Academic

Academic

Academic · 1 min

SIEVE: Sample-Efficient Parametric Learning from Natural Language

arXiv:2604.02339v1 Announce Type: new Abstract: Natural language context-such as instructions, knowledge, or feedback-contains rich signal for adapting language models. While in-context learning provides adaptation via …

Parth Asawa, Alexandros G. Dimakis, Matei Zaharia
4 views
Academic · 1 min

Conditional Sampling via Wasserstein Autoencoders and Triangular Transport

arXiv:2604.02644v1 Announce Type: new Abstract: We present Conditional Wasserstein Autoencoders (CWAEs), a framework for conditional simulation that exploits low-dimensional structure in both the conditioned and …

Mohammad Al-Jarrah, Michele Martino, Marcus Yim, Bamdad Hosseini, Amirhossein Taghvaei
29 views
Academic · 1 min

TRACE: Traceroute-based Internet Route change Analysis with Ensemble Learning

arXiv:2604.02361v1 Announce Type: cross Abstract: Detecting Internet routing instability is a critical yet challenging task, particularly when relying solely on endpoint active measurements. This study …

Raul Suzuki, Rodrigo Moreira, Pedro Henrique A. Damaso de Melo, Larissa F. Rodrigues Moreira, Fl\'avio de Oliveira Silva
31 views