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Student Capacity Moderates Knowledge Distillation Effectiveness: A Systematic Study Across ResNet Teacher-Student Pairs on CIFAR-10
arXiv:2605.31191v1 Announce Type: new Abstract: We investigate how teacher-student capacity relationships modulate knowledge distillation (KD) effectiveness in ResNet-based image classification on CIFAR-10. Across three teacher-student pairs -- R50->R18, R34->R18, and R50->R34 -- we compare Logit-KD and Feature-KD under controlled, reproducible conditions (3 seeds, mean+/-std reported throughout). We report three main findings.
Groups sue over Trump’s plan to cap graduate student loans
Groups sue over Trump’s plan to cap graduate student loans New limits on federal student loans for graduate students are set to take effect July 1 - Bookmark - CommentsGo to comments Two healthcare groups are suing President Donald Trump’s Education Department over its upcoming changes to federal student loans for graduate students. Starting July 1, federal student loans for new graduate students will be capped annually at $20,500, with an overall limit of $100,000. Graduate students in...
From Motion Signals to Insights: A Unified Framework for Student Behavior Analysis and Feedback in Physical Education Classes
Announce Type: replace Abstract: Analyzing student behavior in educational scenarios is crucial for enhancing teaching quality and student engagement. Existing AI-based models often rely on classroom video footage to identify and analyze student behavior. While these video-based methods can partially capture and analyze student actions, they struggle to accurately track each student's actions in physical education classes, which take place in outdoor, open spaces with diverse activities, and...
Student loan borrowing is 'high stakes' as new rules take effect on July 1, CFP says. What to know
Student loan borrowers who take certain steps will soon face fewer repayment and debt forgiveness pathways, due to President Donald Trump's One Big Beautiful Bill Act. "Be very careful when it comes to taking out new student loans," said Landon Warmund, a certified financial planner and certified student loan professional at Reliant Financial Services in Kansas City, Missouri. That's because those who borrow federal student loans after July 1 will go from a "legacy borrower" to a "new...
Notre Dame university halts new nursing student enrolments for another year
The University of Notre Dame Australia will not take new students for its nursing program for another year, leaving many students in limbo. Some students had enrolled in health science units after the program was cancelled for the first semester of the year, in the hope of enrolling for the second semester of 2026. One student who contacted the ABC said they were "devastated" by the news, and felt as though they had "wasted a year of life" at the university.
An ice cream parlour survives Gaza’s genocide and gives seven students hope
An ice cream parlour survives Gaza’s genocide and gives seven students hope Gaza medical and dental students sell ice cream in Khan Younis to fund their studies and keep their dreams alive. On the coastal road in Khan Younis in southern Gaza, seven university students – four in medicine, two in dentistry, one in software engineering – are behind the counter of an ice cream parlour. One student takes the orders, hastily filling ice cream cups, adding nuts and toppings before handing them over...
American college student who went missing in Japan is found dead, family confirms
American college student who went missing in Japan is found dead, family confirms The Auburn University student went missing on May 29 - Bookmark - CommentsGo to comments An American college student, who went missing eight days ago during a vacation in Japan, has been found dead, his heartbroken family revealed Saturday. James “Weston” Higginbotham, a 20-year-old Auburn University student from Alabama, disappeared May 29 while traveling in Japan with his parents and younger brother to...
Almost 20% of Australian students don't finish school—these 3 things can help them stay
Almost 20% of Australian students don't finish school—these 3 things can help them stay Sadie Harley Scientific Editor Andrew Zinin Lead Editor The latest data on Australian schooling shows about 81.5% of Year 10 students go on to Year 12. This is a modest rise of 1.6 percentage points on the previous year, but figures have been largely stable since the start of the COVID-19 pandemic. There has been decades of research on how to help students finish school.
Trump’s civil rights shake-up sparks fury as Black student programs come under fire
Trump’s civil rights shake-up sparks fury as Black student programs come under fire Under the Trump administration, efforts to address deep-rooted inequities for students of color are being cast as discriminatory against white students - Bookmark The federal government, for generations a bulwark in enforcing civil rights laws to remedy systemic discrimination against Black people and other people of color, has dramatically shifted its approach under the Trump administration. Efforts once...