IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTSby Ashwin Sankar, Srija…
Optimization Hyper-parameter Laws for Large Language Modelsby Xingyu Xie, Kuangyu Ding, Shuicheng Yan, Kim-Chuan Toh,…
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Modelsby Sonam Gupta, Yatin…
Beyond One-Time Validation: A Framework for Adaptive Validation of Prognostic and Diagnostic AI-based Medical Devicesby…
Hierarchical Sparse Representation Clustering for High-Dimensional Data Streamsby Jie Chen, Hua Mao, Yuanbiao Gou, Xi…
Leveraging Large Language Models for Solving Rare MIP Challengesby Teng Wang, Wing-Yin Yu, Ruifeng She,…
AGR: Age Group fairness Reward for Bias Mitigation in LLMsby Shuirong Cao, Ruoxi Cheng, Zhiqiang…
WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarkingby Carl De Sousa Trias, Mihai Mitrea, Attilio Fiandrotti,…
The representation landscape of few-shot learning and fine-tuning in large language modelsby Diego Doimo, Alessandro…
Robust Federated Finetuning of Foundation Models via Alternating Minimization of LoRAby Shuangyi Chen, Yue Ju,…