Soroosh Yazdani

6 papers · 2020–2024 · 4 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (19) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

CVPR (3) ICML (1) NIPS (1) WACV (1)

Top co-authors

Andrea Tagliasacchi (6) Kwang Moo Yi (4) Daniel Rebain (3) Geoffrey Hinton (2) Sara Sabour (2) Boyang Deng (2) Weiwei Sun (2) Wei Jiang (1) Ke Li (1) David J Fleet (1)

Keywords

capsule network (2) neural network (2) 3d reconstruction (2) feature embedding (1) image reconstruction (1) instance segmentation (1) efficient inference (1) flow matching (1) implicit representation (1) signal processing (1) probabilistic model (1) lie group (1) neural radiance field (1) novel view synthesis (1) inference efficiency (1) object-centric representation (1) 3d rendering (1) neural field (1) 3d point cloud (1) view synthesis (1)

Papers

Neural Fields as Distributions: Signal Processing Beyond Euclidean Space CVPR 2024

NeuralBF: Neural Bilateral Filtering for Top-Down Instance Segmentation on Point Clouds WACV 2023

Canonical Capsules: Self-Supervised Capsules in Canonical Pose NIPS 2021

DeRF: Decomposed Radiance Fields CVPR 2021

Unsupervised Part Representation by Flow Capsules ICML 2021

CvxNet: Learnable Convex Decomposition CVPR 2020