🥫 Plug 'n' play self-checkout 🥫

👉#Google's new shelf-checking #AI: recognizing billions of products, even purchased/moved

😎Review https://bit.ly/3J58hQe
😎News https://cloud.google.com/blog/transform/nrf-2023-google-cloud-big-show-big-moment-hybrid-retail

🍊 GLIGEN: Grounded T2I Diffusion 🍊

👉New (insane🤯) SOTA in zero-shot layout-to-image generation. Demo available!

😎Review https://bit.ly/3J0rnHw
😎Paper arxiv.org/pdf/2301.07093.pdf
😎Code github.com/gligen/GLIGEN
😎Demo dev.hliu.cc/gligen_mirror2/
😎Project gligen.github.io/

🧤 Handy: Hands "Pipeline" by #Shopify 🧤

👉Shopify open-sourced Handy: hand gestures via #metaquest headsets -> into #Blender

😎Review https://bit.ly/3Wpkpi2
😎Project github.com/Shopify/handy
😎Demo diegomacario.github.io/Hands-In-The-Web/public/index.html

🍀 NeRF2NeRF: 3D registration on NeRFs 🍀

👉A novel 3D registration that operates directly on NeRFs

😎Review https://bit.ly/3ZRgz4a
😎Paper arxiv.org/pdf/2211.01600.pdf
😎Code github.com/nerf2nerf
😎Project https://nerf2nerf.github.io/
😎Dataset https://drive.google.com/drive/folders/1jNpwAv1T1ntjIHUMJ1wABePA2Z8_nRRQ

🎨 RecolorNeRF: #3D Color Editing 🎨

👉INSANE palette-based color editing of NeRF scenes

😎Review https://bit.ly/3GYjhfR
😎Paper arxiv.org/pdf/2301.07958.pdf
😎Project sites.google.com/view/recolornerf

🏞OmniObject3D: Realistic 3D Dataset 🏞

👉Large-vocabulary #3D dataset for realistic perception, reconstruction & generation

😎Review https://bit.ly/3HlXyjp
😎Paper arxiv.org/pdf/2301.07525.pdf
😎Project omniobject3d.github.io/

👑 OnePose++: One-Shot Pose 👑

👉Open-source (insane) keypoint-free pose pipeline for #AR

😎Review https://bit.ly/3kF0BdG
😎Paper arxiv.org/pdf/2301.07673.pdf
😎Project zju3dv.github.io/onepose_plus_plus
😎Code github.com/zju3dv/OnePose_Plus_Plus
😎Dataset zjueducn-my.sharepoint.com/personal/12121064_zju_edu_cn/_layouts/15/onedrive.aspx

🍄 BTS: Density Fields from Single View 🍄

👉Volumetric scene representation from a single image in challenging conditions

😎Review https://bit.ly/3wjHDvH
😎Paper arxiv.org/pdf/2301.07668.pdf
😎Project fwmb.github.io/bts/

⚡StyleGAN-T: unlocking Power of GANs⚡

👉#Nvidia unveils StyleGAN-T to regain competitiveness to GANs vs. Diffusive Models

😎Review https://bit.ly/3HtKxEA
😎Paper arxiv.org/pdf/2301.09515.pdf
😎Project sites.google.com/view/stylegan-t
😎Code github.com/autonomousvision/stylegan-t

🪀 NeRF in Time, Space and Appearance 🪀

👉From Berkeley k-planes: a white-box model for radiance fields in arbitrary dimensions

😎Review https://bit.ly/3J8GiiS
😎Paper arxiv.org/pdf/2301.10241.pdf
😎Project sarafridov.github.io/K-Planes/
😎Code github.com/sarafridov/K-Planes

🔥 Neural Tracking via Weighted OF 🔥

👉The new SOTA in planar neural tracking is INSANE!

😎Review https://bit.ly/404gcDs
😎Paper arxiv.org/pdf/2301.10057.pdf
😎Code github.com/serycjon/WOFT
😎Project cmp.felk.cvut.cz/~serycjon/WOFT

♿ Detecting Vulnerable Pedestrian ♿

👉 BGSU opens a novel pedestrian dataset for vulnerable people

😎Review https://bit.ly/3JjVmu2
😎Paper arxiv.org/pdf/2212.06218.pdf
😎Data github.com/devvansh1997/BGVP

🧠 SERENA: LLM for Mental Health Support 🧠

👉Interactive #AI (in "#chatgpt" style) designed for mental health counseling

😎Review https://bit.ly/3wtbW37
😎Paper arxiv.org/pdf/2301.09412.pdf
😎Project https://serena.chat/

🐕 MAV3D: #3D Video from Text 🐕

👉#META unveils a novel #AI for generating #3D dynamic videos from text

😎Review https://bit.ly/3XN0zin
😎Paper arxiv.org/pdf/2301.11280.pdf
😎Project make-a-video3d.github.io

🔥CutLER: Unsupervised Segmentation 🔥

👉Novel paper by #META on detection & instance segmentation without human annotations

😎Review https://bit.ly/3DlFiUG
😎Paper arxiv.org/pdf/2301.11320.pdf
😎Code github.com/facebookresearch/CutLER
😎Project people.eecs.berkeley.edu/~xdwang/projects/CutLER

😍 CLIP/GPT3-driven Affective Faces 😍

👉Columbia unveils a neural framework for facial expressions retrieval given the context of the speaker

😎Review https://bit.ly/3HERna0
😎Paper arxiv.org/pdf/2301.10939.pdf
😎Project realtalk.cs.columbia.edu
😎Code github.com/scottgeng00/realtalk

🐦 Physics-inspired Computer Vision 🐦

👉UCLA unveils PhyCV, the first Physics-inspired Computer Vision Library

😎Review https://bit.ly/3HEWozI
😎Code github.com/JalaliLabUCLA/phycv
😎Project photonics.ucla.edu/2022/05/12/jalali-lab-open-sources-phycv-a-physics-inspired-computer-vision-library/

🎷Audio-Visual Semantic Segmentation🎷

👉A novel problem in #AI: pixel-level segmentation of objects that produce sound in the image frame

😎Review https://bit.ly/3wFY6dw
😎Paper arxiv.org/pdf/2301.13190.pdf
😎Project opennlplab.github.io/AVSBench
😎Code github.com/OpenNLPLab/AVSBench

🚛 Text-driven Video Neural Editing 🚛

👉A novel text-guided video editing with both appearance/shape

😎Review https://bit.ly/3YcfMJO
😎Paper arxiv.org/pdf/2301.13173.pdf
😎Project text-video-edit.github.io/

⭐ Mono-STAR: Unified Track/3D ⭐

👉Real-time 3D unified framework for semantic fusion, tracking, non-rigid deformation, and topological changes

😎Review https://bit.ly/3Dxvxmx
😎Paper arxiv.org/pdf/2301.13244.pdf
😎Project github.com/changhaonan/Mono-STAR-demo