1 citations · 1 across the 1 of their papers we have counts for
4 papers
TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models
Yao Xiao, Qiqian Fu, Heyi Tao +3
Image-text models excel at image-level tasks but struggle with detailed visual understanding. While these models provide strong visual-language alignment, segmentation models like…
Region-Based Representations Revisited
Michal Shlapentokh-Rothman, Ansel Blume, Yao Xiao +7
We investigate whether region-based representations are effective for recognition. Regions were once a mainstay in recognition approaches, but pixel and patch-based features are no…
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP
Ziyi Chen, Jize Jiang, Daqian Zuo +3
In recent RAG approaches, rerankers play a pivotal role in refining retrieval accuracy with the ability of revealing logical relations for each pair of query and text. However, exi…
WebWISE: Web Interface Control and Sequential Exploration with Large Language Models
Heyi Tao, Sethuraman T, Michal Shlapentokh-Rothman +1
The paper investigates using a Large Language Model (LLM) to automatically perform web software tasks using click, scroll, and text input operations. Previous approaches, such as r…