42 citations · 57 across the 25 of their papers we have counts for
6 papers · 1 filter
Vision Harnessing Agent for Open Ad-hoc Segmentation
Zilin Wang, Stella X. Yu
Segmentation has become easy when the concept is known, requiring retrieval of a learned visual grounding from text. It remains hard for open ad-hoc concepts, where the grounding m…
Aligning Forest and Trees in Images & Long Captions for Visually Grounded Understanding
Byeongju Woo, Zilin Wang, Byeonghyun Pak +2
Vision-language models such as CLIP often struggle to faithfully understand long, detail-rich captions, relying on dominant scene cues while overlooking fine-grained visual evidenc…
Open Ad-hoc Categorization with Contextualized Feature Learning
Zilin Wang, Sangwoo Mo, Stella X. Yu +2
Adaptive categorization of visual scenes is essential for AI agents to handle changing tasks. Unlike fixed common categories for plants or animals, ad-hoc categories are created dy…
Free-Grained Hierarchical Visual Recognition
Seulki Park, Zilin Wang, Stella X. Yu
Hierarchical image recognition seeks to predict class labels along a semantic taxonomy, from broad categories to specific ones, typically under the tidy assumption that every train…
Dialogue Director: Bridging the Gap in Dialogue Visualization for Multimodal Storytelling
Min Zhang, Zilin Wang, Liyan Chen +2
Recent advances in AI-driven storytelling have enhanced video generation and story visualization. However, translating dialogue-centric scripts into coherent storyboards remains a…
Location-Aware Feature Selection Text Detection Network
Zengyuan Guo, Zilin Wang, Zhihui Wang +3
Regression-based text detection methods have already achieved promising performances with simple network structure and high efficiency. However, they are behind in accuracy compari…