Scientists create ‘life-saving’ AI that predicts if cancer will spread. Doctors are now able to see more clearly whether an aggressive type of breast cancer will spread by using AI. This will then allow super personalized treatment to help to save lives. http://
independent.co.uk/news/science/b
reast-cancer-ai-lymph-nodes-b2345906.html
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MACHINE LEARNING
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AI Predicts Breast Cancer Spread for Personalized Treatment
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Falcon 40B Outperforms LLaMa 65B With Half Training Compute
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Nobody's been talking about it but it's rather *mind-blowing* imo that the open-source Flacon 40B model is topping LLaMa 65B on leaderboards and many evals while having required not even half the compute of LLaMa to train from scratch Quick back of the envelop calculations:
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ObjectFolder Benchmark: Multisensory Learning Neural Real Objects
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The ObjectFolder Benchmark: Multisensory Learning with Neural and Real Objects paper page: https://
huggingface.co/papers/2306.00
956
… introduce the ObjectFolder Benchmark, a benchmark suite of 10 tasks for multisensory object-centric learning, centered around object recognition, reconstruction, -
GenMM: Generative Motion Matching from Example Sequences
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Example-based Motion Synthesis via Generative Motion Matching
— AK (@_akhaliq) 2 juin 2023
paper page: https://t.co/3w0A1i8wWS
present GenMM, a generative model that "mines" as many diverse motions as possible from a single or few example sequences. In stark contrast to existing data-driven methods, which… pic.twitter.com/bS0rGVCJJ1Example-based Motion Synthesis via Generative Motion Matching paper page: https://
huggingface.co/papers/2306.00
378
… present GenMM, a generative model that "mines" as many diverse motions as possible from a single or few example sequences. In stark contrast to existing data-driven methods, which -

StableRep: Learning Visual Representations from Synthetic Text-to-Image Models
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StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners paper page: https://
huggingface.co/papers/2306.00
984
… We investigate the potential of learning visual representations using synthetic images generated by text-to-image models. This is a natural -
SnapFusion: Fast Text-to-Image Generation on Mobile Devices
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SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
— AK (@_akhaliq) 2 juin 2023
paper page: https://t.co/ykIrW1u1Uo
present a generic approach that, for the first time, unlocks running text-to-image diffusion models on mobile devices in less than 2 seconds. We achieve so by… pic.twitter.com/rJjPjCjRDwSnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds paper page: https://
huggingface.co/papers/2306.00
980
… present a generic approach that, for the first time, unlocks running text-to-image diffusion models on mobile devices in less than 2 seconds. We achieve so by -

ViCo: Detail-Preserving Visual Condition for Personalized Text-to-Image Generation
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ViCo: Detail-Preserving Visual Condition for Personalized Text-to-Image Generation paper page: https://
huggingface.co/papers/2306.00
971
… present a plug-in method, named ViCo, for fast and lightweight personalized generation. Specifically, we propose an image attention module to condition the -

Inserting Any Person into Diffusion Models with Single Photo
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Inserting Anybody in Diffusion Models via Celeb Basis paper page: https://
huggingface.co/papers/2306.00
926
… propose a new personalization method that allows for the seamless integration of a unique individual into the pre-trained diffusion model using just one facial photograph and only 1024 -

Wuerstchen: Efficient Text-to-Image Model Pretraining Technique
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Wuerstchen: Efficient Pretraining of Text-to-Image Models paper page: https://
huggingface.co/papers/2306.00
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… introduce Wuerstchen, a novel technique for text-to-image synthesis that unites competitive performance with unprecedented cost-effectiveness and ease of training on constrained -

SafeDiffuser: Safe Planning with Diffusion Probabilistic Models
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SafeDiffuser: Safe Planning with Diffusion Probabilistic Models paper page: https://
huggingface.co/papers/2306.00
148
… propose a new method, called SafeDiffuser, to ensure diffusion probabilistic models satisfy specifications by using a class of control barrier functions. The key idea of our