Scott Sanner

1. LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations
   2023/05/26 by Yudong Xu, Xu, Yudong, Wenhao Li +7 · 1 voice · 11 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Software Engineering Research #Topic Modeling #cs.AI #cs.CL
2. Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences
   2023/07/26 by Scott Sanner, Sanner, Scott, Krisztian Balog +7 · 21 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
3. Online Continual Learning in Image Classification: An Empirical Survey
   2021/01/25 by Zheda Mai, Mai, Zheda, Ruiwen Li +9 · 10 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
4. Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning
   2021/03/22 by Zheda Mai, Mai, Zheda, Ruiwen Li +5 · 9 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
5. Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects
   2024/10/08 by Wenhao Li, Yudong Xu, Li, Wenhao +6 · 1 voice · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.AI #cs.CV
6. Learning to Follow Instructions in Text-Based Games
   2022/11/08 by Mathieu Tuli, Andrew C. Li, Tuli, Mathieu +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Topic Modeling
7. pyRDDLGym: From RDDL to Gym Environments
   2022/11/11 by Ayal Taitler, Taitler, Ayal, Michael Gimelfarb +9 · 1 citation
   Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Software Engineering Research
8. A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control
   2022/11/26 by Xiaoyu Wang, Wang, Xiaoyu, Scott Sanner +3 · 1 citation
   Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization #electronic engineering #information engineering
9. Diffusion on the Probability Simplex
   2023/09/05 by Griffin Floto, Floto, Griffin, Þorsteinn Jónsson +7 · 1 citation
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Topological and Geometric Data Analysis
10. A Generalized Framework for Predictive Clustering and Optimization
    2023/05/07 by Aravinth Chembu, Chembu, Aravinth, Scott Sanner +1 · 1 citation
    Computer Science · Engineering · #Advanced Clustering Algorithms Research #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Remote-Sensing Image Classification
11. Multi-hop Upstream Anticipatory Traffic Signal Control with Deep Reinforcement Learning
    2024/11/10 by Xiaocan Li, Li, Xiaocan, Xiaoyu Wang +7 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR) #Systems and Control (eess.SY) #Traffic control and management #electronic engineering #information engineering