JC
John Canny
cs.LGcs.AIcs.CLcs.CVcs.HCstat.MLcs.ROcs.ITmath.ITsynthetic biology
On Valency
published · living versionsW_d5gw9n6e·v1 · currentpublished
Improving Group Deliberation through AI-Guided Self-Reflection
with Haiwen Li, Crystal Qian, Ben Usman, Stephanie Chan +7
1 version
Preprints & journals
61 papers in the corpus · 1986–2026Pretrained Persona Mixture Models and Tandem Models for Human Simulation2609.22607v2 · Minwoo Kang, T'ea Wright, Seun Eisape et al.2026 · 0 citationsarXiv
The Illusion of Intervention: Your LLM-Simulated Experiment is an Observational Study2605.20767v1 · Victoria Lin, Taedong Yun, Maja Matari'c et al.2026 · 0 citationsarXiv
Identity, Cooperation and Framing Effects within Groups of Real and Simulated Humans2601.16355v2 · Suhong Moon, Minwoo Kang, Joseph Suh et al.2026 · 0 citationsarXiv
Beyond Likes: How Normative Feedback Complements Engagement Signals on Social Media2505.09583v3 · Yuchen Wu, Mingduo Zhao, John Canny2025 · 0 citationsarXiv
Deep Binding of Language Model Virtual Personas: a Study on Approximating Political Partisan Misperceptions2504.11673v5 · Minwoo Kang, Suhong Moon, Seung Hyeong Lee et al.2025 · 0 citationsarXiv
Conversational Planning for Personal Plans2502.19500v1 · Konstantina Christakopoulou, Iris Qu, John Canny et al.2025 · 0 citationsarXiv
Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions2502.13135v3 · Taedong Yun, Eric Yang, Mustafa Safdari et al.2025 · 3 citationsFindings of the Association for Computational Linguistics: ACL 2025, pages 14159-14181, Vienna, Austria. Association for Computational Linguistics
Virtual Personas for Language Models via an Anthology of Backstories2407.06576v4 · Suhong Moon, Marwa Abdulhai, Minwoo Kang et al.2024 · 14 citationsarXiv
Low-resourced Languages and Online Knowledge Repositories: A Need-Finding Study2405.16669v1 · Hellina Hailu Nigatu, John Canny, Sarah E. Chasins2024 · 8 citationsarXiv
ALOHa: A New Measure for Hallucination in Captioning Models2404.02904v1 · Suzanne Petryk, David M. Chan, Anish Kachinthaya et al.2024 · 12 citationsarXiv
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts2402.09727v3 · Kuang-Huei Lee, Xinyun Chen, Hiroki Furuta et al.2024 · 1 citationarXiv
Moral Foundations of Large Language Models2310.15337v1 · Marwa Abdulhai, Gregory Serapio-Garcia, Cl'ement Crepy et al.2023 · 44 citationsarXiv
CLAIR: Evaluating Image Captions with Large Language Models2310.12971v1 · David Chan, Suzanne Petryk, Joseph E. Gonzalez et al.2023 · 31 citationsarXiv
IC3: Image Captioning by Committee Consensus2302.01328v3 · David M. Chan, Austin Myers, Sudheendra Vijayanarasimhan et al.2023 · 10 citationsarXiv
Distribution Aware Metrics for Conditional Natural Language Generation2209.07518v2 · David M Chan, Yiming Ni, David A Ross et al.2022 · 3 citationsarXiv
LAVA: Language Audio Vision Alignment for Contrastive Video Pre-Training2207.08024v1 · Sumanth Gurram, Andy Fang, David Chan et al.2022 · 0 citationsarXiv
An Embedding-Dynamic Approach to Self-supervised Learning2207.03552v1 · Suhong Moon, Domas Buracas, Seunghyun Park et al.2022 · 4 citationsarXiv
Towards Understanding How Machines Can Learn Causal Overhypotheses2206.08353v1 · Eliza Kosoy, David M. Chan, Adrian Liu et al.2022 · 10 citationsarXiv
What's in a Caption? Dataset-Specific Linguistic Diversity and Its Effect on Visual Description Models and Metrics2205.06253v2 · David M. Chan, Austin Myers, Sudheendra Vijayanarasimhan et al.2022 · 4 citationsarXiv
Learning Causal Overhypotheses through Exploration in Children and Computational Models2202.10430v1 · Eliza Kosoy, Adrian Liu, Jasmine Collins et al.2022 · 1 citationarXiv
NewsPod: Automatic and Interactive News Podcasts2202.07146v1 · Philippe Laban, Elicia Ye, Srujay Korlakunta et al.2022 · 22 citationsarXiv
Misinformation Detection in Social Media Video Posts2202.07706v2 · Kehan Wang, David Chan, Seth Z. Zhao et al.2022 · 2 citationsarXiv
Sketch-based Creativity Support Tools using Deep Learning2111.09991v1 · Forrest Huang, Eldon Schoop, David Ha et al.2021 · 3 citationsarXiv
Creating User Interface Mock-ups from High-Level Text Descriptions with Deep-Learning Models2110.07775v1 · Forrest Huang, Gang Li, Xin Zhou et al.2021 · 5 citationsarXiv
Conversational Physical Activity Coaches for Spanish and English Speaking Women: A User Design Study.34713207 · Figueroa, Caroline A, Luo, Tiffany C, Jacobo, Andrea et al.2023 · 21 citationsFrontiers in digital health. 2021;3:747153
Compressive Visual Representations2109.12909v3 · Kuang-Huei Lee, Anurag Arnab, Sergio Guadarrama et al.2021 · 13 citationsarXiv
DCUR: Data Curriculum for Teaching via Samples with Reinforcement Learning2109.07380v1 · Daniel Seita, Abhinav Gopal, Zhao Mandi et al.2021 · 0 citationsarXiv
What's The Latest? A Question-driven News Chatbot2105.05392v1 · Philippe Laban, John Canny, Marti A. Hearst2021 · 25 citationsACL Demos (2020) 380-387
The Summary Loop: Learning to Write Abstractive Summaries Without Examples2105.05361v1 · Philippe Laban, Andrew Hsi, John Canny et al.2021 · 54 citationsAssociation for Computational Linguistics (2020) 5135-5150
MSA Transformer10.1101/2021.02.12.430858v3 · Rao, R. M., Liu, J., Verkuil, R. et al.2021 · 350 citationsbioRxiv
Active Learning for Video Description With Cluster-Regularized Ensemble Ranking2007.13913v3 · David M. Chan, Sudheendra Vijayanarasimhan, David A. Ross et al.2020 · 3 citationsarXiv
Predictive Information Accelerates Learning in RL2007.12401v2 · Kuang-Huei Lee, Ian Fischer, Anthony Liu et al.2020 · 37 citationsarXiv
A Dataset and Benchmarks for Multimedia Social Analysis2006.08335v1 · Bofan Xue, David Chan, John Canny2020 · 1 citationarXiv
Scones: Towards Conversational Authoring of Sketches2005.07781v1 · Forrest Huang, Eldon Schoop, David Ha et al.2020 · 30 citationsarXiv
Exploring Exploration: Comparing Children with RL Agents in Unified Environments2005.02880v2 · Eliza Kosoy, Jasmine Collins, David M. Chan et al.2020 · 11 citationsarXiv
Measuring the Reliability of Reinforcement Learning Algorithms1912.05663v2 · Stephanie C.Y. Chan, Samuel Fishman, John Canny et al.2019 · 57 citationsarXiv
Evaluating Protein Transfer Learning with TAPE.33390682 · Rao, Roshan, Bhattacharya, Nicholas, Thomas, Neil et al.2026 · 815 citationsAdvances in neural information processing systems. 2019;32:9689-9701
Grounding Human-to-Vehicle Advice for Self-driving Vehicles1911.06978v1 · Jinkyu Kim, Teruhisa Misu, Yi-Ting Chen et al.2019 · 118 citationsarXiv
ZPD Teaching Strategies for Deep Reinforcement Learning from Demonstrations1910.12154v1 · Daniel Seita, David Chan, Roshan Rao et al.2019 · 8 citationsarXiv
Deep Imitation Learning of Sequential Fabric Smoothing From an Algorithmic Supervisor1910.04854v2 · Daniel Seita, Aditya Ganapathi, Ryan Hoque et al.2019 · 112 citationsarXiv
Evaluating Protein Transfer Learning with TAPE1906.08230v1 · Roshan Rao, Nicholas Bhattacharya, Neil Thomas et al.2019 · 815 citationsarXiv
Sketchforme: Composing Sketched Scenes from Text Descriptions for Interactive Applications1904.04399v1 · Forrest Huang, John F. Canny2019 · 9 citationsarXiv
Risk Averse Robust Adversarial Reinforcement Learning1904.00511v1 · Xinlei Pan, Daniel Seita, Yang Gao et al.2019 · 69 citationsarXiv
Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention1903.09950v1 · Ye Xia, Jinkyu Kim, John Canny et al.2019 · 51 citationsarXiv
Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics1812.04604v1 · Biye Jiang, David M. Chan, Tianhao Zhang et al.2018 · 0 citationsarXiv
Deep Transfer Learning of Pick Points on Fabric for Robot Bed-Making1809.09810v3 · Daniel Seita, Nawid Jamali, Michael Laskey et al.2018 · 84 citationsarXiv
Label and Sample: Efficient Training of Vehicle Object Detector from Sparsely Labeled Data1808.08603v1 · Xinlei Pan, Sung-Li Chiang, John Canny2018 · 1 citationarXiv
t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern Data1807.11824v1 · David M. Chan, Roshan Rao, Forrest Huang et al.2018 · 103 citationsarXiv
Textual Explanations for Self-Driving Vehicles1807.11546v1 · Jinkyu Kim, Anna Rohrbach, Trevor Darrell et al.2018 · 355 citationsEuropean Conference on Computer Vision (ECCV), 2018
Fast and Reliable Autonomous Surgical Debridement with Cable-Driven Robots Using a Two-Phase Calibration Procedure1709.06668v2 · Daniel Seita, Sanjay Krishnan, Roy Fox et al.2017 · 67 citationsarXiv
Career total: 435 works. 61 are in this corpus.Showing the 50 most recent.
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