17 citations · 64 across the 32 of their papers we have counts for
5 papers · 1 filter
Hierarchical Instance Tracking to Balance Privacy Preservation with Accessible Information
Neelima Prasad, Jarek Reynolds, Neel Karsanbhai +6
We propose a novel task, hierarchical instance tracking, which entails tracking all instances of predefined categories of objects and parts, while maintaining their hierarchical re…
Logit-Based Losses Limit the Effectiveness of Feature Knowledge Distillation
Nicholas Cooper, Lijun Chen, Sailesh Dwivedy +1
Knowledge distillation (KD) methods can transfer knowledge of a parameter-heavy teacher model to a light-weight student model. The status quo for feature KD methods is to utilize l…
"Before, I Asked My Mom, Now I Ask ChatGPT": Visual Privacy Management with Generative AI for Blind and Low-Vision People
Tanusree Sharma, Yu-Yun Tseng, Lotus Zhang +5
Blind and low vision (BLV) individuals use Generative AI (GenAI) tools to interpret and manage visual content in their daily lives. While such tools can enhance the accessibility o…
PartStickers: Generating Parts of Objects for Rapid Prototyping
Mo Zhou, Josh Myers-Dean, Danna Gurari
Design prototyping involves creating mockups of products or concepts to gather feedback and iterate on ideas. While prototyping often requires specific parts of objects, such as wh…
Acknowledging Focus Ambiguity in Visual Questions
Chongyan Chen, Yu-Yun Tseng, Zhuoheng Li +2
No published work on visual question answering (VQA) accounts for ambiguity regarding where the content described in the question is located in the image. To fill this gap, we intr…