👛 New Task in #AI: Domain Expansion 👛

👉#Adobe on augmenting the space a model can generate, without overriding its original behavior

😎Review https://bit.ly/3ZCtwPA
😎Paper arxiv.org/pdf/2301.05225.pdf
😎Project yotamnitzan.github.io/domain-expansion
😎Code github.com/adobe-research/domain-expansion

🍏 MMEditing: SOTA toolbox for #AI 🍏

👉An open-source image/video editing toolbox based on #PyTorch

😎Review https://bit.ly/3k4cmK8
😎Project github.com/open-mmlab/mmediting

📶 Dense Pose from WiFi 📶

👉AI able to map phase/amplitude of WiFi signals for human sensing application

😎Review https://bit.ly/3QDeFQC
😎Paper arxiv.org/pdf/2301.00250.pdf

🏵️ Instant-NeRF Artists Gallery 🏵️

👉A gallery of beautiful scenes powered by the #NVIDIA Instant-NeRF

😎Review https://bit.ly/3XxV9au
😎Gallery www.nvidia.com/en-us/research/ai-art-gallery/instant-nerf

🪷 Saliency Detection by/for Impaired 🪷

👉A novel dataset using images taken by visually impaired people. Suitable for (big object/text) saliency detectors

😎Paper arxiv.org/pdf/2301.05323.pdf
😎Data vizwiz.org/tasks-and-datasets/salient-object-detection
😎Code vizwiz.org/wp-content/uploads/2023/01/sod_mask_example.txt

🧪 YOLOv6 v3.0 is out! 🧪

👉Meituan open-sourced YOLOv6 v3.0: many novel enhancements on architecture & training scheme. New SOTA on COCO!

😎Review https://bit.ly/3wbj7wC
😎Paper arxiv.org/pdf/2301.05586.pdf
😎Code github.com/meituan/YOLOv6

🥫 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