Research Focus: Week of January 27, 2025
In this edition:
- We introduce FLAVARS, a multimodal foundation language and vision alignment model for remote sensing; Managed-retention memory, a new class of memory which is more optimized to store key data structures for AI inference workloads; and Enhanced detection of macular telangiectasia type 2 (MacTel 2) using self-supervised learning and ensemble models.
- We present a new approach to generalizing symbolic automata, which brings together a variety of classic automata and logics in a unified framework with all the necessary ingredients to support symbolic model checking modulo A.
- And we invite you to join an upcoming workshop: LLM4Eval@WSDM 2025: Large Language Models for Evaluation in Information Retrieval. LLM4Eval is a promising technique in the areas of automated judgments, natural language generation, and retrieval augmented