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Related Articles from SNS
Reconstructing Synthetic SDO/AIA 193 A EUV Images from He I 10830 A Observations with Diffusion Model Translator
arXiv:2606.08652v1 Announce Type: cross Abstract: Routine full-disk EUV imaging has been available only since the modern era, such as SOHO and SDO. To extend EUV coronal context into earlier periods, we leverage the multi-decade availability of full-disk \HeI{} observations, whose absorption is modulated by coronal irradiance and magnetic topology and is widely used as a proxy for open-field regions. We present a diffusion-based conditional image translation framework, Coronal Hole-aware...
Fresh blow to TMC as 9 councillors quit, Diamond Harbour board dissolved
In yet another setback for the Trinamool Congress ( TMC) following its rout in the recent Bengal assembly elections, the board of Diamond Harbour municipality was dissolved on Sunday. This came after nine of the party's councillors resigned, leading to the municipality going under administrative control. Diamond Harbour sub-divisional officer (SDO) Ayan Dattagupta has taken over as administrator of the civic body.
Signal-Driven Observation for Long-Horizon Web Agents
Announce Type: new Abstract: Web agents operating over long horizons ingest raw DOM and accessibility trees -- routinely tens of thousands of tokens -- at every action step, causing progressive context degradation that erodes reasoning well before tasks complete. We argue that this coupling of observation frequency to action frequency is an architectural mistake. Drawing on the insight from Recursive Language Models that querying a document outperforms reading it wholesale, we propose...