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HiDe: Rethinking The Zoom-IN method in High Resolution MLLMs via Hierarchical Decoupling
arXiv:2510.00054v3 Announce Type: replace Abstract: Multimodal Large Language Models (MLLMs) have made significant strides in visual understanding tasks. However, their performance on high-resolution images remains suboptimal. While existing approaches often attribute this limitation to perceptual constraints and argue that MLLMs struggle to recognize small objects, leading them to use "zoom in" strategies for better detail, our analysis reveals a different cause: the main issue is not...
Rocket goes boom, satellite cameras zoom: Explosive Blue Origin damage is visible from space
Rocket goes boom, satellite cameras zoom: Explosive Blue Origin damage is visible from space New Glenn's launchpad is so cooked, satellites can see the char from orbit. The dust has settled in the aftermath of last week's giant New Glenn rocket explosion, which shook Florida's Space Coast and the space industry itself. Blue Origin was conducting a fueling test on May 28, ahead of New Glenn's fourth mission, when a yet unknown event led to the total destruction of the vehicle and significant...
TV tonight: zooming in on 10 iconic David Beckham photos
Sarongs and Spice Girls feature in the footballer’s photo album. Plus: more from Sam Campbell’s oddball comedy. Here’s what to watch this evening9pm, BBC Two“He knows he’s going to be photographed; he knows he’s going to cause a sensation.”
TV tonight: zooming in on 10 iconic David Beckham photos
Sarongs and Spice Girls feature in the footballer’s photo album. Plus: more from Sam Campbell’s oddball comedy. Here’s what to watch this evening9pm, BBC Two“He knows he’s going to be photographed; he knows he’s going to cause a sensation.”
SIGMA 60-600mm f/4.5-6.3 DG DN OS Sport lens review
SIGMA 60-600mm f/4.5-6.3 DG DN OS Sport lens review Sigma’s 60-600mm Sport lens is one of the most versatile wildlife lenses around, but can its huge zoom range outweigh the heavy design? The Sigma 60-600mm f/4.5-6.3 DG DN Sport lens boasts one of the most versatile focal ranges on the market and effortlessly produces beautiful wildlife shots. The images are sharp, contrasty and true to life, but for us, the weight is a dealbreaker. - + Image quality is lovely - + Versatile focal length - +...
Thinking Without Images: Internalizing Visual Manipulation with On-Policy Self-Distillation
arXiv:2606.08719v1 Announce Type: new Abstract: ''Thinking with Images'' has emerged as an effective paradigm for fine-grained visual reasoning: by explicitly zooming into relevant regions and reasoning over crops, models can access local evidence that is difficult to recover from a single global image. However, this benefit comes with redundant tool invocations and longer inference traces. Moreover, when such behaviors are learned mainly from outcome reward, the resulting intermediate crops...
Mum with Botox couldn't breathe after cosmetic procedure and feared she'd die if she fell asleep
Mum with Botox couldn't breathe after cosmetic procedure and feared she'd die if she fell asleep Jen Hauer, 41, feared she would die if she fell asleep after Googling her symptoms and believing she could have developed the life-threatening condition botulism A mum who got Botox after she noticed wrinkles during a Zoom call was left unable to breathe after the cosmetic procedure. Jen Hauer, 41, tried Botox just once before when she started struggling to breathe and swallow following her...
Quiz: Can you recognise these 10 classic Australian album covers?
We all love Australian music, but how closely do we know the albums that made such a huge impact on our lives? Can you pick these 10 classic albums when they're zoomed right in? LoadingLove Australian music?
Asteroid set to fly very close to Earth
Asteroid 2026JH2 has enough mass to wipe out a city and will zoom past Earth next week
New Scientist recommends Togetherness, a radical new view of life
Togetherness Rowan Hooper (Fern Press, UK, out 4th June; Knopf, US, out 18th August) The best books are those that give you a new perspective, but Togetherness by my colleague Rowan Hooper has given me something more than that – not just a new view, but a new way of seeing. In essence a book about symbiosis, Togetherness zooms from the inner workings of our cells all the way out to how our planet functions as a whole and back in again, revealing how biological cooperation underpins all life...