Eliza Kosoy

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Exploration Exploitation

Computational Models

Strengths And Weaknesses

Top Venues

Publications

Eliza Kosoy, Soojin Jeong, Anoop Sinha, Alison Gopnik, Tanya Kraljic
Children's Mental Models of Generative Visual and Text Based AI Models. CoRR (2024)
Eliza Kosoy, David M. Chan, Adrian Liu, Jasmine Collins, Jessica B. Hamrick, Sandy Han Huang, Nan Rosemary Ke, Emily Rose Reagan, John F. Canny, Alison Gopnik
Towards Understanding How Machines Can Learn Causal Overhypotheses. CogSci (2023)
Eliza Kosoy, Emily Rose Reagan, Leslie Lai, Alison Gopnik, Danielle Krettek Cobb
Comparing Machines and Children: Using Developmental Psychology Experiments to Assess the Strengths and Weaknesses of LaMDA Responses. CoRR (2023)
Eunice Yiu, Eliza Kosoy, Alison Gopnik
Imitation versus Innovation: What children can do that large language and language-and-vision models cannot (yet)? CoRR (2023)
Eliza Kosoy, David M. Chan, Adrian Liu, Jasmine Collins, Bryanna Kaufmann, Sandy Han Huang, Jessica B. Hamrick, John F. Canny, Nan Rosemary Ke, Alison Gopnik
Towards Understanding How Machines Can Learn Causal Overhypotheses. CoRR (2022)
Eliza Kosoy, Adrian Liu, Jasmine Collins, David M. Chan, Jessica B. Hamrick, Nan Rosemary Ke, Sandy H. Huang, Bryanna Kaufmann, John F. Canny, Alison Gopnik
Learning Causal Overhypotheses through Exploration in Children and Computational Models. CoRR (2022)
Eliza Kosoy, Adrian Liu, Jasmine Collins, David M. Chan, Jessica B. Hamrick, Sandy Han Huang, Nan Rosemary Ke, Bryanna Kaufmann, Alison Gopnik
Learning Causal Overhypotheses through Exploration in Children and Computational Models. CogSci (2022)
Eliza Kosoy, Adrian Liu, Jasmine Collins, David M. Chan, Jessica B. Hamrick, Nan Rosemary Ke, Sandy H. Huang, Bryanna Kaufmann, John F. Canny, Alison Gopnik
Learning Causal Overhypotheses through Exploration in Children and Computational Models. CLeaR (2022)
Eliza Kosoy, Masha Belyi, Charlie Snell, Brenden M. Lake, Josh Tenenbaum, Alison Gopnik
The Omniglot Jr. challenge; Can a model achieve child-level character generation and classification? CogSci (2021)
Eliza Kosoy, Jasmine Collins, David M. Chan, Deepak Pathak, Pulkit Agrawal, Alison Gopnik
Exploring Exploration: Comparing Children with Agents in Unified Exploration Environments. CogSci (2020)
Yuval Hart, Eliza Kosoy, Emily Liquin, Julia A. Leonard, Allyson Mackey, Alison Gopnik
The Development of Creative Search Strategies. CogSci (2020)
Eliza Kosoy, Jasmine Collins, David M. Chan, Jessica B. Hamrick, Sandy H. Huang, Alison Gopnik, John F. Canny
Exploring Exploration: Comparing Children with RL Agents in Unified Environments. CoRR (2020)
Kevin Smith, Eliza Kosoy, Alison Gopnik, Deepak Pathak, Alan Fern, Josh Tenenbaum, Tomer D. Ullman
The Origins of Common Sense in Humans and Machines. CogSci (2020)
Eliza Kosoy, Deepak Pathak, Pulkit Agrawal, Alison Gopnik
Curiouser and Curiouser: Children's intrinsic exploration of mazes and its effects on reaching a goal. CogSci (2019)
Tomer Ullman, Eliza Kosoy, Ilker Yildirim, Amir Arsalan Soltani, Max H. Siegel, Josh Tenenbaum, Elizabeth S. Spelke
Draping an Elephant: Uncovering Children's Reasoning About Cloth-Covered Objects. CogSci (2019)
Eliza Kosoy, Brenden M. Lake, Josh Tenenbaum
One-shot Learning and Classification in Children. CogSci (2017)