Using maximum coverage to optimize recommendation systems in e-commerce. - Mikael Hammar; Robin Karlsson; Bengt J. Nilsson (RecSys, 2013)

Learning a Directional Soft Lane Affordance Model for Road Scenes Using Self-Supervision. - Robin Karlsson; Erik Sjoberg (IV, 2020)

Learning a Model for Inferring a Spatial Road Lane Network Graph using Self-Supervision. - Robin Karlsson; David Robert Wong; Simon Thompson 002; Kazuya Takeda (ITSC, 2021)

ViCE: Self-Supervised Visual Concept Embeddings as Contextual and Pixel Appearance Invariant Semantic Representations. - Robin Karlsson; Tomoki Hayashi; Keisuke Fujii 001; Alexander Carballo; Kento Ohtani; Kazuya Takeda (CoRR, 2021)

Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment. - Robin Karlsson; Tomoki Hayashi; Keisuke Fujii 001; Alexander Carballo; Kento Ohtani; Kazuya Takeda (BMVC, 2022)

Probabilistic Rainfall Estimation from Automotive Lidar. - Robin Karlsson; David Robert Wong; Kazunari Kawabata; Simon Thompson 002; Naoki Sakai (IV, 2022)

Predictive World Models from Real-World Partial Observations. - Robin Karlsson; Alexander Carballo; Keisuke Fujii 001; Kento Ohtani; Kazuya Takeda (MOST, 2023)

R-Cut: Enhancing Explainability in Vision Transformers with Relationship Weighted Out and Cut. - Yingjie Niu; Ming Ding 002; Maoning Ge; Robin Karlsson; Yuxiao Zhang; Kazuya Takeda (CoRR, 2023)

Compositional Semantics for Open Vocabulary Spatio-semantic Representations. - Robin Karlsson; Francisco Lepe-Salazar; Kazuya Takeda (CoRR, 2023)

Learning to Predict Navigational Patterns From Partial Observations. - Robin Karlsson; Alexander Carballo; Francisco Lepe Salazar; Keisuke Fujii 001; Kento Ohtani; Kazuya Takeda (IEEE Robotics Autom. Lett., 2023)

MulCPred: Learning Multi-modal Concepts for Explainable Pedestrian Action Prediction. - Yan Feng; Alexander Carballo; Keisuke Fujii 001; Robin Karlsson; Ming Ding 002; Kazuya Takeda (CoRR, 2024)

R-Cut: Enhancing Explainability in Vision Transformers with Relationship Weighted Out and Cut. - Yingjie Niu; Ming Ding 002; Maoning Ge; Robin Karlsson; Yuxiao Zhang; Alexander Carballo; Kazuya Takeda (Sensors, 2024)

Open-Vocabulary Predictive World Models from Sensor Observations. - Robin Karlsson; Ruslan Asfandiyarov; Alexander Carballo; Keisuke Fujii 001; Kento Ohtani; Kazuya Takeda (Sensors, 2024)