Visual Grounding papers, 2023–2026

Key findings

• Visual Grounding went from 23 papers in 2023 to 100 in 2026, roughly 4.3x in three years.
• CVPR publishes the most Visual Grounding work: 108 papers from 2023 to 2026, 52% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 2 in 2023 to 56 in 2026.
• Among the 5 topics under Open-Vocabulary Vision, it ranks #3 by 2026 paper count; the fastest grower in the group, Open-Vocabulary Detection, is up 1.5x versus 4.3x here.

Representative papers

Spread across years and venues so every edition shows up

• 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

All Visual Grounding papers

44 papers, page 1 of 1

1. CVPR 2025Cross-modal Causal Relation Alignment for Video Question Grounding
2. CVPR 2025Discovering Hidden Visual Concepts Beyond Linguistic Input in Infant Learning
3. CVPR 2025F-LMM: Grounding Frozen Large Multimodal Models
4. CVPR 2025Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding
5. CVPR 2025GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding
6. CVPR 2025Grounding 3D Object Affordance with Language Instructions, Visual Observations and Interactions
7. CVPR 2025Interpreting Object-level Foundation Models via Visual Precision Search
8. CVPR 2025MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output
9. CVPR 2025Number it: Temporal Grounding Videos like Flipping Manga
10. CVPR 2025ProxyTransformation: Preshaping Point Cloud Manifold With Proxy Attention For 3D Visual Grounding
11. CVPR 2025Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding
12. CVPR 2025SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding
13. CVPR 2025Task-aware Cross-modal Feature Refinement Transformer with Large Language Models for Visual Grounding
14. CVPR 2025Text-guided Sparse Voxel Pruning for Efficient 3D Visual Grounding
15. CVPR 2025VideoGEM: Training-free Action Grounding in Videos
16. CVPR 2025VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
17. CVPR 2025Visual Agentic AI for Spatial Reasoning with a Dynamic API
18. CVPR 2025Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding
19. CVPR 2025ZeroVO: Visual Odometry with Minimal Assumptions
20. ICLR 2025Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers
21. ICLR 2025CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs
22. ICLR 2025DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding
23. ICLR 2025Grounding Continuous Representations in Geometry: Equivariant Neural Fields
24. ICLR 2025Grounding Video Models to Actions through Goal Conditioned Exploration
25. ICLR 2025Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
26. ICLR 2025ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding
27. ICLR 2025Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
28. ICLR 2025Visually Consistent Hierarchical Image Classification
29. ICML 2025From Thousands to Billions: 3D Visual Language Grounding via Render-Supervised Distillation from 2D VLMs
30. ICML 2025Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities
31. ICML 2025Primitive Vision: Improving Diagram Understanding in MLLMs
32. NeurIPS 2025Empower Words: DualGround for Structured Phrase and Sentence-Level Temporal Grounding
33. NeurIPS 2025From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes
34. NeurIPS 2025Ground-Compose-Reinforce: Grounding Language in Agentic Behaviours using Limited Data
35. NeurIPS 2025GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
36. NeurIPS 2025Jury-and-Judge Chain-of-Thought for Uncovering Toxic Data in 3D Visual Grounding
37. NeurIPS 2025MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
38. NeurIPS 2025On the rankability of visual embeddings
39. NeurIPS 2025PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
40. NeurIPS 2025Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
41. NeurIPS 2025Quantum Visual Fields with Neural Amplitude Encoding
42. NeurIPS 2025SE-GUI: Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
43. NeurIPS 2025SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
44. NeurIPS 2025Where Does It Exist from the Low-Altitude: Spatial Aerial Video Grounding

FAQ

How many Visual Grounding papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

209 in total: 23 in 2023, 42 in 2024, 44 in 2025, 100 in 2026.

How many Visual Grounding papers are at NeurIPS 2026?

NeurIPS 2026 has 33 Visual Grounding papers, versus 13 the year before.

How many Visual Grounding papers are at ICLR 2026?

ICLR 2026 has 9 Visual Grounding papers, versus 9 the year before.

How many Visual Grounding papers are at ICML 2026?

ICML 2026 has 14 Visual Grounding papers, versus 3 the year before.

How many Visual Grounding papers are at CVPR 2026?

CVPR 2026 has 44 Visual Grounding papers, versus 19 the year before.

Which conference publishes the most Visual Grounding papers?

CVPR, with 108 papers from 2023 to 2026.