Johan Bjorck

13 papers · 2019–2026 · 6 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (42) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Squad

👥 Mega-Team · Squad 💎 Century Club · Bronze 🗃️ Keyword Collector (74) ❓ The Questioner ⚡ Prolific Year · Productive 🚀 Conference Pioneer 🌈 Renaissance Researcher (7) 📈 Trend Setter

Venues

AAAI (5) CoRL (2) CVPR (2) ICLR (2) ACML (1) ICML (1)

Top co-authors

Carla Gomes (4) Jan Kautz (3) Brendan H. Rappazzo (2) Furu Wei (2) Saksham Singhal (2) Qi Wang (2) Linxi Fan (2) Owais Khan Mohammed (2) Qiang Liu (2) Carla P Gomes (2)

Research topics

Deep Learning (9) Machine Learning (9) Optimization & Theory (5) Reinforcement Learning (4) Models (4) Artificial Intelligence (3) Computer Vision (3) Core AI (3) Core Methods (3) Learning Types (3) Methods (3) Mathematics & Optimization (2) Robotics (2) Application Areas (2) Applications (2)

Keywords

vision-language model (3) neural network optimization (2) computational sustainability (2) continuous control (2) gradient descent (2) reinforcement learning (2) generalization (2) image classification (1) dimensionality reduction (1) active learning (1) transfer learning (1) open-vocabulary detection (1) multimodal learning (1) image captioning (1) image generation (1) zero-shot learning (1) transformer architecture (1) loss landscape (1) remote sensing (1) hyperparameter transfer (1)

Papers

LocateAnything3D: Vision-Language 3D Detection with Chain-of-Sight CVPR 2026 DreamGen: Unlocking Generalization in Robot Learning through Video World Models CoRL 2025 FLARE: Robot Learning with Implicit World Modeling CoRL 2025 Scaling Optimal LR Across Token Horizons ICLR 2025 Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks CVPR 2023 Bootstrapping a high quality multilingual multimodal dataset for Bletchley ACML 2022 Is High Variance Unavoidable in RL? A Case Study in Continuous Control ICLR 2022 Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing AAAI 2021 Characterizing the Loss Landscape in Non-Negative Matrix Factorization AAAI 2021 Learning Augmented Methods for Matching: Improving Invasive Species Management and Urban Mobility AAAI 2021 Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision ICML 2021 Understanding Decoupled and Early Weight Decay AAAI 2021 Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant AAAI 2019