Two people were killed in a Russian drone attack on a home in the Ukrainian city of Zaporizhzhia, local authorities say. Two children, 11 and 15, were also injured in the attack which took place on the eve of new talks between Ukrainian and American negotiators in the US. Negotiations on ending the war have been on hold since the start of the latest conflict in Iran. President Volodymy Zelensky wants his negotiators to discuss the US decision to ease sanctions on Russian oil - implemented by Washington to help keep down global energy prices. Talks mediated by the US have so far failed to stop the fighting in Ukraine or change Russia's demands, and there is little hope of a breakthrough.

Trump says he's'not afraid' of Vietnam-style ground combat in Iran Furious US troops erupt at CNN's $20m steak and lobster claims as grim photos expose reality Hollywood's top insider makes VERY catty observation about Kaitlan Collins Pam Bondi is formally subpoenaed by Congress as Trump's Epstein nightmare grows What the Jane Plan did to my body: The unfashionable retro diet's fans say it's life-changing, easy, better than fat jabs - and shifts weight fast. My husband tried a'cure' for his ALS... days later he went blind and couldn't move. The children screamed on video call as he died. Outrage after Pete Hegseth aide ousted for'leaks' lands new top secret intelligence job Everything JFK Jr told friends about his love affair with'sexual dynamo' Madonna... her unprintable pillow talk... and his perverse incest request that she couldn't go through with SARAH VINE: How telling that Meghan's joined the ranks of those peddling wellness and fake lifestyles to the gullible My chilling conversations with the Unabomber and America's worst serial killers when I ran a Supermax prison, revealed in The Crime Desk newsletter Oscars afterparty snitches reveal cringing details of how stars stopped talking to him... a brutal message from Kylie's gloating ex... and her'humiliating' admission to friends Joe Burrow cements his place as the NFL's most eligible bachelor as he is spotted cozying up to Tate McRae and Alix Earle at glitzy Oscars afterparty Dark secret past of husband killer Kouri Richins' Iraq war veteran lover revealed... and their toe-curling sex texts that helped convict her Mystery as Communion bread and wine'miraculously' appear to turn into human tissue and blood READ MORE: Scientists stunned as 500-year-old'miracle' image of Virgin Mary reveals impossible microscopic reflection Catholics believe that during Communion, bread and wine become the body and blood of Jesus Christ, though they continue to appear unchanged to the human eye. But there have been a handful of rare and debated cases in which the sacred elements appeared to take on a far more literal, physical form.

We study the problem of video-to-video synthesis, whose goal is to learn a mapping function from an input source video (e.g., a sequence of semantic segmentation masks) to an output photorealistic video that precisely depicts the content of the source video. While its image counterpart, the image-to-image translation problem, is a popular topic, the video-to-video synthesis problem is less explored in the literature. Without modeling temporal dynamics, directly applying existing image synthesis approaches to an input video often results in temporally incoherent videos of low visual quality. In this paper, we propose a video-to-video synthesis approach under the generative adversarial learning framework. Through carefully-designed generators and discriminators, coupled with a spatio-temporal adversarial objective, we achieve high-resolution, photorealistic, temporally coherent video results on a diverse set of input formats including segmentation masks, sketches, and poses. Experiments on multiple benchmarks show the advantage of our method compared to strong baselines. In particular, our model is capable of synthesizing 2K resolution videos of street scenes up to 30 seconds long, which significantly advances the state-of-the-art of video synthesis. Finally, we apply our method to future video prediction, outperforming several competing systems. Code, models, and more results are available at our website: https://github.com/NVIDIA/vid2vid. (Please use Adobe Reader to see the embedded videos in the paper.)

Your Out-of-Distribution Detection Method is Not Robust!

Conniving couple whose greedy'pervert' plot'drove innocent disabled man to suicide' given stunningly short sentences Obama Center asks for 100 unpaid volunteers despite hiring the former president's'close friend' as CEO on $740K Harry Styles shares gay kiss with SNL star in wild opening monologue as he addresses'queerbaiting' claims Housing nightmare in America's'best state to buy a home' as banks suddenly seize thousands of properties Insufferable blowhard Stephen Colbert is being taken out like the trash... and thank God! What he's done is so diabolical: MAUREEN CALLAHAN JFK Jr's mortifying night of phone sex... day Sarah Jessica Parker ditched her underwear to seduce him in public... and the girlfriend he REALLY wanted to marry: All the women before Carolyn Mass cancellations as Southwest Airlines pulls out of two of America's biggest airports Truth about'super secretive' Michael B. Jordan's love life... and real reason he is perpetually single: Years of private'heartache' and'loneliness' laid bare Beloved young dad and inspiring female'Air Force superstar' among US heroes killed in Iran mission crash as all six are named Insane moment NYC cab plows into pedestrians... and the miracle that saved them from death Caitlin Clark goes viral for bizarre behavior after Team USA's win over Italy: 'What are you doing? We fled Trump to chase the REAL American dream in the most idyllic European hotspot... here's why we're coming back to a red state I looked like a monster after a car accident burned off my face... but a pioneering face transplant gave me my life back. Furious flower farm owner blasts'feral' customers after they trampled tulips to get perfect photos Harry and Meghan hit back at new book claims she was accused by Camilla of'brainwashing' him - dismissing accusations as'deranged conspiracy' Extramarital sex with witches, cursed bloodlines and possessed politicians: DC's chief exorcist reveals the potent stench of evil among America's elite Iran's deadly drone arsenal is a'wake-up call for America': Expert warns US defenses may be unprepared for swarm attacks Iran's foreign minister admits Islamic Republic is receiving military support from Russia and China Hollywood costume designer names VILE A-Listers including pervert James Bond star, slob female sitcom icon... and details the hilarious evil of Shannen Doherty Scampi and chips could soon be off the menu! Woke scientists call for Brits to ditch the seaside staple - amid fears it carries a'hidden climate cost' Woke scientists are calling for Brits to take scampi and chips off the menu, amid fears that the seaside staple carries a'hidden climate cost'. Scampi is a traditional chip shop treat made from the breaded and fried tails of Norway lobsters, also known as langoustines.

Conniving couple whose greedy'pervert' plot'drove innocent disabled man to suicide' given stunningly short sentences Obama Center asks for 100 unpaid volunteers despite hiring the former president's'close friend' as CEO on $740K Harry Styles shares gay kiss with SNL star in wild opening monologue as he addresses'queerbaiting' claims Housing nightmare in America's'best state to buy a home' as banks suddenly seize thousands of properties Insufferable blowhard Stephen Colbert is being taken out like the trash... and thank God! What he's done is so diabolical: MAUREEN CALLAHAN JFK Jr's mortifying night of phone sex... day Sarah Jessica Parker ditched her underwear to seduce him in public... and the girlfriend he REALLY wanted to marry: All the women before Carolyn Mass cancellations as Southwest Airlines pulls out of two of America's biggest airports Truth about'super secretive' Michael B. Jordan's love life... and real reason he is perpetually single: Years of private'heartache' and'loneliness' laid bare Beloved young dad and inspiring female'Air Force superstar' among US heroes killed in Iran mission crash as all six are named Insane moment NYC cab plows into pedestrians... and the miracle that saved them from death Caitlin Clark goes viral for bizarre behavior after Team USA's win over Italy: 'What are you doing? We fled Trump to chase the REAL American dream in the most idyllic European hotspot... here's why we're coming back to a red state I looked like a monster after a car accident burned off my face... but a pioneering face transplant gave me my life back. Furious flower farm owner blasts'feral' customers after they trampled tulips to get perfect photos Harry and Meghan hit back at new book claims she was accused by Camilla of'brainwashing' him - dismissing accusations as'deranged conspiracy' Extramarital sex with witches, cursed bloodlines and possessed politicians: DC's chief exorcist reveals the potent stench of evil among America's elite Iran's deadly drone arsenal is a'wake-up call for America': Expert warns US defenses may be unprepared for swarm attacks Iran's foreign minister admits Islamic Republic is receiving military support from Russia and China Hollywood costume designer names VILE A-Listers including pervert James Bond star, slob female sitcom icon... and details the hilarious evil of Shannen Doherty Scientists reveal exactly where you're going WRONG on your dating profile - and the simple changes you can make to bag a date Are you struggling to find love online? Scientists have revealed where you're probably going wrong. A new study has uncovered nine different types of profile photos that singletons tend to use - and what they convey about you to fellow daters.

Conniving couple whose greedy'pervert' plot'drove innocent disabled man to suicide' given stunningly short sentences Obama Center asks for 100 unpaid volunteers despite hiring the former president's'close friend' as CEO on $740K Harry Styles shares gay kiss with SNL star in wild opening monologue as he addresses'queerbaiting' claims Housing nightmare in America's'best state to buy a home' as banks suddenly seize thousands of properties Insufferable blowhard Stephen Colbert is being taken out like the trash... and thank God! What he's done is so diabolical: MAUREEN CALLAHAN JFK Jr's mortifying night of phone sex... day Sarah Jessica Parker ditched her underwear to seduce him in public... and the girlfriend he REALLY wanted to marry: All the women before Carolyn Mass cancellations as Southwest Airlines pulls out of two of America's biggest airports Truth about'super secretive' Michael B. Jordan's love life... and real reason he is perpetually single: Years of private'heartache' and'loneliness' laid bare Beloved young dad and inspiring female'Air Force superstar' among US heroes killed in Iran mission crash as all six are named Insane moment NYC cab plows into pedestrians... and the miracle that saved them from death Caitlin Clark goes viral for bizarre behavior after Team USA's win over Italy: 'What are you doing? We fled Trump to chase the REAL American dream in the most idyllic European hotspot... here's why we're coming back to a red state I looked like a monster after a car accident burned off my face... but a pioneering face transplant gave me my life back. Furious flower farm owner blasts'feral' customers after they trampled tulips to get perfect photos Harry and Meghan hit back at new book claims she was accused by Camilla of'brainwashing' him - dismissing accusations as'deranged conspiracy' Extramarital sex with witches, cursed bloodlines and possessed politicians: DC's chief exorcist reveals the potent stench of evil among America's elite Iran's deadly drone arsenal is a'wake-up call for America': Expert warns US defenses may be unprepared for swarm attacks Iran's foreign minister admits Islamic Republic is receiving military support from Russia and China Hollywood costume designer names VILE A-Listers including pervert James Bond star, slob female sitcom icon... and details the hilarious evil of Shannen Doherty Police-style powers handed to Environment Agency in bid to crack down on waste criminals'blighting our countryside' Waste criminals are facing a tough crackdown as the government announces new'zero-tolerance' plans to deal with gangs who illegally dump rubbish. Environment officers could soon be given police-like powers to search premises, seize assets and arrest individuals without a warrant. The new approach would allow officers to intervene earlier, bring more criminals to justice and hit the organised gangs behind illegal waste'where it hurts' by disrupting their finances.

Ground stop issued for all three Washington DC-area airports after'strong chemical smell' detected Trump hails dramatic bombing raid on'Iran's crown jewel'... but says one area deliberately SPARED: Live updates Uncomfortable truth about what happened to Rob Reiner's forgotten daughter Tracy: As she breaks cover for first time since murders... new details of secret New Mexico life Kylie Jenner's total humiliation in Hollywood: Derogatory rumor leaves her boyfriend's peers'laughing at her' behind her back Dak Prescott's crippling secret fear: Quarterback'preparing for the worst' after fiancée split... as career-ending gossip now seems inevitable Queen Camilla told her friend that Meghan Markle'brainwashed' Prince Harry, new book claims Downfall of Trump VP hopeful exiled to construction job: Filthy messages, Oval Office humiliations and the Ice Maiden who'f***ing hates his guts' What convinced Timothy Busfield's wife Melissa Gilbert that he didn't grope children: 'She would dump his a**' Mysterious'Trump' airships appearing in 100-year-old sketchbooks sparks'time traveler' theories Yellowstone fans go wild as Cole Hauser unveils spinoff series Dutton Ranch: 'Here we go!' Men admit their wildest kinks to JANA HOCKING: Some are smelly, some are truly shocking... but these are the ones women actually secretly adore Inside the sex guide electrifying conservative women: Good Christian wives purring over'explicit illustrations' that teach them the ultimate taboos Liberal MS NOW star makes prediction about Gavin Newsom's 2028 chances that will ENRAGE California governor Dolly Parton, 80, makes first public appearance in MONTHS as she admits to getting'worn out' amid health struggles Forget Viagra! 'Arousal training' app can help men last TWICE as long in bed, scientists say Forget Viagra! 'Arousal training' app can help men last TWICE as long in bed, scientists say An'arousal training' app could help men last twice as long in bed, a study has found. The Melonga App guides users through a number of therapeutic techniques, tips and exercises designed by urologists and psychologists. It is designed to help men manage arousal better and includes elements of cognitive behavioural therapy and physical exercises to improve ejaculation control without taking medicine. The at-home self-help tool could benefit men who are hesitant to seek help because they are ashamed, researchers said. And it could help the 20 to 30 per cent of men in the UK who are estimated to suffer from the issue, which is defined by ejaculating sooner than wanted during sex.

Furthermore, weprovethat, under mild assumptions, a slight variation of WQL enjoys desirable theoretical properties in the tabular setting.

Trump's campaign against Fed chair Jerome Powell dealt crushing blow in court The astonishing moment Scott Bessent returns to interview after'Situation Room' call from Trump Kylie Jenner's total humiliation in Hollywood: Derogatory rumor leaves her boyfriend's peers'laughing at her' behind her back I was once so heavy I broke my toilet seat. Now I've shed 322lbs without weight-loss shots... this is the easy lifestyle shift that helped me do it Inside the sex guide electrifying conservative women: Good Christian wives purring over'explicit illustrations' that teach them the ultimate taboos Yellowstone fans go wild as Cole Hauser unveils spinoff series Dutton Ranch: 'Here we go!' Recall of cream cheeses upgraded to most serious risk over contamination with deadly bacteria... 'reasonable probability of death' Trump's Iran war death toll climbs to 13 after all crew onboard US refueling plane died in crash Michigan synagogue shooter who smashed car into temple is pictured for the first time as family's terrorist links are revealed I've spent 25 years treating patients with autism. This is the truth about the condition that many people don't want to hear: DR MAX PEMBERTON Woman who had years-long romance with Timothee Chalamet says he blindsided her with Kylie Jenner relationship: 'I was in love with him' Real-life'Matilda', 8, who couldn't catch a break gets adopted by kind Miss Honey-esque teacher Alexander brothers' alleged HIGH SCHOOL rape video: Classmates speak out on sickening footage... as creepy unseen photos are exposed It has been weeks since a retired Air Force general who has been linked to UFO programs went missing from his New Mexico home. William'Neil' McCasland, 68, was last seen around 11am on February 27 near Quail Run Court NE in Albuquerque, during a one-hour window while his wife left the house. The Bernalillo County Sheriff's Office (BCSO) released a new timeline Thursday describing his last known movements.