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ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs
arXiv:2602.07721v3 Announce Type: replace Abstract: KV-cache retrieval is essential for long-context LLM inference, yet existing methods struggle with distribution drift and high latency at scale. We introduce ParisKV, a drift-robust, GPU-native KV-cache retrieval framework based on collision-based candidate selection, followed by a quantized inner-product reranking estimator. For million-token contexts, ParisKV supports CPU-offloaded KV caches via Unified Virtual Addressing (UVA), enabling...
FDA allows popular sunscreen ingredient long used in Europe and Asia
The Food and Drug Administration on Tuesday expanded its list of allowed sunscreen ingredients to include the chemical compound bemotrizinol. The change has been eagerly anticipated for years: Bemotrizinol has long been popular in Europe, Australia and some Asian countries. It also marks the first time in more than 20 years the FDA has permitted a new compound onto its sunscreen ingredient list.
How back is the U? Can Clemson rebound? Previewing...
Life in the ACC certainly isn't boring. In the past year alone, the conference has produced a long and awkward CFP rankings battle, an irate affiliate member, a thrilling national title game run, the strangest tiebreaker result imaginable, an out-of-nowhere 11-win season, the most disappointing team in the country, an epic pro-to-college face-plant, 18 of the 38 best games of the 2025 season, the No. 1 pick in the NFL draft (indirectly) and the most awkward possible move to nine-game...
MSAIC-Net: A Multi-Scale Attention and Imbalance-Aware Contrastive Network for ECG-Based Myocardial Substrate Abnormality Detection
new Abstract: Myocardial substrate abnormalities, such as myocardial scar and myocardial infarction (MI), are associated with adverse cardiovascular outcomes. Electrocardiography (ECG) provides a low-cost and widely available tool for detecting these abnormalities, but ECG-based detection remains challenging due to heterogeneous lead-dependent manifestations, high-dimensional multi-lead signals, class imbalance, and the limited interpretability of deep learning models. We propose a...
The Painful Truth About Long Covid
Nothing about long Covid adds up. Consider prevalence rates: How could one study find it affected 3.3 percent of the population of the UK but others an alarming 51 percent of South Americans and 86 percent of Egyptians? Or treatment methods: The BMJ’s systematic review of ways to treat long Covid lists two as supported by moderate evidence, cognitive behavioral therapy and physical exercise.
NC State and Virginia moving game back to Charlottesville is a huge win for college football
The current state of affairs in college football is reaching a tipping point. Between Congress and the NCAA jockeying for power and NIL, the transfer portal and eligibility rules being a big mess, it's hard to look at the state of college football without wondering about the long-term health of the sport. TAKE THE DON'T @ ME PODCAST ON THE ROAD.