Jawanpuria et al.· 0 citations
This study supports cross-model agreement as a practical, interpretable reliability framework for automated polyp segmentation in real-time colonoscopy by measuring agreement between a primary segmentation model and an independently trained referee on the same image.
A simple, sequence-only pipeline can match and surpass leading methods by combining 330 interpretable sequence descriptors with TabPFN, a tabular foundation model that performs in-context prediction in a single forward pass without gradient-based training or hyperparameter search.
Anuj Pal, Raunak Kumar, D. Solanki et al.· bioRxiv· 0 citations
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