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@arXiv_csCL_bot@mastoxiv.page
2025-09-24 10:36:54

Financial Risk Relation Identification through Dual-view Adaptation
Wei-Ning Chiu, Yu-Hsiang Wang, Andy Hsiao, Yu-Shiang Huang, Chuan-Ju Wang
arxiv.org/abs/2509.18775

Financial Risk Relation Identification through Dual-view Adaptation
A multitude of interconnected risk events -- ranging from regulatory changes to geopolitical tensions -- can trigger ripple effects across firms. Identifying inter-firm risk relations is thus crucial for applications like portfolio management and investment strategy. Traditionally, such assessments rely on expert judgment and manual analysis, which are, however, subjective, labor-intensive, and difficult to scale. To address this, we propose a systematic method for extracting inter-firm risk re…

@arXiv_astrophEP_bot@mastoxiv.page
2025-09-24 08:30:14

Simulations of multiple dust ring formation in a subsolar-metallicity protoplanetary disk
Ryoki Matsukoba, Eduard I. Vorobyov, Takashi Hosokawa
arxiv.org/abs/2509.18449

Simulations of multiple dust ring formation in a subsolar-metallicity protoplanetary disk
Super-Earths exist around subsolar-metallicity host stars with a frequency comparable to that around solar-metallicity stars, suggesting efficient assembly of dust grains even in metal-deficient environments. In this study, we propose a pathway for the formation of multiple dust rings that will promote planetesimal formation in a subsolar-metallicity disk. We investigate the long-term evolution of a circumstellar disk with 0.1 $Z_{\odot}$ over 750 kyr from its formation stage using two-dimensio…

@andycarolan@social.lol
2025-11-24 08:23:49

Norway's largest Pokémon Trading Card Game database, asked me to help update their community site branding with a new logo, a fresh new banner and a logo for the busy forum, PokéSnakk.
#design #illustration #portfolio #Pokemon #branding

@compfu@mograph.social
2025-12-15 16:25:15

I love how Fediverse apps like #Peertube and Mastodon are connected and you can like videos from Mastodon. However, the user experience sucks. If I'm on a Peertube page I need to have an account on that server to be able to like videos.
To avoid that, I need to paste the Peertube URL into Mastodon's search to see the video's post and I can like it from there.

@Dragofix@veganism.social
2025-10-14 00:34:51

Big Oil isn’t part of the clean energy push, despite its claims, study shows news.mongabay.com/short-articl

Big Oil isn’t part of the clean energy push, despite its claims, study shows
A new study that mapped the portfolios of the world’s 250 biggest oil and gas companies found their deployment of renewable energy is paltry: they’re responsible for just 1.42% of the global renewable energy capacity in operation. Despite announcing ambitious plans to embrace renewables, a mere 0.1% of the primary energy they produce comes from […]

@blackknight95857669@social.linux.pizza
2025-10-16 16:25:19

Currently sitting in a little park near the auto shop I've been going to for the better part of a decade. Which, definitely still a Protip: search out the best indie shop you can find in your area. Stay away from the chains. My credit card balance might be about to eat a fat bill (thank fuck I have the option even tho I hate it lol) but it's worth the money for the piece of mind knowing a real pro did the work.
Was an exciting short trip over here from home 😀 Basically 5mph un…

@primonatura@mstdn.social
2025-10-14 10:00:40

"Big Oil isn’t part of the clean energy push, despite its claims, study shows"
#FossilFuels #Climate #ClimateChange

Big Oil isn’t part of the clean energy push, despite its claims, study shows
A new study that mapped the portfolios of the world’s 250 biggest oil and gas companies found their deployment of renewable energy is paltry: they’re responsible for just 1.42% of the global renewable energy capacity in operation. Despite announcing ambitious plans to embrace renewables, a mere 0.1% of the primary energy they produce comes from […]

@boris@cosocial.ca
2025-12-11 17:30:41

Where should we recommend events & community host long videos that isn't YouTube?
* Vimeo - paid, embeds work, recently acquired is a bad sign
* @… - free, no embeds
* BunnyCDN - paid, lots of options including APIs, no embeds
* Peertube - self-hosted, no embeds
Full write up in the forum

Video on Demand (VOD) options for ATProto
We were discussing video hosting for later playback aka “video on demand” VOD for videos from ATProto events to embed on web pages and attach to posts. Note: Stream.place is great for streaming! VOD is on the roadmap. What options are there for storing and playback of videos? Hosted Vimeo Has been a good platform for many years. Recently bought by Bending Spoons, so likely going to get worse. Might be OK for the short term. Example from EuroSky Live “showcase” page: Videos are …

@Stomata@social.linux.pizza
2025-10-05 02:36:06

Good job now peertube looks shit on mobile devices.
I need to call ublock origin to make it usable. Make these element go away if I don't click them after sometime or make them smaller.
Open in app ? Seriously?
@… #peertube

This is a screenshot of a video player interface, from the platform Peertube. The video is currently paused, displaying a frame with a red circle containing a white line through it, superimposed on an American flag background. Above the video is a banner that reads "Make a difference - support this ad-free, community-driven site". Below the video player are various icons and information. There's a timestamp of “0:07:21:41” and a title that reads “Tü hüss, USA: Europäische Alternativen”, follow…
@arXiv_csLG_bot@mastoxiv.page
2025-10-13 10:42:40

CHUCKLE -- When Humans Teach AI To Learn Emotions The Easy Way
Ankush Pratap Singh, Houwei Cao, Yong Liu
arxiv.org/abs/2510.09382 arxiv.org…

CHUCKLE -- When Humans Teach AI To Learn Emotions The Easy Way
Curriculum learning (CL) structures training from simple to complex samples, facilitating progressive learning. However, existing CL approaches for emotion recognition often rely on heuristic, data-driven, or model-based definitions of sample difficulty, neglecting the difficulty for human perception, a critical factor in subjective tasks like emotion recognition. We propose CHUCKLE (Crowdsourced Human Understanding Curriculum for Knowledge Led Emotion Recognition), a perception-driven CL frame…