Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasetsby Sathish Reddy Indurthi, Wenxuan Zhou,…
Entropic Optimal Transport Eigenmaps for Nonlinear Alignment and Joint Embedding of High-Dimensional Datasetsby Boris Landa,…
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothingby Pooya Fayyazsanavi, Antonios…
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervisionby Hao Dong, Eleni Chatzi, Olga FinkFirst…
On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)by Jerry Yao-Chieh Hu,…
Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Modelsby Wei Wang, Qing…
Overcoming Common Flaws in the Evaluation of Selective Classification Systemsby Jeremias Traub, Till J. Bungert,…
PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graphby Dazhou Yu, Yuntong Hu, Yun…
A Case Study on Contextual Machine Translation in a Professional Scenario of Subtitlingby Sebastian Vincent,…
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweightingby Rui Pan, Jipeng Zhang, Xingyuan Pan, Renjie…