Tootfinder

WaterFlow: Explicit Physics-Prior Rectified Flow for Underwater Saliency Mask Generation
Runting Li, Shijie Lian, Hua Li, Yutong Li, Wenhui Wu, Sam Kwong
https://arxiv.org/abs/2510.12605

WaterFlow: Explicit Physics-Prior Rectified Flow for Underwater Saliency Mask Generation
Underwater Salient Object Detection (USOD) faces significant challenges, including underwater image quality degradation and domain gaps. Existing methods tend to ignore the physical principles of underwater imaging or simply treat degradation phenomena in underwater images as interference factors that must be eliminated, failing to fully exploit the valuable information they contain. We propose WaterFlow, a rectified flow-based framework for underwater salient object detection that innovatively…

Selenskyj: Ukraine rückt in Region Sumy vor
Die ukrainischen Streitkräfte rücken laut Präsident Wolodymyr Selenskyj in den Grenzgebieten der nördlichen Region Sumy vor. In dem Gebiet versuchen russische Truppen seit Monaten, Fuß zu fassen. Zudem erlitten die russischen Streitkräfte laut Oberbefehlshaber Olexander Syrskyj in den Regionen Donezk und Charkiw erhebliche Verluste.
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Image of a quantum-corrected black hole without Cauchy horizons illuminated by a static thin accretion disk
Shilong Huang, Jiawei Chen, Jinsong Yang
https://arxiv.org/abs/2510.09956

Image of a quantum-corrected black hole without Cauchy horizons illuminated by a static thin accretion disk
Latest advances in effective quantum gravity propose a quantum-corrected black hole solution that avoids Cauchy horizons. In this paper, we study the image of the black hole and explore the influence of the quantum parameter $ζ$ on its image. First, we investigate the influence of $ζ$ on the event horizon, photon sphere, critical impact parameter, and innermost stable circular orbit associated with the black hole. We find that all these quantities exhibit an increase with increasing $ζ$. Mea…

The Dark Energy Bedrock All-Sky Supernova Program: Motivation, Design, Implementation, and Preliminary Data Release
Nora F. Sherman, Maria Acevedo, Dillon Brout, Bailey Martin, Daniel Scolnic, Dingyuan Cao, Christopher Lidman, Noor Ali, Patrick Armstrong, K. Auchett, Rebecca C. Chen, Alex Drlica-Wagner, Peter S. Ferguson, Kenneth Herner, Gautham Narayan, Erik R. Peterson, Liana Rauf, Armin Rest, Adam G. Riess, Masao Sako, Brian Schmidt, Xianzhe TZ Tang, Brad E. Tucker

The Dark Energy Bedrock All-Sky Supernova Program: Motivation, Design, Implementation, and Preliminary Data Release
Precise measurements of Type Ia supernovae (SNe Ia) at low redshifts ($z$) serve as one of the most viable keys to unlocking our understanding of cosmic expansion, isotropy, and growth of structure. The Dark Energy Bedrock All-Sky Supernovae (DEBASS) program will deliver the largest uniformly calibrated low-$z$ SN Ia data set in the southern hemisphere to date. DEBASS utilizes the Dark Energy Camera to image supernovae in conjunction with the Wide-Field Spectrograph (WiFeS) to gather comprehens…

Crosslisted article(s) found for cs.AI. https://arxiv.org/list/cs.AI/new
[4/8]:
- D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition
Yiyang Huang, Yizhou Wang, Yun Fu

Scaling Learned Image Compression Models up to 1 Billion
Yuqi Li, Haotian Zhang, Li Li, Dong Liu, Feng Wu
https://arxiv.org/abs/2508.09075 https://arxiv.or…

Scaling Learned Image Compression Models up to 1 Billion
Recent advances in large language models (LLMs) highlight a strong connection between intelligence and compression. Learned image compression, a fundamental task in modern data compression, has made significant progress in recent years. However, current models remain limited in scale, restricting their representation capacity, and how scaling model size influences compression performance remains unexplored. In this work, we present a pioneering study on scaling up learned image compression mode…

Selenskyj sieht keinen Friedenswillen - Tote in Cherson
Der ukrainische Präsident Wolodymyr Selenskyj sieht vor dem USA-Russland-Gipfel keine Bereitschaft Moskaus, den Krieg in seinem Land zu beenden. Europa, die USA und die Ukraine müssten Russland zu einem Frieden zwingen, dazu brauche es mehr Druck, teilte Selenskyj bei Telegram mit. "Dieser Krieg muss enden. Es muss Druck auf Russland ausgeübt w…
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Foraging with the Eyes: Dynamics in Human Visual Gaze and Deep Predictive Modeling
Tejaswi V. Panchagnula
https://arxiv.org/abs/2510.09299 https://arxiv.or…

Foraging with the Eyes: Dynamics in Human Visual Gaze and Deep Predictive Modeling
Animals often forage via Levy walks stochastic trajectories with heavy tailed step lengths optimized for sparse resource environments. We show that human visual gaze follows similar dynamics when scanning images. While traditional models emphasize image based saliency, the underlying spatiotemporal statistics of eye movements remain underexplored. Understanding these dynamics has broad applications in attention modeling and vision-based interfaces. In this study, we conducted a large scale huma…