Allen, Kelsey

1. Relational inductive biases, deep learning, and graph networks
   2018/06/04 by Peter W. Battaglia, Jessica B. Hamrick, Battaglia, Peter W. +51 · 2 voices · 105 citations
   #cs.LG #cs.AI #stat.ML
2. Residual Policy Learning
   2018/12/15 by Tom Silver, Silver, Tom, Kelsey R. Allen +5 · 12 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Robot Manipulation and Learning
3. Scaling 4D Representations
   2024/12/19 by João Carreira, Dilara Gokay, Carreira, João +67 · 3 voices · 12 citations
   #cs.CV #cs.AI #cs.LG
4. Bayesian Teaching Enables Probabilistic Reasoning in Large Language Models
   2025/03/21 by Qiu, Linlu, Sha, Fei, Allen, Kelsey +3 · 7 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. The in-context inductive biases of vision-language models differ across modalities
   2025/02/03 by Kelsey R. Allen, Kelsey Allen, Allen, Kelsey +6 · 1 voice · 2 citations
   Psychology · #Categorization, perception, and language #Language, Metaphor, and Cognition #cs.CL #cs.CV #cs.LG
6. Direct Motion Models for Assessing Generated Videos
   2025/04/30 by Allen, Kelsey, Doersch, Carl, Zhou, Guangyao +9 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Decoupling the components of geometric understanding in Vision Language Models
   2025/03/05 by Eliza Kosoy, Kosoy, Eliza, Annya Dahmani +11 · 2 citations
   Computer Science · Engineering · Psychology · #Categorization, perception, and language #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Spatial Cognition and Navigation
8. Empowerment Gain and Causal Model Construction: Children and adults are sensitive to controllability and variability in their causal interventions
   2025/12/09 by Eunice Yiu, Yiu, Eunice, Kelsey Allen +5 · 1 voice · 1 citation
   #cs.AI
9. When Incentives Backfire, Data Stops Being Human
   2025/02/11 by Santy, Sebastin, Bhattacharya, Prasanta, Ribeiro, Manoel Horta +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)