AI with Papers - Artificial Intelligence & Deep Learning
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All the AI with papers. Every day fresh updates about #DeepLearning, #MachineLearning, LLMs and #ComputerVision

Curated by Alessandro Ferrari | https://www.linkedin.com/in/visionarynet/

#artificialintelligence #machinelearning #ml #AI
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🔥SIMPLI: ligh novel-view synthesis🔥

👉Lightweight novel-view synthesis by #Samsung for arbitrary forward-facing scenes

😎Review https://bit.ly/3CivSYZ
😎Project samsunglabs.github.io/MLI
😎Code github.com/SamsungLabs/MLI
😎Paper samsunglabs.github.io/MLI/paper/paper.pdf
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🥏 EVA3D: new SOTA in #3D humans 🥏

👉EVA3D: new SOTA for unconditional NeRF-human generation from 2D only

😎Review https://bit.ly/3Th9qX7
😎Code github.com/hongfz16/EVA3D
😎Paper arxiv.org/pdf/2210.04888.pdf
😎Project hongfz16.github.io/projects/EVA3D.html
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🍏 f-DM: Diffusion Models by Apple 🍏

👉Spectacular work by #Apple on DMs: HQ generation with better efficiency and semantic

😎Review https://bit.ly/3Tils2u
😎Project https://jiataogu.me/fdm/
😎Paper arxiv.org/pdf/2210.04955.pdf
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🏅GENIE by #Nvidia -> Faster Generation🏅

👉Higher-Order Denoising Diffusion Solvers for faster and better synthesis

😎Review https://bit.ly/3CRjtwr
😎Project nv-tlabs.github.io/GENIE/
😎Paper arxiv.org/pdf/2210.05475.pdf
😎Code github.com/nv-tlabs/GENIE
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🥬 "Perception Test" by #DeepMind 🥬

👉Huge dataset with obj & point tracks, temporal sounds, multiple & grounded vQA

😎Review https://bit.ly/3Vqh96Q
😎Dataset github.com/deepmind/perception_test
😎Project www.deepmind.com/blog/measuring-perception-in-ai-models
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🦑 Instant Map-free Relocalization 🦑

👉#Niantic unveils a novel instant, metric scaled re-localization with one single photo

😎Review https://bit.ly/3S1Gdyh
😎Paper arxiv.org/pdf/2210.05494.pdf
😎Project research.nianticlabs.com/mapfree-reloc-benchmark
😎Data research.nianticlabs.com/mapfree-reloc-benchmark/dataset
🔥13👍2
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🧮 Novel DM for 3D Shapes by #Nvidia 🧮

👉Hierarchical Latent Point Diffusion Model (LION) for 3D shape generation

😎Review https://bit.ly/3yDhZ6I
😎Paper arxiv.org/pdf/2210.06978.pdf
😎Project https://nv-tlabs.github.io/LION/
😎Code(soon) github.com/nv-tlabs/LION
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🪲#6D estimation fully in the wild🪲

👉First ever self-supervised 6D pose estimation training in the wild

😎Review https://bit.ly/3yHdHuS
😎Paper arxiv.org/pdf/2210.07199.pdf
😎Project kywind.github.io/self-pose
😎Code (soon)
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Stable Diffusion in #Blender

👉Render with SuperPowers: novel scene render via text prompt

😎Review https://bit.ly/3s1mEeN
😎Code github.com/benrugg/AI-Render
🤯8👍52
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Markerless Body-Object Interaction

👉Novel whole-bodies/objects interaction method from multi-view RGB-D data

😎Review https://bit.ly/3yO56GY
😎Data intercap.is.tue.mpg.de/login.php
😎Project https://intercap.is.tue.mpg.de
😎Code github.com/YinghaoHuang91
😎Paper intercap.is.tue.mpg.de/media/upload/main.pdf
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🔥 Dressing Avatars by #META 🔥

👉Novel deep photorealistic appearance method for physically-simulated clothing in #metaverse

😎Review https://bit.ly/3yRBW9Y
😎Paper arxiv.org/pdf/2206.15470.pdf
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🪂 Parallel NeRF for 6-DoF pose 🪂

👉#Nvidia unveils a parallel NeRF for 6-DoF target pose estimation

😎Review https://bit.ly/3guWWwA
😎Paper arxiv.org/pdf/2210.10108.pdf
😎Project https://pnerfp.github.io/
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🦙LaMAR: Localization/Mapping for #AR🦙

👉A new benchmark for #AR in large and unconstrained scenes

😎Review https://bit.ly/3DjlnWU
😎Paper lamar.ethz.ch/files/LaMAR.pdf
😎Project https://lamar.ethz.ch/
😎Code github.com/microsoft/lamar-benchmark
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🔥New SOTA in Panoptic Segmentation🔥

👉#Google (with Hinton🤯) unveils Pix2Seq-D: novel generalist framework for panoptic segmentation

😎Review https://bit.ly/3DmpbGM
😎Paper arxiv.org/pdf/2210.06366.pdf
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🎨 UniColor: Unified Colorization 🎨

👉The first unified framework for colorization via stroke, exemplar, text, and a mix of them

😎Review https://bit.ly/3gESR9y
😎Paper arxiv.org/pdf/2209.11223.pdf
😎Project luckyhzt.github.io/unicolor
😎Code (SOON)
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🤯 Full-Body from head/hand signals 🤯

👉#Meta unveils AvatarPoser: first full-body pose method via user’s head/hands

😎Review https://bit.ly/3gESR9y
😎Paper arxiv.org/pdf/2207.13784.pdf
😎Code github.com/eth-siplab/AvatarPoser
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🤖JRBD: Egocentric Perception of Humans🤖

👉Stanford -> JRDB-Pose: Dataset with 600,000+ body pose annotations!

😎Review https://bit.ly/3gEZBE4
😎Paper arxiv.org/pdf/1910.11792.pdf
😎Project jrdb.erc.monash.edu/
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↕️SOTA Action Detector @90+ FPS!↕️

👉YOWO-plus: real-time method for spatio-temporal action detection. YOWO-Nano the fastest!

😎Review https://bit.ly/3TUdhcI
😎Paper arxiv.org/pdf/2210.11219.pdf
😎Code github.com/yjh0410/PyTorch_YOWO
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🛎️🛎️Autoregressive NeRF-Avatar🛎️🛎️

👉AutoAvatar by #Meta: autoregressive method for modeling dynamically deforming human bodies from raw scans

😎Review https://bit.ly/3W0oTgo
😎Paper arxiv.org/pdf/2203.13817.pdf
😎Project zqbai-jeremy.github.io/autoavatar
😎Code github.com/facebookresearch/AutoAvatar
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