Gertjan J. Burghouts

6 papers · 2021–2025 · 3 venues · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🔥 Unstoppable · Bronze 📈 Trend Setter

Venues

ICLR (4) CVPR (1) ICML (1)

Top co-authors

Cees G. M. Snoek (5) Yan Zhang (3) David W. Zhang (3) Simon Lacoste-Julien (2) David W Zhang (2) Vincent Tao Hu (1) Valentinos Pariza (1) Efstratios Gavves (1) Yunlu Chen (1) Mohammadreza Salehi (1)

Research topics

Machine Learning (6) Deep Learning (5) Core Methods (4) Learning Types · Machine Learning (3) Computer Vision (2) Architectures (2) Models (2) Techniques (2) Artificial Intelligence (1) Analysis (1) Bayesian & Probabilistic (1) Generation (1) Learning Types · Deep Learning (1)

Keywords

set prediction (2) self-supervised learning (2) slot attention (2) scene understanding (1) optimal transport (1) semantic consistency (1) image annotation (1) implicit differentiation (1) implicit neural representation (1) diffusion model (1) energy-based model (1) object-centric learning (1) vision foundation model (1) conditional density estimation (1) patch-level feature (1) computational graph (1) permutation symmetry (1) neural network weight (1) point cloud reconstruction (1) graph neural network (1)

Papers

Near, far: Patch-ordering enhances vision foundation models' scene understanding ICLR 2025 Graph Neural Networks for Learning Equivariant Representations of Neural Networks ICLR 2024 Self-Guided Diffusion Models CVPR 2023 Unlocking Slot Attention by Changing Optimal Transport Costs ICML 2023 Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation ICLR 2022 Set Prediction without Imposing Structure as Conditional Density Estimation ICLR 2021