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๐ SOTA: One-Shot Animatable Avatars ๐
๐ELICIT: synthesis & avatar animation -> NeRF representation in one-shot
๐Review https://bit.ly/3P3eZY6
๐Paper arxiv.org/pdf/2212.02469.pdf
๐Project https://elicit3d.github.io/
๐Code github.com/huangyangyi/ELICIT
๐ELICIT: synthesis & avatar animation -> NeRF representation in one-shot
๐Review https://bit.ly/3P3eZY6
๐Paper arxiv.org/pdf/2212.02469.pdf
๐Project https://elicit3d.github.io/
๐Code github.com/huangyangyi/ELICIT
๐ฅ4๐2โค1๐ฅฐ1๐ฑ1๐ฉ1
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๐ธ RANA: Neural Avatar by #Nvidia ๐ธ
๐Neural humans under arbitrary viewpoints, body poses & lighting
๐Review https://bit.ly/3iIYOTP
๐Paper arxiv.org/pdf/2212.03237.pdf
๐Project nvlabs.github.io/RANA
๐Neural humans under arbitrary viewpoints, body poses & lighting
๐Review https://bit.ly/3iIYOTP
๐Paper arxiv.org/pdf/2212.03237.pdf
๐Project nvlabs.github.io/RANA
๐ฅ7๐3๐1
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๐งฐUDE: Unified Human Motion Generation๐งฐ
๐The first unified human motion from Text or Audio. Audio ON, New SOTA.
๐Review https://bit.ly/3HjWsVN
๐Paper arxiv.org/pdf/2211.16016.pdf
๐Project zixiangzhou916.github.io/UDE
๐Code github.com/zixiangzhou916/UDE
๐The first unified human motion from Text or Audio. Audio ON, New SOTA.
๐Review https://bit.ly/3HjWsVN
๐Paper arxiv.org/pdf/2211.16016.pdf
๐Project zixiangzhou916.github.io/UDE
๐Code github.com/zixiangzhou916/UDE
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๐ฅ #StableDiffusion 2.1 is out! ๐ฅ
๐Stability.ai releases Stable Diffusion v2.1 and DreamStudio-Updates_7-Dec 22.
๐Review https://bit.ly/3Y49898
๐Code github.com/Stability-AI/stablediffusion
๐Blog stability.ai/blog/stablediffusion2-1-release7-dec-2022
๐Stability.ai releases Stable Diffusion v2.1 and DreamStudio-Updates_7-Dec 22.
๐Review https://bit.ly/3Y49898
๐Code github.com/Stability-AI/stablediffusion
๐Blog stability.ai/blog/stablediffusion2-1-release7-dec-2022
๐คฏ6โค5๐2๐ฅ2๐ฑ1
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๐ช Fast Neural Deferred Shading ๐ช
๐Novel fast multi-view 3D reconstruction with arbitrary materials & light
๐Review https://bit.ly/3Brs9bY
๐Project fraunhoferhhi.github.io/neural-deferred-shading
๐Code github.com/fraunhoferhhi/neural-deferred-shading
๐Paper mworchel.github.io/assets/papers/neural_deferred_shading_with_supp.pdf
๐Novel fast multi-view 3D reconstruction with arbitrary materials & light
๐Review https://bit.ly/3Brs9bY
๐Project fraunhoferhhi.github.io/neural-deferred-shading
๐Code github.com/fraunhoferhhi/neural-deferred-shading
๐Paper mworchel.github.io/assets/papers/neural_deferred_shading_with_supp.pdf
๐4๐ฅ3๐คฏ1๐ฑ1๐1
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๐ฆ #3D Human Motion from Speech ๐ฆ
๐The new SOTA in generating 3D holistic body motions from human speech
๐Review https://bit.ly/3W59RVB
๐Project talkshow.is.tue.mpg.de/
๐Paper arxiv.org/pdf/2212.04420.pdf
๐The new SOTA in generating 3D holistic body motions from human speech
๐Review https://bit.ly/3W59RVB
๐Project talkshow.is.tue.mpg.de/
๐Paper arxiv.org/pdf/2212.04420.pdf
๐คฏ5โค3โก3๐พ2๐คฉ1
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๐4K-NeRF: Ultra High Resolution NeRF๐
๐Alibaba unveils the novel SOTA in Ultra High Resolution NeRF -> Up to 4K!
๐Review https://bit.ly/3hh3YGj
๐Code github.com/frozoul/4K-NeRF
๐Paper arxiv.org/pdf/2212.04701.pdf
๐Alibaba unveils the novel SOTA in Ultra High Resolution NeRF -> Up to 4K!
๐Review https://bit.ly/3hh3YGj
๐Code github.com/frozoul/4K-NeRF
๐Paper arxiv.org/pdf/2212.04701.pdf
๐คฏ10๐5โค2๐ฅฐ1๐พ1
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๐๏ธ Eye Tracking: the Tear Film Lipid ๐๏ธ
๐ Berkeley unveils a novel approach for DED, fully CV-based
๐Review https://bit.ly/3FndGyY
๐Project easytear-dev.github.io/
๐Paper arxiv.org/pdf/2212.03450.pdf
๐ Berkeley unveils a novel approach for DED, fully CV-based
๐Review https://bit.ly/3FndGyY
๐Project easytear-dev.github.io/
๐Paper arxiv.org/pdf/2212.03450.pdf
๐คฏ7๐3๐ฑ1
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๐ฒ Neural Rendering from Web Images ๐ฒ
๐Snap opens the novel SOTA in neural rendering from online image collections
๐Review https://bit.ly/3VPOjwy
๐Project formyfamily.github.io/NeROIC/
๐Paper arxiv.org/pdf/2201.02533.pdf
๐Code github.com/snap-research/NeROIC
๐Snap opens the novel SOTA in neural rendering from online image collections
๐Review https://bit.ly/3VPOjwy
๐Project formyfamily.github.io/NeROIC/
๐Paper arxiv.org/pdf/2201.02533.pdf
๐Code github.com/snap-research/NeROIC
๐ฅ7๐2๐ฅฐ1
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๐ฅ E2POSE: code is out! ๐ฅ
๐E2Pose: fully convolutional networks for e2e multi-person pose estimation
๐Review https://bit.ly/3WelGsP
๐Code github.com/AISIN-TRC/E2Pose
๐Tutorial cedro3.com/ai/e2pose/
๐Paper, not yet ๐คทโโ๏ธ
๐E2Pose: fully convolutional networks for e2e multi-person pose estimation
๐Review https://bit.ly/3WelGsP
๐Code github.com/AISIN-TRC/E2Pose
๐Tutorial cedro3.com/ai/e2pose/
๐Paper, not yet ๐คทโโ๏ธ
๐ฅ7โก2๐คฏ1
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๐งDistortion-Aware Neural Selection ๐ง
๐#Adobe unveils a novel method for interactive workflows used for decaling, texturing, or painting on surfaces
๐Review https://bit.ly/3uSou3b
๐Project threedle.github.io/DA-Wand
๐Paper https://drive.google.com/file/d/1OkGwIPQb9RUeT5aw-X_tdBAPG0bB4dNQ/view
๐#Adobe unveils a novel method for interactive workflows used for decaling, texturing, or painting on surfaces
๐Review https://bit.ly/3uSou3b
๐Project threedle.github.io/DA-Wand
๐Paper https://drive.google.com/file/d/1OkGwIPQb9RUeT5aw-X_tdBAPG0bB4dNQ/view
๐ฅ3๐1๐คฏ1
๐ฅ GhostNetV2: Pure Neural Fire! ๐ฅ
๐ Novel HW-friendly attention & GhostNetV2 for mobile. Top-1 with only 167M FLOPs
๐Review https://bit.ly/3j2EIUJ
๐Paper arxiv.org/pdf/2211.12905.pdf
๐ Novel HW-friendly attention & GhostNetV2 for mobile. Top-1 with only 167M FLOPs
๐Review https://bit.ly/3j2EIUJ
๐Paper arxiv.org/pdf/2211.12905.pdf
๐คฏ4๐ฅ2โก1
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๐งฒ MAGVIT: 250x Faster Transformer ๐งฒ
๐MAGVIT: ONE model -> 10+ video synthesis tasks!
๐Review https://bit.ly/3FX2P09
๐Project magvit.cs.cmu.edu/
๐Paper arxiv.org/pdf/2212.05199.pdf
๐Code github.com/MAGVIT/magvit
๐MAGVIT: ONE model -> 10+ video synthesis tasks!
๐Review https://bit.ly/3FX2P09
๐Project magvit.cs.cmu.edu/
๐Paper arxiv.org/pdf/2212.05199.pdf
๐Code github.com/MAGVIT/magvit
๐คฏ9๐ฅ2๐ฑ2๐คฉ1
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๐ฏ MOTRv2: Tracking by Pretrained Model ๐ฏ
๐MOTRv2: e2e multi-object tracking with pretrained detector
๐Review https://bit.ly/3UYzvdN
๐Paper arxiv.org/pdf/2211.09791.pdf
๐Code github.com/megvii-research/MOTRv2
๐MOTRv2: e2e multi-object tracking with pretrained detector
๐Review https://bit.ly/3UYzvdN
๐Paper arxiv.org/pdf/2211.09791.pdf
๐Code github.com/megvii-research/MOTRv2
๐2๐ฅ1๐คฉ1
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โ ECON: Explicit Clothed #Avatars โ
๐ECON: high-fidelity 3D humans even in loose clothes and challenging poses
๐Review https://bit.ly/3W21Wsu
๐Paper arxiv.org/pdf/2212.07422.pdf
๐Project https://xiuyuliang.cn/econ/
๐Code https://github.com/YuliangXiu/ECON
๐ECON: high-fidelity 3D humans even in loose clothes and challenging poses
๐Review https://bit.ly/3W21Wsu
๐Paper arxiv.org/pdf/2212.07422.pdf
๐Project https://xiuyuliang.cn/econ/
๐Code https://github.com/YuliangXiu/ECON
โก1๐1๐คฏ1
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๐ฅ 3DHumanGAN: 3D Humans ๐ฅ
๐ The first ever 3D-aware GAN for full-body humans is out!
๐Review https://bit.ly/3V07QJE
๐Paper arxiv.org/pdf/2212.07378.pdf
๐Code 3dhumangan.github.io/
๐Project github.com/3dhumangan/3DHumanGAN
๐ The first ever 3D-aware GAN for full-body humans is out!
๐Review https://bit.ly/3V07QJE
๐Paper arxiv.org/pdf/2212.07378.pdf
๐Code 3dhumangan.github.io/
๐Project github.com/3dhumangan/3DHumanGAN
๐ฅ4๐คฏ2๐คฉ1
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๐ DifFace: Super-Face Restoration ๐
๐The new SOTA face restoration in severe-degradation photos
๐Review https://bit.ly/3YqCsXr
๐Paper arxiv.org/pdf/2212.06512.pdf
๐Code github.com/zsyOAOA/DifFace
๐The new SOTA face restoration in severe-degradation photos
๐Review https://bit.ly/3YqCsXr
๐Paper arxiv.org/pdf/2212.06512.pdf
๐Code github.com/zsyOAOA/DifFace
๐คฏ9โค7๐5๐คฉ1
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๐ฅDRAMA of the week: ARTIST vs.#AI ART๐ฅ
๐Generative AI is changing forever (again) how we create images, video and music. Progress brings conflict.
Let's talk: https://bit.ly/3BHOUIN
๐Generative AI is changing forever (again) how we create images, video and music. Progress brings conflict.
Let's talk: https://bit.ly/3BHOUIN
๐คฃ6๐ฅฐ1
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๐ผ๏ธ PV3D: Generative Portrait Video ๐ผ๏ธ
๐ PV3D: first generative #AI for multi-view consistent portrait videos
๐Review https://bit.ly/3W5l5dn
๐Project showlab.github.io/pv3d/
๐Paper arxiv.org/pdf/2212.06384.pdf
๐ PV3D: first generative #AI for multi-view consistent portrait videos
๐Review https://bit.ly/3W5l5dn
๐Project showlab.github.io/pv3d/
๐Paper arxiv.org/pdf/2212.06384.pdf
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AI with Papers - Artificial Intelligence & Deep Learning
โ๏ธSOTA ALERT! Particles Tracking โ๏ธ ๐The new SOTA in video particles tracking. "Old school" taste, with neural flavor ๐งก ๐Review https://bit.ly/3CaU5Ai ๐Project particle-video-revisited.github.io/ ๐Paper arxiv.org/pdf/2204.04153.pdf ๐Code github.com/aharley/pips
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๐ฅ MODEL (and SOTA) UPDATE ๐ฅ
๐ New PIPs checkpoint: 4x larger batch size and better performance than the "old" #ECCV2022 paper
๐ In the gif: tracking >5000 points on a camel (1.5s on #Nvidia RTX 3090)
๐ New PIPs checkpoint: 4x larger batch size and better performance than the "old" #ECCV2022 paper
๐ In the gif: tracking >5000 points on a camel (1.5s on #Nvidia RTX 3090)
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