GRES: Generalized Referring Expression Segmentation
Chang Liu, Henghui Ding, Xudong Jiang
2023Year
161Top-tier citations
Abstract
https://henghuiding.github.io/GRES Image (3). "Standing people" (1). "The kid in red" "Everyone except the kid in white" 6) . "The kid in blue" "Two people on the far left" (2). "All people" GRES RES ✓ ✗ (4). (5).
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Install the CLIlune papers fulltext 95b047db-916a-4698-b783-e8765917653fCited by top-tier papers161
- MeViS: A Large-scale Benchmark for Video Segmentation with Motion ExpressionsHenghui Ding, Chang Liu, Shuting He, Xudong Jiang et al.ICCV 2023 · 242 citations
- OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and UnderstandingTao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan et al.NeurIPS 2024 · 186 citations
- RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for RoboticsEnshen Zhou, Jingkun An, Cheng Chi, Yi Han et al.NeurIPS 2025 · 159 citations
- Language Prompt for Autonomous DrivingDongming Wu, Wencheng Han, Yingfei Liu, Tiancai Wang et al.AAAI 2025 · 150 citations
- One Token to Seg Them All: Language Instructed Reasoning Segmentation in VideosZechen Bai, Tong He, Haiyang Mei, Pichao Wang et al.NeurIPS 2024 · 147 citations
Builds on21
- Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsZe Liu, Yutong Lin, Yue Cao, Han Hu et al.ICCV 2021 · 31,683 citations
- An Image is Worth 16x16 Words: Transformers for Image Recognition at ScaleAlexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn et al.ICLR 2021 · 21,477 citations
- SegFormer: Simple and Efficient Design for Semantic Segmentation with TransformersEnze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar et al.NeurIPS 2021 · 9,661 citations
- A Fast and Accurate One-Stage Approach to Visual GroundingZhengyuan Yang, Boqing Gong, Liwei Wang, Wenbing Huang et al.ICCV 2019 · 441 citations
- Vision-Language Transformer and Query Generation for Referring SegmentationHenghui Ding, Chang Liu, Suchen Wang, Xudong JiangICCV 2021 · 359 citations
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