How to come up with research ideas? Excited about starting doing research but have no clue?🤷‍♂️🤷🏻‍♀️ Here are some simple methods that I found useful in identifying initial directions. Check out the thread below 👇

the axis-angle representation of 3D rotation a single 3D vector, where • its direction v̂ is the axis of rotation • its magnitude ||v|| is the angle to rotate by

(1/4) Pleased to announce our #CVPR2023 paper ARO-Net, a novel shape encoding for learning implicit field representation of 3D shapes. Project page: aro-net.github.io

Introducing Slice3D (#CVPR2024 paper #23, 10:30-12, Arch 4A-E) for single-view 3D reconstruction by first predicting multi-slice images. The key is occlusion revelation, while sidestepping multi-view inconsistency. Trained on single A40 & inf time < 20s. yizhiwang96.github.io/Slice3D/

Thank you Zhengzhong for sharing! Our code is now avilable at github.com/mingrui-zhao/S…

Checkout Amir's work on few step image editing with diffusion.

📢📢📢 "ASIA" @ #SIGGRAPHAsia2025. 😉 We segment 3D shapes into possibly non-semantic and non-text describable parts using only a few annotated in-the-wild images as references! 👉Project Page: sairajk.github.io/asia/ 📄Paper: arxiv.org/abs/2509.24288

ASIA = Adaptive (3D) Segmentation (from) Image Annotations. I’d also called it SAW, Segment Any Way! Indeed, the most useful and practical segmentation is one that fully adapts to user intents … see technical details below.

Advances in 4D Representation: Geometry, Motion, and Interaction Abstract (excerpt) Instead of offering an exhaustive enumeration of many works, we take a more selective approach by focusing on representative works to highlight both the desirable properties and ensuing

Check out our work on robust 3D reconstruction from 360° captures. Using casual 360 video capture, ✨FullCircle✨ leverages the full 360° field of view and removes the camera operator from the reconstruction. Browse our data, code, and webpage.

Excited to share our recent work: Free-Range Gaussians 🥚✨ The core idea: instead of predicting Gaussians on a pixel- or voxel-aligned grid, we let them live freely in 3D space. 🌐 Project: free-range-gaussians.github.io 📝 Paper: arxiv.org/abs/2604.04874

WE JUST NEED TO WIN ALL OF OUR REMAINING GAMES TO WIN THE LEAGUE!! 🫵