Adam R Kosiorek

2 papers · 2021–2022 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ICML (2)

Top co-authors

Danilo Jimenez Rezende (1) N Siddharth (1) Rosalia Schneider (1) Philip Torr (1) Yuge Shi (1) Pol Moreno (1) Daniel Zoran (1) Heiko Strathmann (1) Sona Mokra (1)

Research topics

Computer Vision (2) Deep Learning (2) Artificial Intelligence (1) Machine Learning (1) Analysis (1) Architectures (1) Core AI (1) Generation (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

representation learning (1) volume rendering (1) adversarial learning (1) vision transformer (1) self-supervised learning (1) geometric structure (1) amortized inference (1) latent representation (1) variational autoencoder (1) differentiable rendering (1) neural radiance field (1) 3d scene generation (1) 3d scene (1) masked image modeling (1) adversarial objective (1) image encoder (1)

Papers

Adversarial Masking for Self-Supervised Learning ICML 2022 NeRF-VAE: A Geometry Aware 3D Scene Generative Model ICML 2021