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20242026
most citedA Survey on Benchmarks of Multimodal Large Language Models

4 citations · 4 across the 6 of their papers we have counts for

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3 papers · 1 filter

cs.CV2025

Towards Fine-Grained Vision-Language Alignment for Few-Shot Anomaly Detection

Yuanting Fan, Jun Liu, Xiaochen Chen +5

Few-shot anomaly detection (FSAD) methods identify anomalous regions with few known normal samples. Most existing methods rely on the generalization ability of pre-trained vision-l…

cs.CV2025

Predicting Video Slot Attention Queries from Random Slot-Feature Pairs

Rongzhen Zhao, Jian Li, Juho Kannala +1

Unsupervised video Object-Centric Learning (OCL) is promising as it enables object-level scene representation and understanding as we humans do. Mainstream video OCL methods adopt…

cs.CV2025

Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints

Ming Dai, Jian Li, Jiedong Zhuang +2

Multi-task visual grounding involves the simultaneous execution of localization and segmentation in images based on textual expressions. The majority of advanced methods predominan…