指代表达论文趋势 2023–2026
指代分割
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 92 篇被归入该主题的论文。
主要结论
- 指代表达论文从 2023 年的 18 篇增长到 2026 年的 27 篇，三年间扩大到约 1.5 倍。
- CVPR 是发指代表达论文最多的会议，2023–2026 年共 59 篇，占四个会议总量的 64%。
- 交叉方向里涨得最快的是三维视觉：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 7 篇。
- 在「开放词汇视觉」的 5 个主题里，它的 2026 年论文数排第 5；同组增长最快的视觉定位是 4.3 倍，指代表达是 1.5 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 3 | 0 | 0 | 15 | 18 |
| 2024 | 6 | 2 | 1 | 20 | 29 |
| 2025 | 5 | 2 | 1 | 10 | 18 |
| 2026 | 6 | 5 | 2 | 14 | 27 |
代表论文
按年份和会议均匀挑选，方便快速看到每一届的样貌
- NeurIPS 2026EviSAM3: Evidence-Driven SAM3 for Referring Remote Sensing Image Segmentation
- ICML 2026Position Is All You Need: A Free Lunch Token Compression Strategy for MLLM-based Referring Expression Segmentation
- ICLR 2026Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
- CVPR 2026CLEX Complementary Label Exchange Learning for Noisy Facial Expression Recognition
- NeurIPS 2025Learning Relative Gene Expression Trends from Pathology Images in Spatial Transcriptomics
- ICML 2025ReferSplat: Referring Segmentation in 3D Gaussian Splatting
- ICLR 2025LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension
- CVPR 2025Decoupled Motion Expression Video Segmentation
- NeurIPS 2024A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era
- ICML 2024SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
- ICLR 2024BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation
- CVPR 2024Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation
- NeurIPS 2023Segment Everything Everywhere All at Once
- CVPR 2023Contrastive Grouping With Transformer for Referring Image Segmentation
- NeurIPS 2026LeCellModel: Interpretable Density Estimation over the Gene Expression Manifold
- ICML 2026ViSurf: Visual Supervised-and-Reinforcement Fine-Tuning for Large Vision-and-Language Models
- ICLR 2026Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs
- CVPR 2026InterRVOS Interaction-Aware Referring Video Object Segmentation
- NeurIPS 2025RESAnything: Attribute Prompting for Arbitrary Referring Segmentation
- ICLR 2025Text4Seg: Reimagining Image Segmentation as Text Generation
全部指代表达论文
共 18 篇，第 1 / 1 页
- CVPR 2025Decoupled Motion Expression Video Segmentation
- CVPR 2025Dr. Splat: Directly Referring 3D Gaussian Splatting via Direct Language Embedding Registration
- CVPR 2025DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension
- CVPR 2025Exploring Contextual Attribute Density in Referring Expression Counting
- CVPR 2025Foveated Instance Segmentation
- CVPR 2025Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation
- CVPR 2025OFER: Occluded Face Expression Reconstruction
- CVPR 2025Scene-Centric Unsupervised Panoptic Segmentation
- CVPR 2025Unified Medical Lesion Segmentation via Self-referring Indicator
- CVPR 2025WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation
- ICLR 2025LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension
- ICLR 2025Text4Seg: Reimagining Image Segmentation as Text Generation
- ICML 2025ReferSplat: Referring Segmentation in 3D Gaussian Splatting
- NeurIPS 2025Learning Relative Gene Expression Trends from Pathology Images in Spatial Transcriptomics
- NeurIPS 2025PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation
- NeurIPS 2025RESAnything: Attribute Prompting for Arbitrary Referring Segmentation
- NeurIPS 2025SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation
- NeurIPS 2025UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查指代表达在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "referring-expression"}
常见问题
- 2023–2026 年四大会议一共有多少篇指代表达论文？
- 共 92 篇，按年份分别是 2023 年 18 篇、2024 年 29 篇、2025 年 18 篇、2026 年 27 篇。
- NeurIPS 2026 有多少篇指代表达论文？
- NeurIPS 2026 有 6 篇指代表达论文，上一届是 5 篇。
- ICLR 2026 有多少篇指代表达论文？
- ICLR 2026 有 5 篇指代表达论文，上一届是 2 篇。
- ICML 2026 有多少篇指代表达论文？
- ICML 2026 有 2 篇指代表达论文，上一届是 1 篇。
- CVPR 2026 有多少篇指代表达论文？
- CVPR 2026 有 14 篇指代表达论文，上一届是 10 篇。
- 哪个会议的指代表达论文最多？
- CVPR，2023–2026 年共 59 篇。