most citedNTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results

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cs.CL2026

Position Is All You Need: A Free Lunch Token Compression Strategy for MLLM-based Referring Expression Segmentation

Yuhan Liu, Yixiong Zou, Yuhua Li +1

Referring Expression Segmentation (RES) aims to generate pixel-wise segmentation masks from complex and implicit textual queries. While recent advances in Multimodal Large Language…