Andrea Burns

21 papers A* 5Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Perch 2.0 transfers 'whale' to underwater tasks.
CoRR
Andrea Burns, Lauren Harrell, Bart van Merriënboer, Vincent Dumoulin, Jenny Hamer, Tom Denton
2025 J jnl
Perch 2.0: The Bittern Lesson for Bioacoustics.
CoRR
Bart van Merriënboer, Vincent Dumoulin, Jenny Hamer, Lauren Harrell, Andrea Burns, Tom Denton
2025 A* conf
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning.
EMNLP
Wenda Qin, Andrea Burns, Bryan A. Plummer, Margrit Betke
2025 J jnl
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning.
CoRR
Wenda Qin, Andrea Burns, Bryan A. Plummer, Margrit Betke
2024 A* conf
ImageInWords: Unlocking Hyper-Detailed Image Descriptions.
EMNLP
Roopal Garg, Andrea Burns, Burcu Karagol Ayan, Yonatan Bitton, Ceslee Montgomery, Yasumasa Onoe, Andrew Bunner, Ranjay Krishna, Jason Baldridge, Radu Soricut
2024 J jnl
ImageInWords: Unlocking Hyper-Detailed Image Descriptions.
CoRR
Roopal Garg, Andrea Burns, Burcu Karagol Ayan, Yonatan Bitton, Ceslee Montgomery, Yasumasa Onoe, Andrew Bunner, Ranjay Krishna, Jason Baldridge, Radu Soricut
2024 — conf
Tell Me What's Next: Textual Foresight for Generic UI Representations.
ACL (Findings)
Andrea Burns, Kate Saenko, Bryan A. Plummer
2024 J jnl
Tell Me What's Next: Textual Foresight for Generic UI Representations.
CoRR
Andrea Burns, Kate Saenko, Bryan A. Plummer
2023 A* conf
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding.
EMNLP
Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown, Bryan A. Plummer, Kate Saenko, Jianmo Ni, Mandy Guo
2023 J jnl
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding.
CoRR
Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown, Bryan A. Plummer, Kate Saenko, Jianmo Ni, Mandy Guo
2023 A* conf
Language-Guided Audio-Visual Source Separation via Trimodal Consistency.
CVPR
Reuben Tan, Arijit Ray, Andrea Burns, Bryan A. Plummer, Justin Salamon, Oriol Nieto, Bryan C. Russell, Kate Saenko
2023 J jnl
Language-Guided Audio-Visual Source Separation via Trimodal Consistency.
CoRR
Reuben Tan, Arijit Ray, Andrea Burns, Bryan A. Plummer, Justin Salamon, Oriol Nieto, Bryan C. Russell, Kate Saenko
2023 J jnl
WikiWeb2M: A Page-Level Multimodal Wikipedia Dataset.
CoRR
Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown, Bryan A. Plummer, Kate Saenko, Jianmo Ni, Mandy Guo
2022 — conf
A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility.
ECCV (8)
Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar, Kate Saenko, Bryan A. Plummer
2022 J jnl
Interactive Mobile App Navigation with Uncertain or Under-specified Natural Language Commands.
CoRR
Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar, Kate Saenko, Bryan A. Plummer
2021 J jnl
Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments.
CoRR
Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar, Kate Saenko, Bryan A. Plummer
2021 J jnl
Unsupervised Disentanglement without Autoencoding: Pitfalls and Future Directions.
CoRR
Andrea Burns, Aaron Sarna, Dilip Krishnan, Aaron Maschinot
2020 — conf
Learning to Scale Multilingual Representations for Vision-Language Tasks.
ECCV (4)
Andrea Burns, Donghyun Kim, Derry Wijaya, Kate Saenko, Bryan A. Plummer
2020 J jnl
Learning to Scale Multilingual Representations for Vision-Language Tasks.
CoRR
Andrea Burns, Donghyun Kim, Derry Wijaya, Kate Saenko, Bryan A. Plummer
2019 A* conf
Language Features Matter: Effective Language Representations for Vision-Language Tasks.
ICCV
Andrea Burns, Reuben Tan, Kate Saenko, Stan Sclaroff, Bryan A. Plummer
2019 J jnl
Language Features Matter: Effective Language Representations for Vision-Language Tasks.
CoRR
Andrea Burns, Reuben Tan, Kate Saenko, Stan Sclaroff, Bryan A. Plummer