🐛FactorMatte Video re-Composition🐛

👉FactorMatte: alternative formulation of video matting problem for re-composition

😎Review https://bit.ly/3NX6hdg
😎Paper arxiv.org/pdf/2211.02145.pdf
😎Project https://factormatte.github.io/
😎Code github.com/jacklyngu/FactorMatte

🍉 Unifying Flow, Stereo & Depth 🍉

👉A unified neural model for motion and #3D perception tasks

😎Review https://bit.ly/3AbdnFk
😎Paper arxiv.org/pdf/2211.05783.pdf
😎Project haofeixu.github.io/unimatch/
😎Code github.com/autonomousvision/unimatch

🔫 Real-Time Auto Neural Mapping 🔫

👉Robot can densely annotate a scene via fully-autonomous experimental interactions

😎Review https://bit.ly/3GfwQbY
😎Paper arxiv.org/pdf/2210.17325.pdf
😎Project ihaughton.github.io/RobE

🏔️ InfiniteNature-Zero: ∞ Video 🏔️

👉Open-source generative #AI for unbounded flythrough videos of natural scenes

😎Review https://bit.ly/3hJYELa
😎Paper arxiv.org/pdf/2207.11148.pdf
😎Project infinite-nature-zero.github.io
😎Code https://github.com/google-research/google-research/tree/master/infinite_nature_zero

🧶Open-Source Neural Inpainting Suite🧶

👉Lama Cleaner: a free and open-source inpainting tool powered by SOTA #AI model

😎Review https://bit.ly/3Ex2aSq
😎Project github.com/Sanster/lama-cleaner

🎃 eDiff-I: Generative AI by #Nvidia 🎃

👉eDiff-I: generative AI for text-to-image with instant style transfer & "paint-with-words"

😎Review https://bit.ly/3UEESzk
😎Project deepimagination.cc/eDiffi
😎Paper arxiv.org/pdf/2211.01324.pdf

♾ The Universal Image Segmentation ♾

👉OneFormer is the universal framework that unifies: semantic, instance & panoptic 🤯

😎Review https://bit.ly/3g4OAfD
😎Project praeclarumjj3.github.io/oneformer
😎Paper arxiv.org/pdf/2211.06220.pdf
😎Code github.com/SHI-Labs/OneFormer

🔥 ROVIS: Robust Online VIS 🔥

👉ROVIS is a novel method for robust online VIS that exhibits impressive accuracy on long clips

😎Review https://bit.ly/3UMugyv
😎Project zitongzhan.github.io/rovis_page/
😎Paper arxiv.org/pdf/2211.09108.pdf

🐠 FathomNet: #AI in the Oceans 🐠

👉Open-source image dataset for AI about oceans and its inhabitants

😎Review https://bit.ly/3GsW3jh
😎Project fathomnet.org/fathomnet/#/
😎Paper www.nature.com/articles/s41598-022-19939-2

💎 3DiM: Diffusion Model by Google 💎

👉3DiM: diffusion model for 3D novel view synthesis from as few as a single image

😎Review bit.ly/3UTJFgA
😎Project 3d-diffusion.github.io
😎Paper arxiv.org/pdf/2210.04628.pdf

🔥#StableDiffusion Dataset is out! 🔥

👉DIFFUSIONDB: first large-scale text-to-image dataset: 14 MILLION images with Stable Diffusion!

😎Review https://bit.ly/3V9CpNh
😎Project poloclub.github.io/diffusiondb
😎Paper arxiv.org/pdf/2210.14896.pdf
😎Repo github.com/poloclub/diffusiondb

🪄The new SOTA in Text-to-3D is out!🪄

👉#Nvidia unveils Magic3D: generative #AI to create #3D textured mesh from text prompts

😎Review https://bit.ly/3Vb6jAO
😎Project deepimagination.cc/Magic3D
😎Paper arxiv.org/pdf/2211.10440.pdf

🛸Flying-Drones Additive Manufacturing🛸

👉A novel aerial additive manufacturing (Aerial-AM) system via Drones

😎Review https://bit.ly/3XoLZOu
😎Paper www.nature.com/articles/s41586-022-04988-4

🔥Perfect Human Annotation by Google!🔥

👉TAP-Vid dataset: accurate human annotations + synthetic videos with PERFECT ground-truth

😎Review https://bit.ly/3i1KRzZ
😎Code github.com/deepmind/tapnet
😎Paper arxiv.org/pdf/2211.03726.pdf

🎴VideoINR: Neural Video Super-Resolution🎴

👉VideoINR: the new SOTA in Continuous Space-Time Super-Resolution is out!

😎Review https://bit.ly/3gpeudY
😎Paper arxiv.org/pdf/2206.04647.pdf
😎Project zeyuan-chen.com/VideoINR
😎Code github.com/Picsart-AI-Research/VideoINR-Continuous-Space-Time-Super-Resolution

🔥🔥MagicVideo: Text-To-Video #AI🔥🔥

👉MagicVideo: novel efficient text-to-video AI based on latent diffusion models

😎Review https://bit.ly/3UX5YCd
😎Paper arxiv.org/pdf/2211.11018.pdf
😎Project magicvideo.github.io/

🧟‍♀️ Generative Neural Texture for Avatars 🧟‍♀️

👉Novel #3D GAN for (the most, ever) detailed facial avatars from unstructured 2D images

😎Review https://bit.ly/3EvF0dS
😎Project mrtornado24.github.io/Next3D/
😎Paper arxiv.org/pdf/2211.11208.pdf
😎Code github.com/MrTornado24/Next3D

🔥🔥 "There can be only one" 🔥🔥

👉#Catfighting from the #AI community 😂

😎Review https://bit.ly/3Ax5I4n

🖌️ Neural Semantic Image Synthesis 🖌️

👉Adobe unveils SceneComposer: text to 2D semantic canvas with precise shapes

😎Review https://bit.ly/3EtDyIL
😎Project zengyu.me/scenec
😎Paper arxiv.org/pdf/2211.11742.pdf
😎Code github.com/zengxianyu/scenec