Katherine M. Collins
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
8
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Learning Personalized Decision Support Policies. | Umang Bhatt, Valerie Chen, Katherine M. Collins, Parameswaran Kamalaruban, Emma Kallina, Adrian Weller, Ameet Talwalkar |
| 2025 | AIES | Documenting Deployment with Fabric: A Repository of Real-World AI Governance. | Mackenzie Jorgensen, Kendall Brogle, Katherine M. Collins, Lujain Ibrahim, Arina Shah, Petra Ivanovic, Noah Broestl, Gabriel Piles, Paul Dongha, Hatim Abdulhussein, Adrian Weller, Jillian Powers, Umang Bhatt |
| 2025 | CogSci | Studying Mathematical Reasoning through the Gadget Game. | Jonas Bayer, Jacob Loader, Katherine M. Collins, Simon Frieder, Adrian Weller, Joshua B. Tenenbaum, Timothy Gowers |
| 2025 | CogSci | Empathy in Explanation. | Katherine M. Collins, Kartik Chandra, Jonathan Ragan-Kelley, Adrian Weller, Joshua B. Tenenbaum |
| 2025 | CogSci | Generation and Evaluation in the Human Invention Process through the Lens of Game Design. | Katherine M. Collins, Graham Todd, Cedegao E. Zhang, Adrian Weller, Julian Togelius, Junyi Chu, Lionel Wong, Tom Griffiths, Joshua B. Tenenbaum |
| 2025 | CogSci | Modeling Open-World Cognition as On-Demand Synthesis of Probabilistic Models. | Lionel Wong, Katherine M. Collins, Lance Ying, Cedegao E. Zhang, Adrian Weller, Tobias Gerstenberg, Timothy O'Donnell, Alexander K. Lew, Jacob Andreas, Tyler Brooke-Wilson, Joshua B. Tenenbaum |
| 2025 | CogSci | Meta-reasoning: Deciding which game to play, which problem to solve, and when to quit. | Lionel Wong, Tracey Mills, Ionatan Kuperwajs, Katherine M. Collins, Tom Griffiths |
| 2025 | CogSci | What's in the Box? Reasoning about Unseen Objects from Multimodal Cues. | Lance Ying, Daniel Xu, Alicia Zhang, Katherine M. Collins, Max H. Siegel, Joshua B. Tenenbaum |
| 2025 | EMNLP | Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly. | Lance Ying, Ryan Truong, Katherine M. Collins, Cedegao E. Zhang, Megan Wei, Tyler Brooke-Wilson, Tan Zhi-Xuan, Lionel Wong, Joshua B. Tenenbaum |
| 2025 | ICLR | Can Large Language Models Understand Symbolic Graphics Programs? | Zeju Qiu, Weiyang Liu, Haiwen Feng, Zhen Liu, Tim Z. Xiao, Katherine M. Collins, Joshua B. Tenenbaum, Adrian Weller, Michael J. Black, Bernhard Schlkopf |
| 2024 | AIES | Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation. | Katherine M. Collins, Najoung Kim, Yonatan Bitton, Verena Rieser, Shayegan Omidshafiei, Yushi Hu, Sherol Chen, Senjuti Dutta, Minsuk Chang, Kimin Lee, Youwei Liang, Georgina Evans, Sahil Singla, Gang Li, Adrian Weller, Junfeng He, Deepak Ramachandran, Krishnamurthy Dj Dvijotham |
| 2024 | CogSci | COGGRAPH: Building bridges between cognitive science and computer graphics. | Kartik Chandra, Anne H. K. Harrington, Katherine M. Collins, Christopher J. Kymn, Kushin Mukherjee, Sean P. Anderson, Arnav Verma, Judith E. Fan |
| 2024 | CogSci | People use fast, goal-directed simulation to reason about novel games. | Cedegao E. Zhang, Katherine M. Collins, Lionel Wong, Adrian Weller, Josh Tenenbaum |
| 2024 | CVPR | Rich Human Feedback for Text-to-Image Generation. | Youwei Liang, Junfeng He, Gang Li, Peizhao Li, Arseniy Klimovskiy, Nicholas Carolan, Jiao Sun, Jordi Pont-Tuset, Sarah Young, Feng Yang, Junjie Ke, Krishnamurthy Dj Dvijotham, Katherine M. Collins, Yiwen Luo, Yang Li, Kai J. Kohlhoff, Deepak Ramachandran, Vidhya Navalpakkam |
| 2023 | ICLR | GeValDi: Generative Validation of Discriminative Models. | Vivek Palaniappan, Matthew Ashman, Katherine M. Collins, Juyeon Heo, Adrian Weller, Umang Bhatt |
| 2023 | UAI | Human-in-the-Loop Mixup. | Katherine M. Collins, Umang Bhatt, Weiyang Liu, Vihari Piratla, Ilia Sucholutsky, Bradley C. Love, Adrian Weller |
| 2023 | UAI | On the informativeness of supervision signals. | Ilia Sucholutsky, Ruairidh M. Battleday, Katherine M. Collins, Raja Marjieh, Joshua C. Peterson, Pulkit Singh, Umang Bhatt, Nori Jacoby, Adrian Weller, Thomas L. Griffiths |
| 2022 | CogSci | Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks. | Katherine M. Collins, Catherine Wong, Jiahai Feng, Megan Wei, Josh Tenenbaum |
| 2022 | HCOMP | Eliciting and Learning with Soft Labels from Every Annotator. | Katherine M. Collins, Umang Bhatt, Adrian Weller |
| 2022 | ICLR | Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface. | Tuan Anh Le, Katherine M. Collins, Luke Hewitt, Kevin Ellis, Siddharth Narayanaswamy, Samuel Gershman, Joshua B. Tenenbaum |
| 2020 | CogSci | Perceiving unseen objects. | Katherine M. Collins, Josh Tenenbaum, Kevin Smith |