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

646 papers, page 10 of 13

451. CVPR 2024Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling
452. CVPR 2024Unsupervised Universal Image Segmentation
453. CVPR 2024Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation
454. CVPR 2024USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation
455. CVPR 2024Vanishing-Point-Guided Video Semantic Segmentation of Driving Scenes
456. CVPR 2024Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation
457. CVPR 2024VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation
458. CVPR 2024Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach
459. CVPR 2024Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle
460. CVPR 2024ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
461. CVPR 20233D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
462. CVPR 2023A Generalized Framework for Video Instance Segmentation
463. CVPR 2023A Simple Framework for Text-Supervised Semantic Segmentation
464. CVPR 2023A Soma Segmentation Benchmark in Full Adult Fly Brain
465. CVPR 2023A Strong Baseline for Generalized Few-Shot Semantic Segmentation
466. CVPR 2023ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation
467. CVPR 2023Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation
468. CVPR 2023Ambiguous Medical Image Segmentation Using Diffusion Models
469. CVPR 2023ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources
470. CVPR 2023AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation
471. CVPR 2023Augmentation Matters: A Simple-Yet-Effective Approach to Semi-Supervised Semantic Segmentation
472. CVPR 2023AutoFocusFormer: Image Segmentation off the Grid
473. CVPR 2023Automatic High Resolution Wire Segmentation and Removal
474. CVPR 2023BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation
475. CVPR 2023Balancing Logit Variation for Long-Tailed Semantic Segmentation
476. CVPR 2023Beyond mAP: Towards Better Evaluation of Instance Segmentation
477. CVPR 2023Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation
478. CVPR 2023Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training With Saliency Prompt
479. CVPR 2023Boosting Video Object Segmentation via Space-Time Correspondence Learning
480. CVPR 2023Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation
481. CVPR 2023Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation
482. CVPR 2023BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation
483. CVPR 2023Breaking the "Object" in Video Object Segmentation
484. CVPR 2023Camouflaged Instance Segmentation via Explicit De-Camouflaging
485. CVPR 2023Center Focusing Network for Real-Time LiDAR Panoptic Segmentation
486. CVPR 2023Class Adaptive Network Calibration
487. CVPR 2023CLIP Is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation
488. CVPR 2023CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation
489. CVPR 2023Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation
490. CVPR 2023CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
491. CVPR 2023Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation
492. CVPR 2023Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation
493. CVPR 2023Content-Aware Token Sharing for Efficient Semantic Segmentation With Vision Transformers
494. CVPR 2023Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation
495. CVPR 2023Continual Semantic Segmentation With Automatic Memory Sample Selection
496. CVPR 2023Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations
497. CVPR 2023Contrastive Grouping With Transformer for Referring Image Segmentation
498. CVPR 2023Cut and Learn for Unsupervised Object Detection and Instance Segmentation
499. CVPR 2023DA Wand: Distortion-Aware Selection Using Neural Mesh Parameterization
500. CVPR 2023Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains

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.