Google TrendCHAMPIONS LEAGUE SCHEDULE (500+) — Champions League Matchday 2: Key stats and what to look out for in every game
The 24/7 Global Portal

World News, Markets & Google Trends

Aggregated real-time headlines, trending Google search queries, and verified dispatches in one single page.

Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Knowledge-guided adaptati" (30 stories)

Top Headline Story

Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness
Lead StoryNaturetech
Dec 12, 2025

Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBGQi1MMUV4Um9QLWdCNENiVHBtNDdsa1hPd3ZscDVpX3JVSC1lcDNIMTlFclF1SmZJRUNDb3FLSW9Ta0FYeUZvbjNNbmFac1hxYl9oamFvdnoxNEhaaUlN?oc=5" target="_blank">Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness</a>  <font color="#6f6f6f">Nature</font>

Real-time search volume
500+22m ago

champions league schedule

Champions League Matchday 2: Key stats and what to look out for in every game

500+32m ago

matthew stone sr

Victims of Pennsylvania mass shooting included pregnant daughter of gunman

500+32m ago

geomagnetic storm aurora visibility northern us

Northern Lights Forecast: Aurora Could Be Visible From These 10 States Monday

5000+52m ago

selma blair

Selma Blair Arrested, Attacks Flight Crew After Trying to Open Plane Door Mid-Air

Search Results for "Knowledge-guided adaptati"

Updated every 3 minutes via FreeNewsApi, GNews, Currents API & Google News

29 stories displayed
Vol. 40 No. 10: AAAI-26 Technical Tracks 10
The Association for the Advancement of Artificial Intelligencetech

Vol. 40 No. 10: AAAI-26 Technical Tracks 10

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE52VjYtVW1KY2hsNGpWczR1V1F5Y0hCVGZsQUVOV1ZrYzVMb2pJaVdSZkZzR0RaeE13dGp2SzhuSGZXWDY0aGh4cHE5T09GU2JWNzZWOGZmQXNnSE9lTV9J?oc=5" target="_blank">Vol. 40 No. 10: AAAI-26 Technical Tracks 10</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Knowledge‐Guided Machine Learning for Global Change Ecology Research
Wiley Online Librarygeneral

Knowledge‐Guided Machine Learning for Global Change Ecology Research

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTFBtQkVLZkZSMFRjdXZXLXhWWjNXN0VVb2MzVDl2X0swLWVGREV0ZkdSbHRrN05sN3dtaEVyYTBSa0hQTlp6TnU4akVGSjgtRXRDY2NZSkxUdjNOX0h5RlhXQUtxZG1lOXRZTWc?oc=5" target="_blank">Knowledge‐Guided Machine Learning for Global Change Ecology Research</a>  <font color="#6f6f6f">Wiley Online Library</font>

Text-guided few-shot liver and tumor segmentation
Frontiersgeneral

Text-guided few-shot liver and tumor segmentation

<a href="https://news.google.com/rss/articles/CBMilwFBVV95cUxOT2RlV3BSd3JSWEl6d1FyTmhjTFZ4N1NCNk1saVptRVE3R3FwdDRiUVlNcGVJbV83bU5EcXV4QjlYTURDa3gwUHdEQXpVcF9TUUpWQm5WNE5URmZ3c0J4blRFNktSODN3YW9vSmtWNHQ0QkNNX1hNZTR5LTA0UTFNblYzdGVyZkN4LUtvSlNsc3Y4WUdCUGJN?oc=5" target="_blank">Text-guided few-shot liver and tumor segmentation</a>  <font color="#6f6f6f">Frontiers</font>

Knowledge-guided multimodal reasoning framework for intelligent power grid maintenance
Naturetech

Knowledge-guided multimodal reasoning framework for intelligent power grid maintenance

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA3QWN6MGhNMTlHamxhVG05VFJxVkt0U2UwZThHV3NrYzNpWXFuZkYzSHBUTTh4UmtESHQ1cUl5ZVh0RXVsaWpGYk9kNTlHbGZYbWRJNlU0TzhDNkRWZF9J?oc=5" target="_blank">Knowledge-guided multimodal reasoning framework for intelligent power grid maintenance</a>  <font color="#6f6f6f">Nature</font>

AI Model Could Revolutionize Flood Forecasting | Newswise
Newswisetech

AI Model Could Revolutionize Flood Forecasting | Newswise

<a href="https://news.google.com/rss/articles/CBMihwFBVV95cUxOckwwNlZ6T0hkc0RyaHNteUlnclZFUlRYcGJzbTlac1YwVUx1ZmdLTVR3a3ItdlRmQ0Z0bzJSTlIwLUtrVk9YU0xUSnVMUm45aEVmekxPN1BPYkVuOXZMQ2FLUzVkSXAtdFk3ZjdINkFmVHFIcHNFQlZIaHpJdExpLTdBellOUVHSAYcBQVVfeXFMTnJMMDZWek9IZHNEcmhzbXlJZ3JWRVJUWHBic205WnNWMFVMdWZnS01Ud2tyLXZUZkNGdG8yUk5SMC1La1ZPWFNMVEp1TFJuOWhFZnpMTzdQT2JFbjl2TENhS1M1ZElwLXRZN2Y3SDZBZlRxSHBzRUJWSGh6SXRMaS03QXpZTlFR?oc=5" target="_blank">AI Model Could Revolutionize Flood Forecasting | Newswise</a>  <font color="#6f6f6f">Newswise</font>

Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients
The Association for the Advancement of Artificial Intelligencetech

Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBwYm45QzhIRHNNNHp1T3lqX2QtR0RVcjBHV1FZWTAwa0J5WEhSdU91cTl1dDBMb25OcFR3OS1meTFyYUtCZnhzaUlzX3hjT3JXZ2NGUGQzWWV4Wk5YSVBUWFNISUQ?oc=5" target="_blank">Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Dual knowledge-guided data augmentation for robust clinical prediction models
Naturegeneral

Dual knowledge-guided data augmentation for robust clinical prediction models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBvRDAwaF8xbWlQOG9sa09QU3lDSFBHOG5lbFlSOUhNWDFRNFAyTnhyRUNXQkdDQWJneHpsS0d5V0tfVXQ4UVJDaXBhMnFLcXZ0OFVKUVBwaVF3R24yUGVn?oc=5" target="_blank">Dual knowledge-guided data augmentation for robust clinical prediction models</a>  <font color="#6f6f6f">Nature</font>

Reconnecting literary knowledge and pedagogical practice through peer-guided multimodal reading: a program report on the LITERATE initiative for classical literature education
Frontiersgeneral

Reconnecting literary knowledge and pedagogical practice through peer-guided multimodal reading: a program report on the LITERATE initiative for classical literature education

<a href="https://news.google.com/rss/articles/CBMikAFBVV95cUxPVDhXdmRscXRKSjFBdUVReGdoSG9UM042dE9HYWFUY0cyV0dHTmpPU2wwQlg2UWl2SHVucXB6bExnOGRJMlNldkpiRnRFM0dTSXVkWVZXLUdzU205YjhRS1pJMkxyZDlBaEp2WWt2eFVvN3dXZFZEUmlUelVzay1uYmw4ZEktYW1mdkNVZ0QzY1Y?oc=5" target="_blank">Reconnecting literary knowledge and pedagogical practice through peer-guided multimodal reading: a program report on the LITERATE initiative for classical literature education</a>  <font color="#6f6f6f">Frontiers</font>

Domain Adaptation Guided Infrared and Visible Image Fusion
The Association for the Advancement of Artificial Intelligencetech

Domain Adaptation Guided Infrared and Visible Image Fusion

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBDdlY3RHVRelFGSU9hckhmWEFkaDhzUGRSa2NsUmFONmRuZEI0ampyUFpWc3dEMXdZaW9rT2t0eG45eDlHa002YlhNVWllRTdIX1h6LVptU0ZITjlvTDFucEZlVWY?oc=5" target="_blank">Domain Adaptation Guided Infrared and Visible Image Fusion</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Prior knowledge-guided multimodal deep learning system for biomarker exploration and prognosis prediction of urothelial carcinoma
Naturegeneral

Prior knowledge-guided multimodal deep learning system for biomarker exploration and prognosis prediction of urothelial carcinoma

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB6OVZiS3g4MGVQRVNxaVRQbmlvWk5TUWgtOWFQaUszVC1LczJ5ZE8weU5URDFVMFBKVXFUT0tIN18tQkhHTlFMNWV4WjE1SHlPdW9nZUFwZUNYYkQwc3c0?oc=5" target="_blank">Prior knowledge-guided multimodal deep learning system for biomarker exploration and prognosis prediction of urothelial carcinoma</a>  <font color="#6f6f6f">Nature</font>

Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator
The Association for the Advancement of Artificial Intelligencetech

Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE56OWxaX0hyZVhLNldWbU1oWklRWlFYcllkRFBXcjkwS1BMT0MwRHNuc015Wjlpd2VJWlVMQ1ROVWx0ZnJwTU9ST2FQV2w3Z3NSRS05SnB3QVNoa3lla2ZJTUt3aFE?oc=5" target="_blank">Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Vol. 40 No. 1: AAAI-26 Technical Tracks 1
The Association for the Advancement of Artificial Intelligencetech

Vol. 40 No. 1: AAAI-26 Technical Tracks 1

<a href="https://news.google.com/rss/articles/CBMiXkFVX3lxTE1nNjdLb3lmamJZazJhdTZGLVo5dXhuUVlwYXNsaVBFUlRoNENmaUYxMkVYXzJ0Y3VyTS1HV2ZiQXc2T29aN0RVLTdtNTdCT2pNWTg1ZFRBV01HdFhDSGc?oc=5" target="_blank">Vol. 40 No. 1: AAAI-26 Technical Tracks 1</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Design and implementation of a fine-grained detection method for Qinghai Lake birds via fusion of knowledge guidance and feature enhancement
Naturetech

Design and implementation of a fine-grained detection method for Qinghai Lake birds via fusion of knowledge guidance and feature enhancement

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5CaUxUTEp4ZF9FOWlZb2ZLeng0VEswOXJfT09yQlljN0N3ZjFacDlvUTVGQnhNV29LNnBmOG5LVTBBSVdpQ0JuTXc5QVotTXFNUkZXN3pFV0VlTWE0TXBB?oc=5" target="_blank">Design and implementation of a fine-grained detection method for Qinghai Lake birds via fusion of knowledge guidance and feature enhancement</a>  <font color="#6f6f6f">Nature</font>

Vol. 40 No. 14: AAAI-26 Technical Tracks 14
The Association for the Advancement of Artificial Intelligencetech

Vol. 40 No. 14: AAAI-26 Technical Tracks 14

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE82NVkyVkRJOXVmakt5ekhveW0yeEVmcUxvNUQ5eFpCcDBrSW0xLWdNbHpmMjF6MHdCOFh4S1N1NF9YeW5lTGVZTFJMc3lVTmN5alc4Y19ZNWZpNm1OMWxj?oc=5" target="_blank">Vol. 40 No. 14: AAAI-26 Technical Tracks 14</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Knowledge graph enhanced cross modal generative adversarial network for martial arts motion reconstruction and heritage preservation
Naturegeneral

Knowledge graph enhanced cross modal generative adversarial network for martial arts motion reconstruction and heritage preservation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9xVGdZeXJpaGNoMW81dmJiVnBxZGREUEF4R2w3X0F5VlB4REJOcjV5R08ySXpobVlpRWEyYUJNdDFCRGpzTzB1S3F6aEg1NVdqbnFmWjlqVUkwdmtZbDRZ?oc=5" target="_blank">Knowledge graph enhanced cross modal generative adversarial network for martial arts motion reconstruction and heritage preservation</a>  <font color="#6f6f6f">Nature</font>

The construction and refined extraction techniques of knowledge graph based on large language models
Naturetech

The construction and refined extraction techniques of knowledge graph based on large language models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5ndGVNckNLVFhhU0p0OEpDb19ZeGVqVWFlMTVnVlVVLWZCVUVBNFpBdlZCMmNQTDQzekVyZFpYZnh5dnhJeG5WR3hXUXF3dGJHN0lnWXliRTE2UmRvT0Nn?oc=5" target="_blank">The construction and refined extraction techniques of knowledge graph based on large language models</a>  <font color="#6f6f6f">Nature</font>

Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems
Naturegeneral

Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE13Y2N2RGxOLVljMWtpLUZMZkJTYmJHdDlKVTNQVVpvYUZKTXFiTGtFaXYxZl8zSVFmNHo4LVUxNGNvWk9ndUhfTzQxa3FDUEpJOUY1b01NVVdpY1E3Rzhr?oc=5" target="_blank">Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems</a>  <font color="#6f6f6f">Nature</font>

Precise indoor localization using a lightweight 2D-CNN with adaptive temperature guided iterative self-knowledge distillation
Naturegeneral

Precise indoor localization using a lightweight 2D-CNN with adaptive temperature guided iterative self-knowledge distillation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFAwencwelJuVnVwc3FKelJoa3FxRVJKUTV4VXpDMlMyWXFDeGROd0JoaEtNaHBJSjRYM29aVWRHQVVsaDhqeS1PdHA3RkZyVXNiR3lxclUyM0wtMGJtemZz?oc=5" target="_blank">Precise indoor localization using a lightweight 2D-CNN with adaptive temperature guided iterative self-knowledge distillation</a>  <font color="#6f6f6f">Nature</font>

A knowledge-guided pre-training framework for improving molecular representation learning
Naturetech

A knowledge-guided pre-training framework for improving molecular representation learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9IR0lPU1p4LTJhRGJ3Zzc4V0pUMFY3LUNIdjJlSHAwSFRIUElFV0NMWWZoc0xoS0pUa3ZsbjJtNUJ1LXhmeEMydDV5R0gtM21HRHc5RkVhaUJpWVVac3hZ?oc=5" target="_blank">A knowledge-guided pre-training framework for improving molecular representation learning</a>  <font color="#6f6f6f">Nature</font>

KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing
The Association for the Advancement of Artificial Intelligencegeneral

KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5TMUVoTXFhUmV0QlRkcnNzOVhjRUxzX1BYR0pFXzZSdEp0bG9pNXNmeVlhZjdONktiTkJTa1NSQmNETDI4WUY3aUE1UmIxLWhQdVlPZXNsTENvOTRPQV9TeDZmSWs?oc=5" target="_blank">KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Versatile knowledge guided network inference method for prioritizing key regulatory factors in multi-omics data
Naturegeneral

Versatile knowledge guided network inference method for prioritizing key regulatory factors in multi-omics data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8zOFFVby05blc0NjUxY0JYRmRvTFVjNkV3ZVRGUC1tM2tvTk45aWlPczY4N3hYU05yaTBrWEhKazJVc3lHV0N4Sy1Wa3ItUURzSGVzM2FWbkRtZG4zRlpF?oc=5" target="_blank">Versatile knowledge guided network inference method for prioritizing key regulatory factors in multi-omics data</a>  <font color="#6f6f6f">Nature</font>

Vol. 39 No. 1: AAAI-25 Technical Tracks 1
The Association for the Advancement of Artificial Intelligencetech

Vol. 39 No. 1: AAAI-25 Technical Tracks 1

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1KVVhuYUIyZDNDOE80MXRweEhSVDM0dVBKb1l0MEdwMDV1T3dQVzBjMnluWkk4MF9jS0E0SUlRSTZfLXlRWTZoZ010d2ZlN09aVUdBQnZFTl9rcmJKdzNz?oc=5" target="_blank">Vol. 39 No. 1: AAAI-25 Technical Tracks 1</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Metabolite annotation from knowns to unknowns through knowledge-guided multi-layer metabolic networking
Natureworld

Metabolite annotation from knowns to unknowns through knowledge-guided multi-layer metabolic networking

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBZVzNNV0RDNV8wVkw2a0ZSU2lYSWdlbGNnVjFyNnNmb1k2dTFMOUtTelkyNURCVzB4QUo1blJ6LU9oZHJoa0hFME01YXVuSTNQSW1ZcUJEWU5xLXNsYnMw?oc=5" target="_blank">Metabolite annotation from knowns to unknowns through knowledge-guided multi-layer metabolic networking</a>  <font color="#6f6f6f">Nature</font>

Cosine similarity-guided knowledge distillation for robust object detectors
Naturegeneral

Cosine similarity-guided knowledge distillation for robust object detectors

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1OWktCbkRDUzVETXkyaHRXUVlmeWZaUWJpNXRuWU96emc5Q1BkUDktU2xTelhjOWcyRllHRmEtVE41cDk1cGtTTTg0NG1yV0d1djJTOXVZNEd1dTlyaUVR?oc=5" target="_blank">Cosine similarity-guided knowledge distillation for robust object detectors</a>  <font color="#6f6f6f">Nature</font>

CuTCP: Custom Text Generation-based Class-aware Prompt Tuning for visual-language models
Natureworld

CuTCP: Custom Text Generation-based Class-aware Prompt Tuning for visual-language models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5LbVBiVXdWM2V5ZDQxNFNWSjJ5aXAxalVUb2pGMThvY3VtenVEMTk1LVlWSEs4N2tDX3VERXp5MTZRRVZLSmpGTHZrYmE2amRxc0NWR1hJbDR1MHJhN0hJ?oc=5" target="_blank">CuTCP: Custom Text Generation-based Class-aware Prompt Tuning for visual-language models</a>  <font color="#6f6f6f">Nature</font>

The Business Leaders Guide to Climate Adaptation & Resilience
The World Business Council for Sustainable Development (WBCSD)science

The Business Leaders Guide to Climate Adaptation & Resilience

<a href="https://news.google.com/rss/articles/CBMilwFBVV95cUxOTVRwX05pdm1Yb1lCdXhzb0dESDNRWVRISjdTWm9MdzdZeGxVTm1QSU4xaXRjTGJIUDk1aTMzMDZEOXFXLWNxTGkyS2JwUVRaVHhPclN1QmNaSHhzU2VrZFNwUlU3bWFtNmE1d0k3X2toMDAyOVR1elZrc1hULTVteXBzeGtva2lLeUt3NzRYQ0FwNkl0XzM4?oc=5" target="_blank">The Business Leaders Guide to Climate Adaptation & Resilience</a>  <font color="#6f6f6f">The World Business Council for Sustainable Development (WBCSD)</font>

New $15 million NSF grant launches Ohio State Imageomics Institute
Ohio State Newsworld

New $15 million NSF grant launches Ohio State Imageomics Institute

<a href="https://news.google.com/rss/articles/CBMikAFBVV95cUxOMnFtTlBSWU1fVl9lOTZWT1VvbGp3c2s2ZTE2cFA0SlRnV1AyaWlSNFZmcHN6MS0ydDNsT3h1R3F4azBmSXNfbFdhVmtRajNuTWZHNnJ6TUlHQXpSR0xHVVZBbFk5Yk1ldWhKVHhFZF92d3VoM3RvbHU5Ti1sOWNzekV6Y1lwM1FDMl81NmVscW0?oc=5" target="_blank">New $15 million NSF grant launches Ohio State Imageomics Institute</a>  <font color="#6f6f6f">Ohio State News</font>

A predictive approach to enhance time-series forecasting
Naturegeneral

A predictive approach to enhance time-series forecasting

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5OcGhMemJmZ0k2dF9vSnRXVjdrSHp6TGdPZjhXX3NxM3UyQnd4aHJMR0k4RlBCdVFkWmpzNnpiNjBzOWVnN3lqUzhEWVFIdEp1cE9BN1JZc0xvZ3lhQTFr?oc=5" target="_blank">A predictive approach to enhance time-series forecasting</a>  <font color="#6f6f6f">Nature</font>

Online knowledge distillation network for single image dehazing
Naturegeneral

Online knowledge distillation network for single image dehazing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBTd3gyWUp2NFdyR3VUdGx2ZmhTbzNNWHkwNGk1cGRFOE0tVmhZN1VwM1I3V3pITWVPWFF2YkV6R0dYVkxoSnlDbXJNNk5QbkZ4Y0IweDlyX0xrcmF5eXFF?oc=5" target="_blank">Online knowledge distillation network for single image dehazing</a>  <font color="#6f6f6f">Nature</font>

"Knowledge-guided adaptati" — Live Google News Trends & Headlines