视觉定位论文趋势 2023–2026
短语定位
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 209 篇被归入该主题的论文。
主要结论
- 视觉定位论文从 2023 年的 23 篇增长到 2026 年的 100 篇，三年间扩大到约 4.3 倍。
- CVPR 是发视觉定位论文最多的会议，2023–2026 年共 108 篇，占四个会议总量的 52%。
- 交叉方向里涨得最快的是多模态大模型：同时属于两个主题的论文从 2023 年的 2 篇增至 2026 年的 56 篇。
- 在「开放词汇视觉」的 5 个主题里，它的 2026 年论文数排第 3；同组增长最快的开放词汇检测是 1.5 倍，视觉定位是 4.3 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 4 | 1 | 1 | 17 | 23 |
| 2024 | 10 | 4 | 0 | 28 | 42 |
| 2025 | 13 | 9 | 3 | 19 | 44 |
| 2026 | 33 | 9 | 14 | 44 | 100 |
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 2026From Squeezing to Grounding: Visual Guided DPO for Multimodal Hallucination Mitigation
- ICML 2026PGT: Procedurally Generated Tasks for improving visual grounding in MLLMs
- ICLR 2026How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
- CVPR 2026EG-3DVG Expression and Geometry Aware Grounding Decoder for 3D Visual
- NeurIPS 2025From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes
- ICML 2025Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities
- ICLR 2025DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding
- CVPR 2025Discovering Hidden Visual Concepts Beyond Linguistic Input in Infant Learning
- NeurIPS 2024IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos
- ICLR 2024CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
- CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
- NeurIPS 2023Grounding Neural Inference with Satisfiability Modulo Theories
- ICML 2023Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
- ICLR 2023Learning to reason over visual objects
- CVPR 2023Advancing Visual Grounding With Scene Knowledge: Benchmark and Method
- NeurIPS 2026Not All Instances Should Contribute Equally: Sparse Support Grounding via Unbalanced Transport for Heterogeneous MIL
- ICML 2026Grounding Functional Similarity by Invariance-Aware Model Stitching
- ICLR 2026CloDS: Visual-Only Unsupervised Cloth Dynamics Learning in Unknown Conditions
- CVPR 2026Enhancing Part-Level Point Grounding for Any Open-Source MLLMs
- NeurIPS 2025On the rankability of visual embeddings
全部视觉定位论文
共 23 篇，第 1 / 1 页
- CVPR 2023Advancing Visual Grounding With Scene Knowledge: Benchmark and Method
- CVPR 2023Affection: Learning Affective Explanations for Real-World Visual Data
- CVPR 2023Autoregressive Visual Tracking
- CVPR 2023Dynamic Inference With Grounding Based Vision and Language Models
- CVPR 2023EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding
- CVPR 2023Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy
- CVPR 2023Improving Selective Visual Question Answering by Learning From Your Peers
- CVPR 2023Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations
- CVPR 2023Joint Visual Grounding and Tracking With Natural Language Specification
- CVPR 2023MetaCLUE: Towards Comprehensive Visual Metaphors Research
- CVPR 2023NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations
- CVPR 2023OrienterNet: Visual Localization in 2D Public Maps With Neural Matching
- CVPR 2023PVO: Panoptic Visual Odometry
- CVPR 2023Similarity Maps for Self-Training Weakly-Supervised Phrase Grounding
- CVPR 2023Text-Visual Prompting for Efficient 2D Temporal Video Grounding
- CVPR 2023Visual Localization Using Imperfect 3D Models From the Internet
- CVPR 2023Weakly Supervised Temporal Sentence Grounding With Uncertainty-Guided Self-Training
- ICLR 2023Learning to reason over visual objects
- ICML 2023Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
- NeurIPS 2023CityRefer: Geography-aware 3D Visual Grounding Dataset on City-scale Point Cloud Data
- NeurIPS 2023Exploiting Contextual Objects and Relations for 3D Visual Grounding
- NeurIPS 2023Grounding Neural Inference with Satisfiability Modulo Theories
- NeurIPS 2023What’s Left? Concept Grounding with Logic-Enhanced Foundation Models
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 查视觉定位在 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": "grounding"}
常见问题
- 2023–2026 年四大会议一共有多少篇视觉定位论文？
- 共 209 篇，按年份分别是 2023 年 23 篇、2024 年 42 篇、2025 年 44 篇、2026 年 100 篇。
- NeurIPS 2026 有多少篇视觉定位论文？
- NeurIPS 2026 有 33 篇视觉定位论文，上一届是 13 篇。
- ICLR 2026 有多少篇视觉定位论文？
- ICLR 2026 有 9 篇视觉定位论文，上一届是 9 篇。
- ICML 2026 有多少篇视觉定位论文？
- ICML 2026 有 14 篇视觉定位论文，上一届是 3 篇。
- CVPR 2026 有多少篇视觉定位论文？
- CVPR 2026 有 44 篇视觉定位论文，上一届是 19 篇。
- 哪个会议的视觉定位论文最多？
- CVPR，2023–2026 年共 108 篇。