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 29 篇，第 1 / 1 页
- CVPR 2024COCONut: Modernizing COCO Segmentation
- CVPR 2024Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation
- CVPR 2024Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation
- CVPR 2024GSVA: Generalized Segmentation via Multimodal Large Language Models
- CVPR 2024Hierarchical Histogram Threshold Segmentation - Auto-terminating High-detail Oversegmentation
- CVPR 2024LASO: Language-guided Affordance Segmentation on 3D Object
- CVPR 2024LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation
- CVPR 2024LQMFormer: Language-aware Query Mask Transformer for Referring Image Segmentation
- CVPR 2024Mask Grounding for Referring Image Segmentation
- CVPR 2024MirageRoom: 3D Scene Segmentation with 2D Pre-trained Models by Mirage Projection
- CVPR 2024Mudslide: A Universal Nuclear Instance Segmentation Method
- CVPR 2024NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation
- CVPR 2024Prompt-Driven Referring Image Segmentation with Instance Contrasting
- CVPR 2024Referring Expression Counting
- CVPR 2024Revisiting Counterfactual Problems in Referring Expression Comprehension
- CVPR 2024Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation
- CVPR 2024ScanFormer: Referring Expression Comprehension by Iteratively Scanning
- CVPR 2024Universal Segmentation at Arbitrary Granularity with Language Instruction
- CVPR 2024Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation
- CVPR 2024Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions
- ICLR 2024BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation
- ICLR 2024EQA-MX: Embodied Question Answering using Multimodal Expression
- ICML 2024SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
- NeurIPS 2024A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era
- NeurIPS 2024Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension
- NeurIPS 2024OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
- NeurIPS 2024RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
- NeurIPS 2024SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
- NeurIPS 2024Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation
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。