Constantin A. Rothkopf

4 papers · 2019–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) ❓ The Questioner

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Venues

CVPR (1) ICLR (1) ICML (1) WACV (1)

Top co-authors

Dominik Straub (1) Tim Tobiasch (1) Inga Ibs (1) Antonia Wüst (1) Wolfgang Stammer (1) Jan Peters (1) Lukas Helff (1) Tobias F. Niehues (1) Tobias Thomas (1) David Hoppe (1)

Research topics

Artificial Intelligence (4) Core AI (3) Deep Learning (2) Machine Learning (2) Learning Types (2) Computer Vision (1) Reinforcement Learning (1) Analysis (1) Bayesian & Probabilistic (1) Core Methods (1) Methods (1) Optimization & Theory (1)

Keywords

reinforcement learning (1) bayesian inference (1) sequential decision making (1) instance segmentation (1) posterior distribution (1) pattern recognition (1) gaze prediction (1) saliency map (1) inverse decision-making (1) amortized inference (1) recurrent neural network (1) variational autoencoder (1) vision-language model (1) actor-critic method (1) abstract reasoning (1) conditional variational autoencoder (1) neural network (1) human visual reasoning (1) sensorimotor control (1) next fixation (1)

Papers

Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? ICML 2025 Inverse decision-making using neural amortized Bayesian actors ICLR 2025 Improving Saliency Models' Predictions of the Next Fixation With Humans' Intrinsic Cost of Gaze Shifts WACV 2023 Actor-Critic Instance Segmentation CVPR 2019