视觉定位论文趋势 2023–2026

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。

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 42 篇，第 1 / 1 页

1. CVPR 2024Context-Guided Spatio-Temporal Video Grounding
2. CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
3. CVPR 2024Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
4. CVPR 2024G^3-LQ: Marrying Hyperbolic Alignment with Explicit Semantic-Geometric Modeling for 3D Visual Grounding
5. CVPR 2024GLaMM: Pixel Grounding Large Multimodal Model
6. CVPR 2024GROUNDHOG: Grounding Large Language Models to Holistic Segmentation
7. CVPR 2024HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
8. CVPR 2024HIPTrack: Visual Tracking with Historical Prompts
9. CVPR 2024HRVDA: High-Resolution Visual Document Assistant
10. CVPR 2024Improved Visual Grounding through Self-Consistent Explanations
11. CVPR 2024Investigating Compositional Challenges in Vision-Language Models for Visual Grounding
12. CVPR 2024Mask Grounding for Referring Image Segmentation
13. CVPR 2024MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding
14. CVPR 2024Multi-Attribute Interactions Matter for 3D Visual Grounding
15. CVPR 2024Multi-Modal Hallucination Control by Visual Information Grounding
16. CVPR 2024Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners
17. CVPR 2024Omni-Q: Omni-Directional Scene Understanding for Unsupervised Visual Grounding
18. CVPR 2024OpenStreetView-5M: The Many Roads to Global Visual Geolocation
19. CVPR 2024Pixel-Aligned Language Model
20. CVPR 2024Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos
21. CVPR 2024Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language
22. CVPR 2024SUGAR: Pre-training 3D Visual Representations for Robotics
23. CVPR 2024Towards CLIP-driven Language-free 3D Visual Grounding via 2D-3D Relational Enhancement and Consistency
24. CVPR 2024V?: Guided Visual Search as a Core Mechanism in Multimodal LLMs
25. CVPR 2024Viewpoint-Aware Visual Grounding in 3D Scenes
26. CVPR 2024Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding
27. CVPR 2024VRP-SAM: SAM with Visual Reference Prompt
28. CVPR 2024When Visual Grounding Meets Gigapixel-level Large-scale Scenes: Benchmark and Approach
29. ICLR 2024CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
30. ICLR 2024Grounding Multimodal Large Language Models to the World
31. ICLR 2024Neurosymbolic Grounding for Compositional World Models
32. ICLR 2024Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
33. NeurIPS 2024GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
34. NeurIPS 2024IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos
35. NeurIPS 2024Instruction-Guided Visual Masking
36. NeurIPS 2024NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
37. NeurIPS 2024OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
38. NeurIPS 2024Policy Improvement using Language Feedback Models
39. NeurIPS 2024Referencing Where to Focus: Improving Visual Grounding with Referential Query
40. NeurIPS 2024SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
41. NeurIPS 2024Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
42. NeurIPS 2024VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding

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。