You're viewing the US edition You can switch to the UK, AU or IE homepage at any time using this menu. Meghan Markle's father Thomas makes a stark confession: 'I paid for sex in Far East, but I'm no child abuser' - as Met admits it sat on abuse claims for SEVEN years Bedside peek at Dakota Johnson and Machine Gun Kelly's insane sex: Parts of his body she brags to friends about and why he rates her more than Megan Fox - even if insiders say she's annoyingly obsessed with being famous I took the new lymphoedema drug and my leg swelling went down by a third. After years of wearing compression stockings, this daily pill finally worked. Here's what you need to know about the first-of-its-kind medication SARAH VINE: The notion someone who played a pivotal role in your life could have a very dark side is genuinely traumatic. We Do! Fox hosts Sean Hannity and Ainsley Earhardt marry in front of coworkers and MAGA stars including Eric and Lara Trump, Karoline Leavitt at elite Florida club Katie Zacharia fears for her family's safety after insiders say Trump's inner circle threw her to the wolves Florida woman accused of stealing her dead sister's identity to secure taxpayer-funded housing Trump demands Ilhan Omar'immediately' resign over explosive fake name allegation... as he unleashes blistering attacks on Democrats at Georgia rally Parents fear losing their kids to the'no contact' craze sweeping America: 'I was told to cut all ties' Fox's complicated relationship with Donald Trump: The Katie Zacharia death trap exposed how close the President keeps his friends at the network... but he has a hit list of ememies, too Meet the Republicans who are secretly voting Democrat in the midterms... despite a brutal backlash waiting at home Sylvester Stallone defends casting daughter Scarlet, 24, in Tulsa King: 'Of course it's nepotism you idiot' Ilhan Omar hires Joe Biden's pricey personal attorney days after begging supporters for cash to pay her legal fees Heartbreaking final tribute to 24-year-old daughter killed by her own father in $1.7M family mansion murder-suicide I know exactly how it feels to date someone like Anthony Kiedis... comments from strangers gave me an ick I will never forget: JANA HOCKING Disneyland descends into chaos as torrential downpour floods the'Happiest Place on Earth'... forcing rides to shut down and fireworks to be canceled The Olaf effect: Woke scientists claim female animals, monsters, robots and magical creatures are'underrepresented' in children's cartoons Woke scientists claim that female animals, monsters, robots and magical creatures are'underrepresented' in children's cartoons.

We present a novel learning method to predict the cloth deformation for skeleton-based characters with a two-stream network. The characters processed in our approach are not limited to humans, and can be other skeletal-based representations of non-human targets such as fish or pets. We use a novel network architecture which consists of skeleton-based and mesh-based residual networks to learn the coarse and wrinkle features as the overall residual from the template cloth mesh. Our network is used to predict the deformation for loose or tight-fitting clothing or dresses. We ensure that the memory footprint of our network is low, and thereby result in reduced storage and computational requirements. In practice, our prediction for a single cloth mesh for the skeleton-based character takes about 7 milliseconds on an NVIDIA GeForce RTX 3090 GPU. Compared with prior methods, our network can generate fine deformation results with details and wrinkles.