🧠 Last week at Covision Lab, we held an internal tech session on Unsupervised Domain Adaptation (UDA) and Domain Generalization - two complementary approaches for improving the robustness of vision models under domain shift between training and deployment. 🌍🤖 We explored how these methods enable models to transfer knowledge across visual domains without relying on labeled target data. The session covered key techniques such as DANN, FCN in the Wild, Maximum Classifier Discrepancy (MCD), CORAL, DLOW, and MixStyle, highlighting how they align feature distributions or manipulate style statistics to mitigate the effects of domain shift. It was an engaging discussion that sparked new ideas on applying domain adaptation and generalization techniques across multiple projects at Covision Lab. 🚀 #TechSession #DomainAdaptation #DomainGeneralization #ComputerVision #DeepLearning #AIResearch
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Behind the Scenes: ThinkTac's Experiment Videos! Who says you need a fancy lab to shoot experiment videos?🤯🧪 All it takes is a camera, some good lighting, and a plain background — and voilà, you’ve got a science studio ready! In this behind-the-scenes peek, we’re showing how we transform ordinary spaces into great experiment sets. 🎬✨From clever set-ups to creative angles, this is how we bring science to life on camera! 🎥 Ready to see the magic happen? Let’s go BTS. #behindthescenes #sceienceexperiments #thinktac #DIYScience #HandsOnLearning #behindthescene
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Most engineers I know don’t lack ideas. They lack time. They have ten designs they’d like to test, but only time to simulate one. That limitation has shaped how products have been built for decades. When we started Quanscient, we asked a simple question: What if engineers could explore the full design space with simulations? That question led us to build Quanscient Allsolve—a cloud-native multiphysics platform that runs large-scale simulations in parallel. It turns hours into minutes and opens up exploration at a completely different scale. In this short video, I walk through how it works. But more importantly, it shows what changes when engineers can finally explore freely. #simulation #engineering #innovation #cloudcomputing #designspace #quanscient
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About last night… This was Lasers, AI, and Defence Against the Dark Arts (Vol 2) at SF Tech Week 🔮💥👾 Dan Wang & Rohit Jha did an amazing fireside on China and US - Analyst’s View Atomionics Sahil Tapiawala hosted an amazing follow up chat with some of the best deep tech global capital allocators: - Yumiko Murakami from MPower Partners - Sungjoon Cho from Fortitude Ventures - Keith Adams from Pebblebed - David G Wilson from Tyr Ventures Also talking about digital worlds was Charles Wong from Bifrost AI Huge thanks to our amazing hosts pebblebed Tammie Siew TECH WEEK by a16z #SFTechWeek Andreessen Horowitz
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Dolby Laboratories has extended its investment in Georgia Tech’s College of Computing for a second year, donating $600,000 to support new research. The audiovisual technology company supported seven research projects last year, spanning computing systems and AI modeling. VIDEO 📽️: Shriram Revankar, senior VP of Advanced Research at Dolby Labs, and Vivek Sarkar, dean of the College of Computing, discuss collaborating and its benefits: https://lnkd.in/euS3eafw One research project through the partnership is from Yalong Yang and his lab working on creating interactive, immersive versions of stories from The New York Times. Read more: https://lnkd.in/eZAFsavq #GTComputing #TogetherWeCompute #ChangeTheGame
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In a groundbreaking revelation, scientists have announced a physical ‘Warp Drive’ that could make faster-than-light travel more than just a science fiction dream. This breakthrough mimics the concept often seen in movies, potentially revolutionizing how humans explore space in the future. Video courtesy: dom_lucre | X #news #tech #technews #explorepage #explore #ScienceBreakthrough #WarpDrive
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✨ Making the Magic, One Pixel at a Time ✨ Every breakthrough starts as a “what if?” — and right now, we’re in that phase. Testing, tweaking, and bringing holographic displays to life in real time. It’s not science fiction… it’s just another day in the lab at Innovated Studios. #InnovatedStudios #FutureTech #Hologram #RAndD #InnovationInProgress #BehindTheScenes #TechDesign #MakingTheMagic
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🛰 Introducing STAR.VISION Super-Resolution Algorithm (SV-SkipDiffusion-SR) 🌍 At STAR.VISION, we’ve developed an innovative diffusion-based super-resolution algorithm that enhances satellite image resolution, revealing finer textures and sharper details. ⚡ Key Innovations: 1️⃣ Laplacian Noise Scheduling: Adaptively adjusts noise strength based on image detail, preserving high-frequency features like edges for more accurate restoration. 2️⃣ Skip Mechanism: Optimizes efficiency by reusing feature maps across diffusion steps, reducing redundant computations and accelerating inference — ideal for on-orbit applications. ⚡ Diffusion Models for SR Diffusion models are known for their ability to generate high-quality images but are often slow due to their multi-step process. Our algorithm accelerates this process, making it suitable for real-time enhancement of satellite imagery. AI-driven super-resolution transforms remote sensing from data capture to intelligent, on-the-fly image restoration, enabling a clearer, more detailed view of Earth. #STARVISION #SuperResolution #RemoteSensing #DiffusionModel #AIinSpace #DeepLearning
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Kyber on Stage at Demuxed: Innovation in Action! We’re proud to share that Julien Zouein, our Head of R&D and PhD student in #AI at the Trinity College of Dublin spoke yesterday at #Demuxed 2025, the world’s leading video engineering conference. His talk, “Reconstructing 3D from Compressed Video: An AV1-Based SfM Pipeline,” showcased how Kyber’s deep expertise in AI, video, and real-time systems is shaping the next generation of streaming and machines control. 🎥 Big congratulations to Julien 👏 for representing Kyber with brilliance and stay tuned: our innovation roadmap is just getting started. #Kyber #VideoTech #DeepTech #OpenSource #RealTime #MachineControl cc Jean-Baptiste Kempf Simon Latapie Ilhan G. Natacha Holtzhausser Mux
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Principal Developer Advocate | Scaling Developer Experience (DX) for Cloud Native & DevOps | Docker Captain
Well, it’s happening. 👏 Neuralink just reached a new milestone - the first patient in the UK received a brain chip implant and is already controlling a computer using only his thoughts. 🤯 Not a movie. Not a concept. Real human-computer interface, tested and working. From gaming and work to possible next-gen accessibility tech - this is one of those “we’ll tell our kids we saw it happen” moments. Link in comments👇 #Neuralink #Innovation #FutureIsNow #AIreality #BCI #MindTech #TechNews #NextLevel #HumanAugmentation
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On Day 3 of the Open Compute Project Foundation's 2025 global summit, I sat down with Kelley Mullick of AVAYLA LLC and Jeniece Wnorowski of Solidigm to dig into rack-scale design, hybrid cooling (direct-to-chip + immersion), and why open collaboration is the only way to keep pace with AI. 🎧 Catch our new Data Insights episode → Link in comments #OCPSummit25 #Solidigm #Avayla
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