Lihan TONG,Weijia LI,Qingxia YANG,Liyuan CHEN,Peng CHEN, Vol.E107-D, No.11, pp.1472-1475
We present Ksformer, utilizing Multi-scale Key-select Routing Attention (MKRA) for intelligent selection of key areas through multi-channel, multi-scale windows with a top-k operator, and Lightweight Frequency Processing Module (LFPM) to enhance high-frequency features, outperforming other dehazing methods in tests.
Publication Date: 2024/11/01

A hazing-related student death at Bowling Green State University has renewed conversations about hazing on college campuses.; Credit: Adam Lacy/Icon Sportswire via Getty Images

There were zero reported deaths from college hazing incidents in 2020, but as campuses reopen to students, there have already been two hazing-related deaths this year. Eight men face a range of charges, including involuntary manslaughter, reckless homicide, evidence tampering and failure to comply with underage alcohol laws, after Stone Foltz, a sophomore at Bowling Green State University, died on March 7 of alcohol poisoning.

At a news conference on April 29, Wood County Prosecutor Paul Dobson described the fraternity event in which initiates were told to drink 750 milliliters of hard alcohol — or about 40 shots, according to Hank Nuwer, author of Hazing: Destroying Young Lives. Dobson said Foltz's death was "the result of a fatal level of alcohol intoxication during a hazing incident."

Experts like Nuwer are concerned that as students return to in-person learning and are eager to take part in "the college experience," more hazing-related deaths may be on the way.

"There seems to be a disconnect — not seeing that alcohol-related hazing can kill," he says.

Nuwer is a professor emeritus of journalism at Franklin College and the author of five books on hazing. He spoke with NPR's All Things Considered about how the Stone Foltz case could reshape hazing prosecution, how college campuses create a "perfect storm" for hazing and how to put an end to the practice, once and for all.

This interview has been edited for length and clarity.

Interview Highlights

On the legal history of prosecuting hazing

There've been charges all along, but often they get dropped or they're unsuccessful. I would consider this to be a landmark case because of the possibility of at least five years of imprisonment, if the prosecutor is successful.

We have 44 state laws out there on hazing, but some are very, very weak. And Ohio's is weak now, but they're trying to strengthen it after a death at Ohio University [in 2018] and now Bowling Green.

On what the return to college campuses means for hazing

What I'm seeing is, in effect, we have two freshmen classes in that the sophomores have been taking online classes. Now they're going to be out there, and they haven't had any hazing or alcohol education programs. They're coming out there with a gusto because now they're the people of status, who have power over these pledges. And then the regular freshman class is coming in, all excited as usual, and we've seen so many times where a death occurs within the first couple of days of the students on campus, sometimes before they've taken a single class.

On the challenges to end fraternity hazing

In my opinion, campuses are the perfect storm for something like this because we're all about status and power. All of these obstacles have led to today, when alcohol has been added to the mix. There wasn't a single alcohol death before 1940. Now, it's one of the most major [causes of hazing-related deaths]. There were 62 deaths from 2009 to 2021; 39 were alcohol related.

On whether this is a chance for colleges to reset this part of campus culture

I want a hard approach. You have to go after the alumni who are encouraging this. You have to punish all of the hazing — not temporarily. This tradition has to stop, and it can't be looked at as tradition. As Mr. [Paul] Dobson, the prosecutor, is doing in the Stone Foltz case: You have to prosecute to the fullest extent [of the law].

This content is from Southern California Public Radio. View the original story at SCPR.org.

Two high school basketball coaches and an assistant principal/athletic director are facing criminal charges stemming from an alleged hazing incident that resulted in the hospitalization of a 15-year-old boy.

Nebraska Gov. Pete Ricketts signed a bill into law Wednesday that expands the state's anti-hazing regulations to elementary, middle, and high schools rather than just post-secondary institutions.

Image dehazing is an ill-posed problem that has been extensively studied in the recent years. The objective performance evaluation of the dehazing methods is one of the major obstacles due to the lacking of a reference dataset. While the synthetic datasets have shown important limitations, the few realistic datasets introduced recently assume homogeneous haze over the entire scene. Since in many real cases haze is not uniformly distributed we introduce NH-HAZE, a non-homogeneous realistic dataset with pairs of real hazy and corresponding haze-free images. This is the first non-homogeneous image dehazing dataset and contains 55 outdoor scenes. The non-homogeneous haze has been introduced in the scene using a professional haze generator that imitates the real conditions of hazy scenes. Additionally, this work presents an objective assessment of several state-of-the-art single image dehazing methods that were evaluated using NH-HAZE dataset.

This paper reviews the NTIRE 2020 Challenge on NonHomogeneous Dehazing of images (restoration of rich details in hazy image). We focus on the proposed solutions and their results evaluated on NH-Haze, a novel dataset consisting of 55 pairs of real haze free and nonhomogeneous hazy images recorded outdoor. NH-Haze is the first realistic nonhomogeneous haze dataset that provides ground truth images. The nonhomogeneous haze has been produced using a professional haze generator that imitates the real conditions of haze scenes. 168 participants registered in the challenge and 27 teams competed in the final testing phase. The proposed solutions gauge the state-of-the-art in image dehazing.

A report into hazing at the University of New England finds female students were pressured into sexual acts, "slapped on the arse" by a line of men before entering a party and told to lock their doors at night.

Three high school basketball players in Tennessee were charged with aggravated rape and aggravated assault in late December after allegedly sending one of their 15-year-old teammates to the hospital.

Two high school basketball coaches and an assistant principal/athletic director are facing criminal charges stemming from an alleged hazing incident that resulted in the hospitalization of a 15-year-old boy.

Nebraska Gov. Pete Ricketts signed a bill into law Wednesday that expands the state's anti-hazing regulations to elementary, middle, and high schools rather than just post-secondary institutions.