Tootfinder

C$^2$MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis
Min Cen, Zhenfeng Zhuang, Yuzhe Zhang, Min Zeng, Baptiste Magnier, Lequan Yu, Hong Zhang, Liansheng Wang
https://arxiv.org/abs/2509.20152

C$^2$MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis
Graph-based Multiple Instance Learning (MIL) is widely used in survival analysis with Hematoxylin and Eosin (H\&E)-stained whole slide images (WSIs) due to its ability to capture topological information. However, variations in staining and scanning can introduce semantic bias, while topological subgraphs that are not relevant to the causal relationships can create noise, resulting in biased slide-level representations. These issues can hinder both the interpretability and generalization of the …

Lateral disorder in Langmuir monolayers: theoretical derivations and grazing-incidence X-ray diffraction
L. R. Muftakhova, K. V. Nikolaev, A. V. Rogachev, N. N. Novikova, B. I. Ostrovskii, S. N. Yakunin
https://arxiv.org/abs/2509.20130

Lateral disorder in Langmuir monolayers: theoretical derivations and grazing-incidence X-ray diffraction
Recent studies of the self-assembly of Langmuir monolayers have revealed novel forms of lateral molecular ordering. Such studies typically involve the use of grazing-incidence synchrotron radiation scattering, and the lateral order manifests itself as distinct diffraction patterns. The more intricate the molecular organization, the more complicated the corresponding diffraction pattern is. To the point where standard analysis, i.e., identifying peak positions and solving the crystal structure, …

Google details a new implementation of generative UI that lets Gemini 3 Pro build interactive interfaces for any prompt, launching in the Gemini app and AI Mode (Google Research)
https://research.google/blog/generative-ui-a-rich-cus…

Generative UI: A rich, custom, visual interactive user experience for any prompt

Nulling baryonic feedback in weak lensing surveys using cross-correlations with fast radio bursts
Calvin Leung, Josh Borrow, Kiyoshi W. Masui, Shion Andrew, Kai-Feng Chen, Joop Schaye, Matthieu Schaller
https://arxiv.org/abs/2509.19514

Nulling baryonic feedback in weak lensing surveys using cross-correlations with fast radio bursts
Baryonic feedback is a leading contaminant in studying dark matter and cosmology using cosmic shear. This has meant omitting much of the data during cosmological inference, or forward-modeling the spatial distribution of gas around dark matter halos using analytical or hydrodynamical models for baryonic feedback, which introduces nuisance parameters and model dependence. We propose a novel method of ``baryon nulling'' using cross-correlations between shear maps and fast radio burst (FRB) disper…

Looking for suggestions how to defend your democracy?
Some great suggestions here. Keep talking to strangers, participate in society and, for Europeans, *Keep Regulating #UStech"
Intro in Danish, Interview with @… in English starts at 6 mins.
#DigitalSovereignty #SovereignSocialMedia
https://fediscience.org/@Ruth_Mottram/115401865282856120
Langsomme samtaler: Timothy Snyder: Trump forestiller sig et militært diktatur, hvor han selv skal være diktatoren
Episode webpage: https://samtaleromusa.podbean.com/e/timothy-snyder-trump-forestiller-sig-et-militært-diktatur-hvor-han-selv-skal-være-diktatoren/

https://www.instagram.com/p/DSbtXuCCe9Y/?utm_source=ig_web_copy_link&igsh=NTc4MTIwNjQ2YQ==

Japan Daily on Instagram: "Marty Friedman, an American musician based in Japan, visited a junior high school in Chiba at an event organized by local police to promote coexistence with foreigners. Speaking to first-year students, he said that 99.9% of foreigners who come to Japan are not dangerous and are often eager to communicate with Japanese people. He encouraged students to learn foreign languages and approach others without fear. Friedman also shared a personal story about forgetting his wallet in Japan, highlighting the country’s honesty. The event aimed to help young people understand cultural differences as foreign visitors and workers increase. Learning with empathy can reduce tension and improve everyday interactions. Source:TOKYO NP"
2,062 likes, 113 comments - japandaily_jp on December 18, 2025: "Marty Friedman, an American musician based in Japan, visited a junior high school in Chiba at an event organized by local police to promote coexistence with foreigners. Speaking to first-year students, he said that 99.9% of foreigners who come to Japan are not dangerous and are often eager to communicate with Japanese people. He encouraged students to learn foreign languages and approach others without fear. Friedman also shar…

Ukrainian national Artem Aleksandrovych Stryzhak pleaded guilty to his role in launching Netflix ransomware attacks. He faces a maximum penalty of ten years in prison.
https://www.justice.gov/opa/pr/ukrainian-national-…

Ukrainian National Pleads Guilty to Conspiracy to Use Nefilim Ransomware to Attack Companies in the United States and Other Countries
A Ukrainian national pleaded guilty today to one count of conspiracy to commit computer fraud for his role in a series of international ransomware attacks.

Frame-Stacked Local Transformers For Efficient Multi-Codebook Speech Generation
Roy Fejgin, Paarth Neekhara, Xuesong Yang, Edresson Casanova, Ryan Langman Jaehyeon Kim, Subhankar Ghosh, Shehzeen Hussain, Jason Li
https://arxiv.org/abs/2509.19592

Frame-Stacked Local Transformers For Efficient Multi-Codebook Speech Generation
Speech generation models based on large language models (LLMs) typically operate on discrete acoustic codes, which differ fundamentally from text tokens due to their multicodebook structure. At each timestep, models must predict N codebook entries jointly, introducing dependencies that challenge simple parallel prediction approaches. Parallel prediction assumes independence among codebooks, yielding efficient decoding but often at the cost of reduced fidelity. To address this, hierarchical stra…

Nineteen-year-old Michael Donald was walking to a store in 1981
when two members of the United Klans of America abducted the Black youth,
beat him, cut his throat and hung his body from a tree on a residential street in Mobile, Alabama.
Angry that an interracial jury had failed to convict a Black man for killing a white police officer in Birmingham,
the Klansmen selected Donald at random
and lynched him to threaten the Black community.
On the same evening…

Donald v. United Klans of America
Michael Donald Lynching Case Shutting down the notorious United Klans Nineteen-year-old Michael Donald was walking to a store in 1981 when two members of the United Klans of America abducted the Black youth, beat him, cut his throat and hung his body from a tree on a residential street in Mobile, Alabama. Angry that an interracial jury had failed to convict a Black man for killing a white police officer in Birmingham, the Klansmen selected Donald at random and lynched him to threaten the B…

CRTC consults to help Canadians resolve Internet, cellphone and television service complaints faster - Canada.ca
https://www.canada.ca/en/radio-television-teleco…