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Kate Middleton turns up at event but people are distracted by certain body part
Kate Middleton turns up at event but people are distracted by certain body part Kate Middleton recently turned up at an event, but people were distracted quite quickly. They couldn't take their eyes off a certain part of her body for an unlikely purpose The Princess of Wales recently turned up at an event where she met with TV legend Davina McCall. However, even though she made an appearance and mingled with guests, people were quickly distracted by a certain part of her body.
Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory
arXiv:2605.24602v2 Announce Type: replace Abstract: Multimodal large language models (MLLMs) frequently suffer from object hallucinations, yet the visual perceptual mechanism underlying this failure remains poorly understood. In this work, we reveal that hallucinations are strongly associated with a human-like attention distraction phenomenon, where humans under divided focus experience degraded visual clarity and produce inaccurate descriptions, while in models the same mechanism manifests...
Multi-modal Video Representation Alignment for Robust Self-supervised Driver Distraction Detection
Announce Type: new Abstract: Robust self-supervised learning of multi-modal video representations is critical for real-world applications such as driver distraction detection, where multiple sensors provide complementary but noisy signals. Conventional contrastive objectives, such as InfoNCE, assume all negatives are equally informative and all positives are reliable. However, this assumption is frequently violated in multi-modal data due to viewpoint changes, occlusions, or semantic overlap...
Will transfers be a distraction for England at World Cup?
England's World Cup campaign is also in the middle of a busy summer transfer window, but how much of a distraction is it?
CaliDist: Calibrating Large Language Models via Behavioral Robustness to Distraction
Announce Type: new Abstract: Existing calibration methods for Large Language Models (LLMs) often overlook a critical dimension of trustworthiness: a model's {\em behavioral robustness} to irrelevant or misleading information. In this paper, we argue that a model's true confidence should reflect its stability under cognitive pressure. We introduce \textsc{CaliDist}, a novel post-hoc calibration approach that directly measures and penalizes a model's susceptibility to distraction.
Hong Kong police to launch 2-week crackdown on distracted driving and jaywalking
Hong Kong police will launch a two-week citywide crackdown on distracted driving and jaywalking after the number of people killed in traffic accidents jumped by more than 40 per cent year on year in the first five months of 2026. The force said on Thursday that 51 people died in traffic accidents between January and May 31, up by 42 per cent from the same period last year. Pedestrians accounted for about half of the fatalities.
Kill some time with these much needed distractions
Constantly being plugged into the news grind is mentally exhausting. Sometimes we just need to take a break, unwind, and do something fun. That’s why we’ve built up a collection of distracting time-wasters for when we need a break from being obsessively online.
The maths meme that has been distracting mathematicians for a century
Almost a century ago, a mathematician came up with a puzzle that was so seemingly simple and yet so fiendishly difficult that it has been distracting other mathematicians ever since. It has become a meme that jumps from brain to brain, with many people claiming to have solved it, only to have their hopes dashed as the proof unravels. And be warned – once I explain the rules, you will immediately want to start playing around with it yourself, and I take no responsibility for how much of your...
Will transfers be a distraction for England at World Cup?
England's World Cup campaign is also in the middle of a busy summer transfer window, but how much of a distraction is it?
Will transfers be a distraction for England at World Cup?
England's World Cup campaign is also in the middle of a busy summer transfer window, but how much of a distraction is it?