2 papers
cs.CV2025
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning
Wenda Qin, Andrea Burns, Bryan A. Plummer +1
Large models achieve strong performance on Vision-and-Language Navigation (VLN) tasks, but are costly to run in resource-limited environments. Token pruning offers appealing tradeo…
cs.CV2024
Tell Me What's Next: Textual Foresight for Generic UI Representations
Andrea Burns, Kate Saenko, Bryan A. Plummer
Mobile app user interfaces (UIs) are rich with action, text, structure, and image content that can be utilized to learn generic UI representations for tasks like automating user co…