Segmentation papers, 2023–2026

Key findings

• Segmentation went from 251 papers in 2023 to 265 in 2026, roughly 1.1x in three years.
• CVPR publishes the most Segmentation work: 647 papers from 2023 to 2026, 63% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 36 in 2023 to 72 in 2026.
• Among the 5 topics under Computer Vision, it ranks #5 by 2026 paper count; the fastest grower in the group, Video Understanding, is up 2.6x versus 1.1x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026A probabilistic model of visual segmentation explains early visual cortical dynamics
• ICML 2026SEMIR: Semantic Minor-Induced Representation Learning on Graphs for Visual Segmentation
• ICLR 2026ARINBEV: Bird's-Eye View Layout Estimation with Conditional Autoregressive Model
• CVPR 2026Annotation-Efficient Coreset Selection for Context-dependent Segmentation
• NeurIPS 2025$\epsilon$-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data
• ICML 2025GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
• ICLR 2025ADAPT: Attentive Self-Distillation and Dual-Decoder Prediction Fusion for Continual Panoptic Segmentation
• CVPR 20253D Dental Model Segmentation with Geometrical Boundary Preserving
• NeurIPS 2024Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era
• ICML 2024BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation
• ICLR 2024Diving Segmentation Model into Pixels
• CVPR 2024DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
• NeurIPS 20233D Indoor Instance Segmentation in an Open-World
• ICML 2023CLUSTSEG: Clustering for Universal Segmentation
• ICLR 20233D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation
• CVPR 2023A Generalized Framework for Video Instance Segmentation
• NeurIPS 2026Adaptive Residual Quantization for Memory-Efficient Temporal Action Segmentation
• ICML 2026SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation
• ICLR 2026CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition
• CVPR 2026Better Stronger Faster Tackling the Trilemma in MLLM-based Segmentation with

All Segmentation papers

26 papers, page 1 of 1

1. ICLR 2025ADAPT: Attentive Self-Distillation and Dual-Decoder Prediction Fusion for Continual Panoptic Segmentation
2. ICLR 2025DECO: Unleashing the Potential of ConvNets for Query-based Detection and Segmentation
3. ICLR 2025Decoupled Finetuning for Domain Generalizable Semantic Segmentation
4. ICLR 2025DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation
5. ICLR 2025Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries
6. ICLR 2025GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision
7. ICLR 2025Instance-dependent Early Stopping
8. ICLR 2025Interpreting the Second-Order Effects of Neurons in CLIP
9. ICLR 2025Learning Spatial-Semantic Features for Robust Video Object Segmentation
10. ICLR 2025Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation
11. ICLR 2025Near, far: Patch-ordering enhances vision foundation models' scene understanding
12. ICLR 2025Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation
13. ICLR 2025Order-aware Interactive Segmentation
14. ICLR 2025Predictive Uncertainty Quantification for Bird's Eye View Segmentation: A Benchmark and Novel Loss Function
15. ICLR 2025Progressive Parameter Efficient Transfer Learning for Semantic Segmentation
16. ICLR 2025Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation
17. ICLR 2025Revisit the Open Nature of Open Vocabulary Semantic Segmentation
18. ICLR 2025RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
19. ICLR 2025SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
20. ICLR 2025SegLLM: Multi-round Reasoning Segmentation with Large Language Models
21. ICLR 2025Segment Any 3D Object with Language
22. ICLR 2025Stable Segment Anything Model
23. ICLR 2025Topograph: An Efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation
24. ICLR 2025Towards Unbiased Learning in Semi-Supervised Semantic Segmentation
25. ICLR 2025Training-Free Dataset Pruning for Instance Segmentation
26. ICLR 2025UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation

FAQ

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

1,034 in total: 251 in 2023, 269 in 2024, 249 in 2025, 265 in 2026.

How many Segmentation papers are at NeurIPS 2026?

NeurIPS 2026 has 60 Segmentation papers, versus 66 the year before.

How many Segmentation papers are at ICLR 2026?

ICLR 2026 has 26 Segmentation papers, versus 26 the year before.

How many Segmentation papers are at ICML 2026?

ICML 2026 has 25 Segmentation papers, versus 17 the year before.

How many Segmentation papers are at CVPR 2026?

CVPR 2026 has 154 Segmentation papers, versus 140 the year before.

Which conference publishes the most Segmentation papers?

CVPR, with 647 papers from 2023 to 2026.