3 papers
cs.CL2025
CompressKV: Semantic Retrieval Heads Know What Tokens are Not Important Before Generation
Xiaolin Lin, Jingcun Wang, Olga Kondrateva +3
Recent advances in large language models (LLMs) have significantly boosted long-context processing. However, the increasing key-value (KV) cache size poses critical challenges to m…
cs.NI2025
Deep Joint Source-Channel Coding for Small Satellite Applications
Olga Kondrateva, Grace Li Zhang, Julian Zobel +2
Small satellites used for Earth observation generate vast amounts of high-dimensional data, but their operation in low Earth orbit creates a significant communication bottleneck du…
cs.NI2024
Adaptable Deep Joint Source-and-Channel Coding for Small Satellite Applications
Olga Kondrateva, Stefan Dietzel, Björn Scheuermann
Earth observation with small satellites serves a wide range of relevant applications. However, significant advances in sensor technology (e.g., higher resolution, multiple spectrum…