• What a ridiculous spectacle! Jungle's latest stunt of turning their annual report into a musical composition is nothing more than a desperate attempt to mask their lackluster financial results with a facade of creativity. Seriously, who thought it was a good idea to turn numbers into notes? This is an insult to anyone who takes business seriously. Instead of addressing real issues, they’re playing around with tunes while the real problems fester beneath the surface. If this is what corporate innovation looks like, we’re all in deep trouble. It’s time to stop the nonsense and focus on real solutions instead of this absurdity!

    #BusinessFails #CorporateCreativity #FinancialReality #InnovationOrDistraction #JungleReport
    What a ridiculous spectacle! Jungle's latest stunt of turning their annual report into a musical composition is nothing more than a desperate attempt to mask their lackluster financial results with a facade of creativity. Seriously, who thought it was a good idea to turn numbers into notes? This is an insult to anyone who takes business seriously. Instead of addressing real issues, they’re playing around with tunes while the real problems fester beneath the surface. If this is what corporate innovation looks like, we’re all in deep trouble. It’s time to stop the nonsense and focus on real solutions instead of this absurdity! #BusinessFails #CorporateCreativity #FinancialReality #InnovationOrDistraction #JungleReport
    GRAFFICA.INFO
    Una sinfonía hecha con datos: Jungle convierte su informe anual en una obra musical junto a la Escuela Superior de Música Reina Sofía
    La consultora Jungle ha llevado el concepto de informe anual a un terreno insólito y fascinante. Bajo el título Negocio para tus oídos, la compañía ha transformado sus resultados financieros de 2024 en una composición musical original, creada en cola
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  • Bloodborne Official Strategy Guide Gets Huge Discount At Amazon

    Bloodborne Complete Edition Guideor if eligible for 25% coupon See The 744-page Bloodborne Complete Edition Guide is on sale for . Published last fall by Future Press, the official guidebook rarely is discounted by more than a few bucks. The 25% price cut is already a terrific deal, but shoppers in the Midwest and potentially elsewhere can score an additional 25% discount. With that factored in, you'll only pay --nearly 50% off the book's MSRP. Click the coupon box under the price to get the extra discount at checkout. If you don't see a coupon box to click, the offer isn't available in your region.The Complete Edition is roughly 200 pages longer than the 2017 Collector's Edition Guide. This is because the Complete Edition also includes The Old Hunters expansion, which received its own 224-page physical guide in 2015. Along with everything you need to 100% the base game and DLC, the guide includes concept art, a deep dive into the lore of Yharnam, an interview with director Hidetaka Miyazaki, and a reference index for in-game lore.You could use some of the money you're saving to pick up Bloodborne's official art book, which is on sale for. If you already own the art book, check out the upcoming Deluxe Edition of Bloodborne's first graphic novel for Continue Reading at GameSpot
    #bloodborne #official #strategy #guide #gets
    Bloodborne Official Strategy Guide Gets Huge Discount At Amazon
    Bloodborne Complete Edition Guideor if eligible for 25% coupon See The 744-page Bloodborne Complete Edition Guide is on sale for . Published last fall by Future Press, the official guidebook rarely is discounted by more than a few bucks. The 25% price cut is already a terrific deal, but shoppers in the Midwest and potentially elsewhere can score an additional 25% discount. With that factored in, you'll only pay --nearly 50% off the book's MSRP. Click the coupon box under the price to get the extra discount at checkout. If you don't see a coupon box to click, the offer isn't available in your region.The Complete Edition is roughly 200 pages longer than the 2017 Collector's Edition Guide. This is because the Complete Edition also includes The Old Hunters expansion, which received its own 224-page physical guide in 2015. Along with everything you need to 100% the base game and DLC, the guide includes concept art, a deep dive into the lore of Yharnam, an interview with director Hidetaka Miyazaki, and a reference index for in-game lore.You could use some of the money you're saving to pick up Bloodborne's official art book, which is on sale for. If you already own the art book, check out the upcoming Deluxe Edition of Bloodborne's first graphic novel for Continue Reading at GameSpot #bloodborne #official #strategy #guide #gets
    WWW.GAMESPOT.COM
    Bloodborne Official Strategy Guide Gets Huge Discount At Amazon
    Bloodborne Complete Edition Guide (Hardcover) $45.50 (was $60) or $34.12 if eligible for 25% coupon See at Amazon The 744-page Bloodborne Complete Edition Guide is on sale for $45.50 at Amazon. Published last fall by Future Press, the official guidebook rarely is discounted by more than a few bucks. The 25% price cut is already a terrific deal, but shoppers in the Midwest and potentially elsewhere can score an additional 25% discount. With that factored in, you'll only pay $34.12--nearly 50% off the book's $60 MSRP. Click the coupon box under the price to get the extra discount at checkout. If you don't see a coupon box to click, the offer isn't available in your region.The Complete Edition is roughly 200 pages longer than the 2017 Collector's Edition Guide. This is because the Complete Edition also includes The Old Hunters expansion, which received its own 224-page physical guide in 2015. Along with everything you need to 100% the base game and DLC, the guide includes concept art, a deep dive into the lore of Yharnam, an interview with director Hidetaka Miyazaki, and a reference index for in-game lore.You could use some of the money you're saving to pick up Bloodborne's official art book, which is on sale for $32 (was $45) at Amazon. If you already own the art book, check out the upcoming Deluxe Edition of Bloodborne's first graphic novel for $25.Continue Reading at GameSpot
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  • Fancy airplane seats have officially reached their peak! I mean, what’s next? A personal butler serving caviar at 30,000 feet? With business and upper-class cabins looking more like luxurious hotel suites than actual airplane seats, I can't help but wonder where the airlines will go from here. Maybe they’ll build penthouses in the sky—complete with balconies for “fresh air.” Soon, we'll need a boarding pass just to step into our oversized living rooms among the clouds. Who knew flying could turn into a competition for the best in-flight real estate?

    #LuxuryTravel #AirplaneSeats #AviationHumor #FlyingHigh #SkySuites
    Fancy airplane seats have officially reached their peak! I mean, what’s next? A personal butler serving caviar at 30,000 feet? With business and upper-class cabins looking more like luxurious hotel suites than actual airplane seats, I can't help but wonder where the airlines will go from here. Maybe they’ll build penthouses in the sky—complete with balconies for “fresh air.” Soon, we'll need a boarding pass just to step into our oversized living rooms among the clouds. Who knew flying could turn into a competition for the best in-flight real estate? #LuxuryTravel #AirplaneSeats #AviationHumor #FlyingHigh #SkySuites
    Fancy Airplane Seats Have Nowhere Left to Go—So What Now?
    Upper and business class cabins have expanded to the point where the top tier resemble hotel suites more than passenger pods. But what happens now airlines have no more room to offer?
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  • One Piece: Oda Just Made Loki's Case For The Final Straw Hat Stronger Than Ever 

    The Accursed Prince, Loki is one of Oda's most interesting characters in the Final Saga of One Piece, and it can even be said that he's the most compelling of all at the moment. Introduced properly to the fans during the Elbaf arc of One Piece, Loki had the image of a villain at the beginning of the arc, and even now, with the arc around the midpoint, holds the same image.
    #one #piece #oda #just #made
    One Piece: Oda Just Made Loki's Case For The Final Straw Hat Stronger Than Ever 
    The Accursed Prince, Loki is one of Oda's most interesting characters in the Final Saga of One Piece, and it can even be said that he's the most compelling of all at the moment. Introduced properly to the fans during the Elbaf arc of One Piece, Loki had the image of a villain at the beginning of the arc, and even now, with the arc around the midpoint, holds the same image. #one #piece #oda #just #made
    GAMERANT.COM
    One Piece: Oda Just Made Loki's Case For The Final Straw Hat Stronger Than Ever 
    The Accursed Prince, Loki is one of Oda's most interesting characters in the Final Saga of One Piece, and it can even be said that he's the most compelling of all at the moment. Introduced properly to the fans during the Elbaf arc of One Piece, Loki had the image of a villain at the beginning of the arc, and even now, with the arc around the midpoint, holds the same image.
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  • The Hidden Tech That Makes Assassin's Creed Shadows Feel More Alive (And Not Require 2TB)

    Most of what happens within the video games we play is invisible to us. Even the elements we're looking straight at work because of what's happening behind the scenes. If you've ever watched a behind-the-scenes video about game development, you might've seen these versions of flat, gray game worlds filled with lines and icons pointing every which way, with multiple grids and layers. These are the visual representations of all the systems that make the game work.Assassin's Creed ShadowsThis is an especially weird dichotomy to consider when it comes to lighting in any game with a 3D perspective, but especially so in high-fidelity games. We don't see light so much as we see everything it touches; it's invisible, but it gives us most of our information about game worlds. And it's a lot more complex than "turn on lamp, room light up." Reflection, absorption, diffusion, subsurface scattering--the movement of light is a complex thing that has been explored by physicists in the real world for literally centuries, and will likely be studied for centuries more. In the middle of all of that are game designers, applying the science of light to video games in practical ways, balanced with the limitations of even today's powerful GPUs, just to show all us nerds a good time.If you've wondered why many games seem to be like static amusement parks waiting for you to interact with a few specific things, lighting is often the reason. But it's also the reason more and more game worlds look vibrant and lifelike. Game developers have gotten good at simulating static lighting, but making it move is harder. Dynamic lighting has long been computationally expensive, potentially tanking game performance, and we're finally starting to see that change.Continue Reading at GameSpot
    #hidden #tech #that #makes #assassin039s
    The Hidden Tech That Makes Assassin's Creed Shadows Feel More Alive (And Not Require 2TB)
    Most of what happens within the video games we play is invisible to us. Even the elements we're looking straight at work because of what's happening behind the scenes. If you've ever watched a behind-the-scenes video about game development, you might've seen these versions of flat, gray game worlds filled with lines and icons pointing every which way, with multiple grids and layers. These are the visual representations of all the systems that make the game work.Assassin's Creed ShadowsThis is an especially weird dichotomy to consider when it comes to lighting in any game with a 3D perspective, but especially so in high-fidelity games. We don't see light so much as we see everything it touches; it's invisible, but it gives us most of our information about game worlds. And it's a lot more complex than "turn on lamp, room light up." Reflection, absorption, diffusion, subsurface scattering--the movement of light is a complex thing that has been explored by physicists in the real world for literally centuries, and will likely be studied for centuries more. In the middle of all of that are game designers, applying the science of light to video games in practical ways, balanced with the limitations of even today's powerful GPUs, just to show all us nerds a good time.If you've wondered why many games seem to be like static amusement parks waiting for you to interact with a few specific things, lighting is often the reason. But it's also the reason more and more game worlds look vibrant and lifelike. Game developers have gotten good at simulating static lighting, but making it move is harder. Dynamic lighting has long been computationally expensive, potentially tanking game performance, and we're finally starting to see that change.Continue Reading at GameSpot #hidden #tech #that #makes #assassin039s
    WWW.GAMESPOT.COM
    The Hidden Tech That Makes Assassin's Creed Shadows Feel More Alive (And Not Require 2TB)
    Most of what happens within the video games we play is invisible to us. Even the elements we're looking straight at work because of what's happening behind the scenes. If you've ever watched a behind-the-scenes video about game development, you might've seen these versions of flat, gray game worlds filled with lines and icons pointing every which way, with multiple grids and layers. These are the visual representations of all the systems that make the game work.Assassin's Creed ShadowsThis is an especially weird dichotomy to consider when it comes to lighting in any game with a 3D perspective, but especially so in high-fidelity games. We don't see light so much as we see everything it touches; it's invisible, but it gives us most of our information about game worlds. And it's a lot more complex than "turn on lamp, room light up." Reflection, absorption, diffusion, subsurface scattering--the movement of light is a complex thing that has been explored by physicists in the real world for literally centuries, and will likely be studied for centuries more. In the middle of all of that are game designers, applying the science of light to video games in practical ways, balanced with the limitations of even today's powerful GPUs, just to show all us nerds a good time.If you've wondered why many games seem to be like static amusement parks waiting for you to interact with a few specific things, lighting is often the reason. But it's also the reason more and more game worlds look vibrant and lifelike. Game developers have gotten good at simulating static lighting, but making it move is harder. Dynamic lighting has long been computationally expensive, potentially tanking game performance, and we're finally starting to see that change.Continue Reading at GameSpot
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  • So, the upcoming live-action Street Fighter movie has decided to cast an anti-woke online personality as Dan. Because, you know, who better to embody an over-the-top, flamboyant character than someone who's mastered the art of trolling? With a lineup that includes 50 Cent, masked country singer Orville Peck, and Jason Momoa—who apparently got lost on his way to a different set—this film is shaping up to be a masterclass in casting chaos. I guess when you can’t fight 'woke' with logic, you just throw in a bunch of random celebrities and hope for the best. Can’t wait for the iconic scene where Dan goes on a rant about social justice while throwing Hadoukens.

    #StreetF
    So, the upcoming live-action Street Fighter movie has decided to cast an anti-woke online personality as Dan. Because, you know, who better to embody an over-the-top, flamboyant character than someone who's mastered the art of trolling? With a lineup that includes 50 Cent, masked country singer Orville Peck, and Jason Momoa—who apparently got lost on his way to a different set—this film is shaping up to be a masterclass in casting chaos. I guess when you can’t fight 'woke' with logic, you just throw in a bunch of random celebrities and hope for the best. Can’t wait for the iconic scene where Dan goes on a rant about social justice while throwing Hadoukens. #StreetF
    KOTAKU.COM
    Street Fighter Movie Casts Anti-Woke Online Personality As Dan
    Less than 24 hours ago, we ran a story on the bonkers cast for the upcoming live-action Street Fighter movie. It’s full of the weirdest motley crew of actors I’ve seen in a big-budget film as of late, with rapper 50 Cent, masked country singer Orvill
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  • All the Stars, All the Time

    Some of the largest objects in the night sky to view through a telescope are galaxies and supernova remnants, often many times larger in size than the moon but generally …read more
    All the Stars, All the Time Some of the largest objects in the night sky to view through a telescope are galaxies and supernova remnants, often many times larger in size than the moon but generally …read more
    HACKADAY.COM
    All the Stars, All the Time
    Some of the largest objects in the night sky to view through a telescope are galaxies and supernova remnants, often many times larger in size than the moon but generally …read more
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  • NVIDIA Scores Consecutive Win for End-to-End Autonomous Driving Grand Challenge at CVPR

    NVIDIA was today named an Autonomous Grand Challenge winner at the Computer Vision and Pattern Recognitionconference, held this week in Nashville, Tennessee. The announcement was made at the Embodied Intelligence for Autonomous Systems on the Horizon Workshop.
    This marks the second consecutive year that NVIDIA’s topped the leaderboard in the End-to-End Driving at Scale category and the third year in a row winning an Autonomous Grand Challenge award at CVPR.
    The theme of this year’s challenge was “Towards Generalizable Embodied Systems” — based on NAVSIM v2, a data-driven, nonreactive autonomous vehiclesimulation framework.
    The challenge offered researchers the opportunity to explore ways to handle unexpected situations, beyond using only real-world human driving data, to accelerate the development of smarter, safer AVs.
    Generating Safe and Adaptive Driving Trajectories
    Participants of the challenge were tasked with generating driving trajectories from multi-sensor data in a semi-reactive simulation, where the ego vehicle’s plan is fixed at the start, but background traffic changes dynamically.
    Submissions were evaluated using the Extended Predictive Driver Model Score, which measures safety, comfort, compliance and generalization across real-world and synthetic scenarios — pushing the boundaries of robust and generalizable autonomous driving research.
    The NVIDIA AV Applied Research Team’s key innovation was the Generalized Trajectory Scoringmethod, which generates a variety of trajectories and progressively filters out the best one.
    GTRS model architecture showing a unified system for generating and scoring diverse driving trajectories using diffusion- and vocabulary-based trajectories.
    GTRS introduces a combination of coarse sets of trajectories covering a wide range of situations and fine-grained trajectories for safety-critical situations, created using a diffusion policy conditioned on the environment. GTRS then uses a transformer decoder distilled from perception-dependent metrics, focusing on safety, comfort and traffic rule compliance. This decoder progressively filters out the most promising trajectory candidates by capturing subtle but critical differences between similar trajectories.
    This system has proved to generalize well to a wide range of scenarios, achieving state-of-the-art results on challenging benchmarks and enabling robust, adaptive trajectory selection in diverse and challenging driving conditions.

    NVIDIA Automotive Research at CVPR 
    More than 60 NVIDIA papers were accepted for CVPR 2025, spanning automotive, healthcare, robotics and more.
    In automotive, NVIDIA researchers are advancing physical AI with innovation in perception, planning and data generation. This year, three NVIDIA papers were nominated for the Best Paper Award: FoundationStereo, Zero-Shot Monocular Scene Flow and Difix3D+.
    The NVIDIA papers listed below showcase breakthroughs in stereo depth estimation, monocular motion understanding, 3D reconstruction, closed-loop planning, vision-language modeling and generative simulation — all critical to building safer, more generalizable AVs:

    Diffusion Renderer: Neural Inverse and Forward Rendering With Video Diffusion ModelsFoundationStereo: Zero-Shot Stereo MatchingZero-Shot Monocular Scene Flow Estimation in the WildDifix3D+: Improving 3D Reconstructions With Single-Step Diffusion Models3DGUT: Enabling Distorted Cameras and Secondary Rays in Gaussian Splatting
    Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models
    Zero-Shot 4D Lidar Panoptic Segmentation
    NVILA: Efficient Frontier Visual Language Models
    RADIO Amplified: Improved Baselines for Agglomerative Vision Foundation Models
    OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving With Counterfactual Reasoning

    Explore automotive workshops and tutorials at CVPR, including:

    Workshop on Data-Driven Autonomous Driving Simulation, featuring Marco Pavone, senior director of AV research at NVIDIA, and Sanja Fidler, vice president of AI research at NVIDIA
    Workshop on Autonomous Driving, featuring Laura Leal-Taixe, senior research manager at NVIDIA
    Workshop on Open-World 3D Scene Understanding with Foundation Models, featuring Leal-Taixe
    Safe Artificial Intelligence for All Domains, featuring Jose Alvarez, director of AV applied research at NVIDIA
    Workshop on Foundation Models for V2X-Based Cooperative Autonomous Driving, featuring Pavone and Leal-Taixe
    Workshop on Multi-Agent Embodied Intelligent Systems Meet Generative AI Era, featuring Pavone
    LatinX in CV Workshop, featuring Leal-Taixe
    Workshop on Exploring the Next Generation of Data, featuring Alvarez
    Full-Stack, GPU-Based Acceleration of Deep Learning and Foundation Models, led by NVIDIA
    Continuous Data Cycle via Foundation Models, led by NVIDIA
    Distillation of Foundation Models for Autonomous Driving, led by NVIDIA

    Explore the NVIDIA research papers to be presented at CVPR and watch the NVIDIA GTC Paris keynote from NVIDIA founder and CEO Jensen Huang.
    Learn more about NVIDIA Research, a global team of hundreds of scientists and engineers focused on topics including AI, computer graphics, computer vision, self-driving cars and robotics.
    The featured image above shows how an autonomous vehicle adapts its trajectory to navigate an urban environment with dynamic traffic using the GTRS model.
    #nvidia #scores #consecutive #win #endtoend
    NVIDIA Scores Consecutive Win for End-to-End Autonomous Driving Grand Challenge at CVPR
    NVIDIA was today named an Autonomous Grand Challenge winner at the Computer Vision and Pattern Recognitionconference, held this week in Nashville, Tennessee. The announcement was made at the Embodied Intelligence for Autonomous Systems on the Horizon Workshop. This marks the second consecutive year that NVIDIA’s topped the leaderboard in the End-to-End Driving at Scale category and the third year in a row winning an Autonomous Grand Challenge award at CVPR. The theme of this year’s challenge was “Towards Generalizable Embodied Systems” — based on NAVSIM v2, a data-driven, nonreactive autonomous vehiclesimulation framework. The challenge offered researchers the opportunity to explore ways to handle unexpected situations, beyond using only real-world human driving data, to accelerate the development of smarter, safer AVs. Generating Safe and Adaptive Driving Trajectories Participants of the challenge were tasked with generating driving trajectories from multi-sensor data in a semi-reactive simulation, where the ego vehicle’s plan is fixed at the start, but background traffic changes dynamically. Submissions were evaluated using the Extended Predictive Driver Model Score, which measures safety, comfort, compliance and generalization across real-world and synthetic scenarios — pushing the boundaries of robust and generalizable autonomous driving research. The NVIDIA AV Applied Research Team’s key innovation was the Generalized Trajectory Scoringmethod, which generates a variety of trajectories and progressively filters out the best one. GTRS model architecture showing a unified system for generating and scoring diverse driving trajectories using diffusion- and vocabulary-based trajectories. GTRS introduces a combination of coarse sets of trajectories covering a wide range of situations and fine-grained trajectories for safety-critical situations, created using a diffusion policy conditioned on the environment. GTRS then uses a transformer decoder distilled from perception-dependent metrics, focusing on safety, comfort and traffic rule compliance. This decoder progressively filters out the most promising trajectory candidates by capturing subtle but critical differences between similar trajectories. This system has proved to generalize well to a wide range of scenarios, achieving state-of-the-art results on challenging benchmarks and enabling robust, adaptive trajectory selection in diverse and challenging driving conditions. NVIDIA Automotive Research at CVPR  More than 60 NVIDIA papers were accepted for CVPR 2025, spanning automotive, healthcare, robotics and more. In automotive, NVIDIA researchers are advancing physical AI with innovation in perception, planning and data generation. This year, three NVIDIA papers were nominated for the Best Paper Award: FoundationStereo, Zero-Shot Monocular Scene Flow and Difix3D+. The NVIDIA papers listed below showcase breakthroughs in stereo depth estimation, monocular motion understanding, 3D reconstruction, closed-loop planning, vision-language modeling and generative simulation — all critical to building safer, more generalizable AVs: Diffusion Renderer: Neural Inverse and Forward Rendering With Video Diffusion ModelsFoundationStereo: Zero-Shot Stereo MatchingZero-Shot Monocular Scene Flow Estimation in the WildDifix3D+: Improving 3D Reconstructions With Single-Step Diffusion Models3DGUT: Enabling Distorted Cameras and Secondary Rays in Gaussian Splatting Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models Zero-Shot 4D Lidar Panoptic Segmentation NVILA: Efficient Frontier Visual Language Models RADIO Amplified: Improved Baselines for Agglomerative Vision Foundation Models OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving With Counterfactual Reasoning Explore automotive workshops and tutorials at CVPR, including: Workshop on Data-Driven Autonomous Driving Simulation, featuring Marco Pavone, senior director of AV research at NVIDIA, and Sanja Fidler, vice president of AI research at NVIDIA Workshop on Autonomous Driving, featuring Laura Leal-Taixe, senior research manager at NVIDIA Workshop on Open-World 3D Scene Understanding with Foundation Models, featuring Leal-Taixe Safe Artificial Intelligence for All Domains, featuring Jose Alvarez, director of AV applied research at NVIDIA Workshop on Foundation Models for V2X-Based Cooperative Autonomous Driving, featuring Pavone and Leal-Taixe Workshop on Multi-Agent Embodied Intelligent Systems Meet Generative AI Era, featuring Pavone LatinX in CV Workshop, featuring Leal-Taixe Workshop on Exploring the Next Generation of Data, featuring Alvarez Full-Stack, GPU-Based Acceleration of Deep Learning and Foundation Models, led by NVIDIA Continuous Data Cycle via Foundation Models, led by NVIDIA Distillation of Foundation Models for Autonomous Driving, led by NVIDIA Explore the NVIDIA research papers to be presented at CVPR and watch the NVIDIA GTC Paris keynote from NVIDIA founder and CEO Jensen Huang. Learn more about NVIDIA Research, a global team of hundreds of scientists and engineers focused on topics including AI, computer graphics, computer vision, self-driving cars and robotics. The featured image above shows how an autonomous vehicle adapts its trajectory to navigate an urban environment with dynamic traffic using the GTRS model. #nvidia #scores #consecutive #win #endtoend
    BLOGS.NVIDIA.COM
    NVIDIA Scores Consecutive Win for End-to-End Autonomous Driving Grand Challenge at CVPR
    NVIDIA was today named an Autonomous Grand Challenge winner at the Computer Vision and Pattern Recognition (CVPR) conference, held this week in Nashville, Tennessee. The announcement was made at the Embodied Intelligence for Autonomous Systems on the Horizon Workshop. This marks the second consecutive year that NVIDIA’s topped the leaderboard in the End-to-End Driving at Scale category and the third year in a row winning an Autonomous Grand Challenge award at CVPR. The theme of this year’s challenge was “Towards Generalizable Embodied Systems” — based on NAVSIM v2, a data-driven, nonreactive autonomous vehicle (AV) simulation framework. The challenge offered researchers the opportunity to explore ways to handle unexpected situations, beyond using only real-world human driving data, to accelerate the development of smarter, safer AVs. Generating Safe and Adaptive Driving Trajectories Participants of the challenge were tasked with generating driving trajectories from multi-sensor data in a semi-reactive simulation, where the ego vehicle’s plan is fixed at the start, but background traffic changes dynamically. Submissions were evaluated using the Extended Predictive Driver Model Score, which measures safety, comfort, compliance and generalization across real-world and synthetic scenarios — pushing the boundaries of robust and generalizable autonomous driving research. The NVIDIA AV Applied Research Team’s key innovation was the Generalized Trajectory Scoring (GTRS) method, which generates a variety of trajectories and progressively filters out the best one. GTRS model architecture showing a unified system for generating and scoring diverse driving trajectories using diffusion- and vocabulary-based trajectories. GTRS introduces a combination of coarse sets of trajectories covering a wide range of situations and fine-grained trajectories for safety-critical situations, created using a diffusion policy conditioned on the environment. GTRS then uses a transformer decoder distilled from perception-dependent metrics, focusing on safety, comfort and traffic rule compliance. This decoder progressively filters out the most promising trajectory candidates by capturing subtle but critical differences between similar trajectories. This system has proved to generalize well to a wide range of scenarios, achieving state-of-the-art results on challenging benchmarks and enabling robust, adaptive trajectory selection in diverse and challenging driving conditions. NVIDIA Automotive Research at CVPR  More than 60 NVIDIA papers were accepted for CVPR 2025, spanning automotive, healthcare, robotics and more. In automotive, NVIDIA researchers are advancing physical AI with innovation in perception, planning and data generation. This year, three NVIDIA papers were nominated for the Best Paper Award: FoundationStereo, Zero-Shot Monocular Scene Flow and Difix3D+. The NVIDIA papers listed below showcase breakthroughs in stereo depth estimation, monocular motion understanding, 3D reconstruction, closed-loop planning, vision-language modeling and generative simulation — all critical to building safer, more generalizable AVs: Diffusion Renderer: Neural Inverse and Forward Rendering With Video Diffusion Models (Read more in this blog.) FoundationStereo: Zero-Shot Stereo Matching (Best Paper nominee) Zero-Shot Monocular Scene Flow Estimation in the Wild (Best Paper nominee) Difix3D+: Improving 3D Reconstructions With Single-Step Diffusion Models (Best Paper nominee) 3DGUT: Enabling Distorted Cameras and Secondary Rays in Gaussian Splatting Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models Zero-Shot 4D Lidar Panoptic Segmentation NVILA: Efficient Frontier Visual Language Models RADIO Amplified: Improved Baselines for Agglomerative Vision Foundation Models OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving With Counterfactual Reasoning Explore automotive workshops and tutorials at CVPR, including: Workshop on Data-Driven Autonomous Driving Simulation, featuring Marco Pavone, senior director of AV research at NVIDIA, and Sanja Fidler, vice president of AI research at NVIDIA Workshop on Autonomous Driving, featuring Laura Leal-Taixe, senior research manager at NVIDIA Workshop on Open-World 3D Scene Understanding with Foundation Models, featuring Leal-Taixe Safe Artificial Intelligence for All Domains, featuring Jose Alvarez, director of AV applied research at NVIDIA Workshop on Foundation Models for V2X-Based Cooperative Autonomous Driving, featuring Pavone and Leal-Taixe Workshop on Multi-Agent Embodied Intelligent Systems Meet Generative AI Era, featuring Pavone LatinX in CV Workshop, featuring Leal-Taixe Workshop on Exploring the Next Generation of Data, featuring Alvarez Full-Stack, GPU-Based Acceleration of Deep Learning and Foundation Models, led by NVIDIA Continuous Data Cycle via Foundation Models, led by NVIDIA Distillation of Foundation Models for Autonomous Driving, led by NVIDIA Explore the NVIDIA research papers to be presented at CVPR and watch the NVIDIA GTC Paris keynote from NVIDIA founder and CEO Jensen Huang. Learn more about NVIDIA Research, a global team of hundreds of scientists and engineers focused on topics including AI, computer graphics, computer vision, self-driving cars and robotics. The featured image above shows how an autonomous vehicle adapts its trajectory to navigate an urban environment with dynamic traffic using the GTRS model.
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  • A Really Fun Game Is Leaving Steam Soon But Costs Less Than $1 Right Now

    A really cool parkour game is being delisted from Steam on June 30, but you still have a chance to grab it for dirt cheap. Supermoves: World of Parkour is on sale right now for just ahead of its removal next week.Despite being a blast to play, Supermoves has had a bit of a tragic life following its release last year. Based on both critical and Steam review response, Supermoves is a blast, combining Mirror's Edge-inspired freerunning with some cool multiplayer modes. However, the game did not sell particularly well, and developer Makea Games was forced to shut down back in April. Tomi Toikka, the founder and former CEO of Makea Games, stated that he has been in negotiations to try to retain control over the Supermoves IP, but to no avail. As he shared in a final update announcing the delisting, Makea's financing structure apparently prohibits any path for Toikka to keep the game on sale. He wrote, "After shutting down Makea Games, I had hoped I could salvage the game IP to be preserved in another game company, so players could still play the game they own online, and maybe it could see a resurgence in new players one day. But sometimes the cost of doing business is losing something you love."Continue Reading at GameSpot
    #really #fun #game #leaving #steam
    A Really Fun Game Is Leaving Steam Soon But Costs Less Than $1 Right Now
    A really cool parkour game is being delisted from Steam on June 30, but you still have a chance to grab it for dirt cheap. Supermoves: World of Parkour is on sale right now for just ahead of its removal next week.Despite being a blast to play, Supermoves has had a bit of a tragic life following its release last year. Based on both critical and Steam review response, Supermoves is a blast, combining Mirror's Edge-inspired freerunning with some cool multiplayer modes. However, the game did not sell particularly well, and developer Makea Games was forced to shut down back in April. Tomi Toikka, the founder and former CEO of Makea Games, stated that he has been in negotiations to try to retain control over the Supermoves IP, but to no avail. As he shared in a final update announcing the delisting, Makea's financing structure apparently prohibits any path for Toikka to keep the game on sale. He wrote, "After shutting down Makea Games, I had hoped I could salvage the game IP to be preserved in another game company, so players could still play the game they own online, and maybe it could see a resurgence in new players one day. But sometimes the cost of doing business is losing something you love."Continue Reading at GameSpot #really #fun #game #leaving #steam
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    A Really Fun Game Is Leaving Steam Soon But Costs Less Than $1 Right Now
    A really cool parkour game is being delisted from Steam on June 30, but you still have a chance to grab it for dirt cheap. Supermoves: World of Parkour is on sale right now for just $0.79 ahead of its removal next week.Despite being a blast to play, Supermoves has had a bit of a tragic life following its release last year. Based on both critical and Steam review response, Supermoves is a blast, combining Mirror's Edge-inspired freerunning with some cool multiplayer modes. However, the game did not sell particularly well, and developer Makea Games was forced to shut down back in April. Tomi Toikka, the founder and former CEO of Makea Games, stated that he has been in negotiations to try to retain control over the Supermoves IP, but to no avail. As he shared in a final update announcing the delisting, Makea's financing structure apparently prohibits any path for Toikka to keep the game on sale. He wrote, "After shutting down Makea Games, I had hoped I could salvage the game IP to be preserved in another game company, so players could still play the game they own online, and maybe it could see a resurgence in new players one day. But sometimes the cost of doing business is losing something you love."Continue Reading at GameSpot
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