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 100 篇,第 1 / 2 页
- CVPR 2026BAMI Training-Free Bias Mitigation in GUI Grounding
- CVPR 2026Beyond the Global Scores Fine-Grained Token Grounding as a Robust
- CVPR 2026DiG Differential Grounding for Enhancing Fine-Grained Perception in Multimodal Large
- CVPR 2026Do Vision-Language Models Measure Up Benchmarking Visual Measurement Reading with
- CVPR 2026DocSeeker Structured Visual Reasoning with Evidence Grounding for Long Document
- CVPR 2026DRS-GUI Dynamic Region Search for Training-Free GUI Grounding
- CVPR 2026EG-3DVG Expression and Geometry Aware Grounding Decoder for 3D Visual
- CVPR 2026Ego-Grounding for Personalized Question-Answering in Egocentric Videos
- CVPR 2026Enhancing Part-Level Point Grounding for Any Open-Source MLLMs
- CVPR 2026Event-based Visual Deformation Measurement
- CVPR 2026Fast Spatial Tracking with Visual Geometry Transformer
- CVPR 2026First Logit Boosting Visual Grounding Method to Mitigate Object Hallucination
- CVPR 2026FlashVGGT Efficient and Scalable Visual Geometry Transformers with Compressed Descriptor
- CVPR 2026FocusUI Efficient UI Grounding via Position-Preserving Visual Token Selection
- CVPR 2026GeoViS Geospatially Rewarded Visual Search for Remote Sensing Visual Grounding
- CVPR 2026GroundingME Exposing the Visual Grounding Gap in MLLMs through Multi-Dimensional
- CVPR 2026GroundVTS Visual Token Sampling in Multimodal Large Language Models for
- CVPR 2026HERO Hierarchical Embedding-Refinement for Open-Vocabulary Temporal Sentence Grounding in Videos
- CVPR 2026HieraMamba Video Temporal Grounding via Hierarchical Anchor-Mamba Pooling
- CVPR 2026IAG Input-aware Backdoor Attack on VLM-based Visual Grounding
- CVPR 2026MedLoc-R1 Performance-Aware Curriculum Reward Scheduling for GRPO-Based Medical Visual Grounding
- CVPR 2026MonoVLM Monocular 3D Visual Grounding with Vision Language Models
- CVPR 2026MVP Multiple View Prediction Improves GUI Grounding
- CVPR 2026OddGridBench Exposing the Lack of Fine-Grained Visual Discrepancy Sensitivity in
- CVPR 2026ORD Object-Relation Decoupling for Generalized 3D Visual Grounding
- CVPR 2026PET-DINO Unifying Visual Cues into Grounding DINO with Prompt-Enriched Training
- CVPR 2026Phrase-Grounding-Aware Supervised Fine-Tuning for Chart Recognition via Side-Masked Attention
- CVPR 2026Pointing at Parts Training-Free Few-Shot Grounding in Multimodal LLMs
- CVPR 2026Prompt Yourself Awakening Textual Semantics in 1D Visual Tokenizers
- CVPR 2026PV-Ground Text-Guided Point-Voxel Interaction for 3D Visual Grounding
- CVPR 2026RealVLG-R1 A Large-Scale Real-World Visual-Language Grounding Benchmark for Robotic Perception
- CVPR 2026ReasonMap Towards Fine-Grained Visual Reasoning from Transit Maps
- CVPR 2026Revisiting Visual Corruptions in LVLMs A Shape-Texture Perspective on Model
- CVPR 2026S2-MLLM Boosting Spatial Reasoning Capability of MLLMs for 3D Visual
- CVPR 2026Scene Grounding in the Wild
- CVPR 2026Small Object Great Challenge A Benchmark for Small Object Visual
- CVPR 2026Spatial-Aware VLA Pretraining through Visual-Physical Alignment from Human Videos
- CVPR 2026StoryTailorA Zero-Shot Pipeline for Action-Rich Multi-Subject Visual Narratives
- CVPR 2026The Coherence Trap When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts
- CVPR 2026UZ3DVG Unaided Zero-Shot 3D Visual Grounding with Generated Language Conditions
- CVPR 2026VES-RFT Rewarding Visual Evidence Sensitivity to Mitigate Hallucinations in Large
- CVPR 2026VGent Visual Grounding via Modular Design for Disentangling Reasoning and
- CVPR 2026VideoITG Multimodal Video Understanding with Instructed Temporal Grounding
- CVPR 2026Visual Grounding for Object Questions
- ICLR 2026CloDS: Visual-Only Unsupervised Cloth Dynamics Learning in Unknown Conditions
- ICLR 2026Compositional Neuro-Symbolic Concepts in Neural Activities
- ICLR 2026Grounding or Guessing? Visual Signals for Detecting Hallucinations in Sign Language Translation
- ICLR 2026GuirlVG: Incentivize GUI Visual Grounding via Empirical Exploration on Reinforcement Learning
- ICLR 2026How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
- ICLR 2026P$^2$-DPO:Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization
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。