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What if we could model human input/output channels with multi-modal #AI? Congratulations to our amazing intern Bruce Liu for the Honorable Mentions Award #CHI2024 with amazing collaboration w/ Jiahao “Nick” Li, David Kim, and Xiang 'Anthony' Chen ! ACM SIGCHI UCLA #a11y

Ruofei Du

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10,790 просмотров • 2 лет назад •via X (Twitter)

Наука и технологии #AI #CHI2024 #a11y

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Excited to share our latest work on 🎧spatial audio-driven human motion generation. We aim to tackle a largely underexplored yet important problem of enabling virtual humans to move naturally in response to spatial audio—capturing not just what is heard, but also where the sound is coming from. To this end, we introduce the Spatial Audio-Driven Human Motion (SAM) dataset—the first comprehensive dataset featuring paired high-quality human motion and spatial audio recordings. For benchmarking, we develop a generative framework for human MOtion generation driven by SPAtial audio, termed MOSPA, which learns to synthesize realistic and diverse human motions conditioned on spatial audio input. We hope this research could provide a foundation for future research in spatial perception, virtual characters, and embodied AI. The dataset and model will be open-sourced soon. A big thank you to our intern, Shuyang Xu, for the wonderful collaboration! Congratulations, Shuyang! Project page: Paper: Video: #Animation #CG #CV #AIGC #DL #Deeplearning #Motion #Graphics #AI #GenerativeAI

Excited to share our latest work on 🎧spatial audio-driven human motion generation. We aim to tackle a largely underexplored yet important problem of enabling virtual humans to move naturally in response to spatial audio—capturing not just what is heard, but also where the sound is coming from. To this end, we introduce the Spatial Audio-Driven Human Motion (SAM) dataset—the first comprehensive dataset featuring paired high-quality human motion and spatial audio recordings. For benchmarking, we develop a generative framework for human MOtion generation driven by SPAtial audio, termed MOSPA, which learns to synthesize realistic and diverse human motions conditioned on spatial audio input. We hope this research could provide a foundation for future research in spatial perception, virtual characters, and embodied AI. The dataset and model will be open-sourced soon. A big thank you to our intern, Shuyang Xu, for the wonderful collaboration! Congratulations, Shuyang! Project page: Paper: Video: #Animation #CG #CV #AIGC #DL #Deeplearning #Motion #Graphics #AI #GenerativeAI

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Content creators, we’ve got your back! 🔥 Creating posts and banners takes time—but what if AI could do it for you? 🤯 With #Inferium, just: ✅ Picking the perfect model (you can use our Magic Search and compare models if you dont know what to use) ✅ Entering your input ✅ Getting output in seconds No stress, no struggle—just high-quality content & stunning visuals in seconds! 🚀 Run inference with our free serverless API today 👉

Content creators, we’ve got your back! 🔥 Creating posts and banners takes time—but what if AI could do it for you? 🤯 With #Inferium, just: ✅ Picking the perfect model (you can use our Magic Search and compare models if you dont know what to use) ✅ Entering your input ✅ Getting output in seconds No stress, no struggle—just high-quality content & stunning visuals in seconds! 🚀 Run inference with our free serverless API today 👉

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Together with the Ego4D consortium, we recently released Ego-Exo4D: A diverse, large-scale multi-modal, multi-view, video dataset and benchmark. Learn more about the work ➡️ Access the dataset ➡️ This work could help to advance AI models' understanding of complex human skills & enable new applications for AR systems, robotics & more.

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This means A LOT to me‼️ especially in these Times where the active Erasure of Trans people is priority ONE with our Government! To have iHeartPodcasts and Patreon Have our AWARD nominated podcast "Outlaws" with TS Madison plastered right there in TIMES SQUARE says to the world WE ARE HERE…… WE ARE QUEER and WE HAVE THE RIGHT to be seen and heard like every other HUMAN!! Thank you to my Amazing team ❤️ Trent ❤️🕊️ Tyler Rabinowitz My producer @turtlerunentertainment for OUR AMAZING SHOW ❤️ My momma is so proud 🥹 I LOVE YOU NYC 💕

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For now, BCIs like mine are output-only. They don’t generate input in the brain. They simply read neural signals and turn them into actions — like controlling a computer with your mind. In the future, I do think BCIs will be able to generate input into the brain. We are very far from that today, and anyone saying otherwise is getting ahead of reality. But if we ever get there, the most important question won’t be technical. It’ll be: what will it mean to be human?

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What if we could teach an AI to master the strategic game of 2048 through pure reinforcement learning? I did exactly that with "Agent 2048" - fine-tuning Qwen 7B model using GRPO to develop spatial reasoning and merge strategies with zero prior gameplay SFTdata! Thanks to Hugging Face and Unsloth AI for their easy to use implementation kalomaze and will brown you might like this :)

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"I think that what this technology should enable, if used correctly, is give us more time back." Chemistry laureate Demis Hassabis on how we could and maybe should use AI to simplify our lives. He and fellow laureate Paul Nurse joined our event in London, UK to discuss the topic of AI further. Hassabis shared the 2024 chemistry prize for presenting an AI model called AlphaFold2. With its help, we have been able to predict the structure of virtually all known proteins. Watch the full event:

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Systems like OpenAI's new Sora video model, just shows us that anyone can create a pretty video or a beautiful picture using nothing but a text prompt. But if we are to use the technology to create interesting art, thought-provoking cinema, and great games.. we need control of the output down to a granular level if that's what our project calls for. We need better tools and better interfaces to interact with the generative matter. Here's another example of what that could look like. Imagine this combined with a system like Sora. With complete temporal coherence and an ability to lock down the look of elements once you decide they look as they should. #ThePowerofDreams #Sora

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📍 Arvin, California 🥔 Great to be in California’s Central Valley with Rep. David Valadao. From potatoes to dairy, this region is a powerhouse of American agriculture. California is America’s #1 producer of specialty crops and a top producer with truly amazing output, accounting for nearly two-thirds of the nation’s fruits, vegetables, and nuts. Dept. of Agriculture is working every day to ensure our producers have the tools, support, and certainty they need to keep doing what they do best.

📍 Arvin, California 🥔 Great to be in California’s Central Valley with Rep. David Valadao. From potatoes to dairy, this region is a powerhouse of American agriculture. California is America’s #1 producer of specialty crops and a top producer with truly amazing output, accounting for nearly two-thirds of the nation’s fruits, vegetables, and nuts. Dept. of Agriculture is working every day to ensure our producers have the tools, support, and certainty they need to keep doing what they do best.

Secretary Brooke Rollins

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In this defining moment, we must stand with those whose creativity shapes our culture, our economy, and our shared human story. Algorithms may calculate, but the human creativity behind it all is what pours heart, history, hope and the human into and out of every note, frame and story. AI cannot be allowed to redefine the soul of creation. If we erode the rights that protect our creators, we don’t just risk economic loss - we risk a strangulation of those voices that tell our stories, reflect our struggles, and inspire our futures. Let’s affirm that in Britain, we value not just innovation, but the irreplaceable human spirit behind creativity and protect the rights that means we thrive. For now and generations yet to imagine, to dream, and create.

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Today, we're launching Good Start Labs w/ $3.6M from amazing investors including Inovia Capital & General Catalyst My whole life I've been learning from games Over the past five years, I've dreamt about how AI learn with me. Today we're launching LOL Arena, the first AI benchmark for humor, informed by millions of human votes. We are also launching Diplomacy Arena ranking strategy, betrayal, and prompt impact across models. In the coming years we hope to lead at the intersection of Gen AI & Games and define what it means to do alignment via entertainment. Ensuring everyone can share their voice and help AI become a tool that really is custom built to help bring our dreams to life. If that inspires you, join us! We're hiring. Here's what we're shipping today: 🧵

Today, we're launching Good Start Labs w/ $3.6M from amazing investors including Inovia Capital & General Catalyst My whole life I've been learning from games Over the past five years, I've dreamt about how AI learn with me. Today we're launching LOL Arena, the first AI benchmark for humor, informed by millions of human votes. We are also launching Diplomacy Arena ranking strategy, betrayal, and prompt impact across models. In the coming years we hope to lead at the intersection of Gen AI & Games and define what it means to do alignment via entertainment. Ensuring everyone can share their voice and help AI become a tool that really is custom built to help bring our dreams to life. If that inspires you, join us! We're hiring. Here's what we're shipping today: 🧵

alex duffy

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Steve Jobs was a great communicator of technology, and we could learn something from him today, in the context of AI. Sam Altman recently said, "If AI stays on the trajectory we think it will, then amazing things will be possible. Maybe with 10 gigawatts of compute, AI can figure out how to cure cancer." That's a fine quote. The abundance AI promises is super exciting. But Sam is saying that AI is going to figure out how to cure cancer. And if you've used these tools today, and talked to people who are at the labs, the reality is it's much more likely that humans will use AI to cure cancer. Steve might have said: "If AI stays on the trajectory we think it will, then amazing things will be possible. Maybe with 10 gigawatts of compute, humans can use AI to cure cancer." Small tweak, but a big difference. Steve Jobs was not one to shy away from impressive specs and massive scale, but flipping the final line from "AI will cure cancer" to "Humans will use AI to cure cancer" makes all the difference. Apple under Steve Jobs put human centrality at the heart of everything they did. And we need that spirit to infuse how we communicate about AI today.

Steve Jobs was a great communicator of technology, and we could learn something from him today, in the context of AI. Sam Altman recently said, "If AI stays on the trajectory we think it will, then amazing things will be possible. Maybe with 10 gigawatts of compute, AI can figure out how to cure cancer." That's a fine quote. The abundance AI promises is super exciting. But Sam is saying that AI is going to figure out how to cure cancer. And if you've used these tools today, and talked to people who are at the labs, the reality is it's much more likely that humans will use AI to cure cancer. Steve might have said: "If AI stays on the trajectory we think it will, then amazing things will be possible. Maybe with 10 gigawatts of compute, humans can use AI to cure cancer." Small tweak, but a big difference. Steve Jobs was not one to shy away from impressive specs and massive scale, but flipping the final line from "AI will cure cancer" to "Humans will use AI to cure cancer" makes all the difference. Apple under Steve Jobs put human centrality at the heart of everything they did. And we need that spirit to infuse how we communicate about AI today.

TBPN

21,828 просмотров • 6 месяцев назад