attribute matching 1composed image retrieval 1llm reranking 1vision-free retrieval 1zero-shot learning 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
Towards Vision-Free CIR: Attribute-Augmented Scoring and LLM-Based Reranking for Zero-Shot Composed Image Retrieval
Ryotaro Shimada, Yu-Chieh Lin, Yuji Nozawa +3
The paper proposes a vision‑free framework for composed image retrieval that uses attribute‑augmented scoring to recover visual details and a large language model for reranking to…
cs.CV2026
CIRCLED: A Multi-turn CIR Dataset with Consistent Dialogues across Domains
Tomohisa Takeda, Yu-Chieh Lin, Yuji Nozawa +3
Existing Multi-Turn Composed Image Retrieval (MTCIR) datasets lack dialogue-historyconsistency and are restricted to the fashion domain. To address these limitations, we construct…
cs.GR2025
SVGEditBench V2: A Benchmark for Instruction-based SVG Editing
Kunato Nishina, Yusuke Matsui
Vector format has been popular for representing icons and sketches. It has also been famous for design purposes. Regarding image editing, research on vector graphics editing rarely…