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

1,033 papers, page 11 of 21

501. NeurIPS 2025SegGraph: Leveraging Graphs of SAM Segments for Few-Shot 3D Part Segmentation
502. NeurIPS 2025Segment Anything Model Meets Semi-supervised Medical Image Segmentation: A Novel Perspective
503. NeurIPS 2025Segment then Splat: Unified 3D Open-Vocabulary Segmentation via Gaussian Splatting
504. NeurIPS 2025Spiral: Semantic-Aware Progressive LiDAR Scene Generation and Understanding
505. NeurIPS 2025Stratify or Die: Rethinking Data Splits in Image Segmentation
506. NeurIPS 2025Toward Interpretable Evaluation Measures for Time Series Segmentation
507. NeurIPS 2025Towards Generalizable Retina Vessel Segmentation with Deformable Graph Priors
508. NeurIPS 2025Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective
509. NeurIPS 2025Towards Unsupervised Domain Bridging via Image Degradation in Semantic Segmentation
510. NeurIPS 2025Transformers Learn Faster with Semantic Focus
511. NeurIPS 2025UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation
512. NeurIPS 2025VoxDet: Rethinking 3D Semantic Scene Completion as Dense Object Detection
513. NeurIPS 2025VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation
514. CVPR 20243D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
515. CVPR 2024A Simple Recipe for Language-guided Domain Generalized Segmentation
516. CVPR 2024Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation
517. CVPR 2024Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation
518. CVPR 2024Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery
519. CVPR 2024ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers
520. CVPR 2024AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
521. CVPR 2024APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation
522. CVPR 2024Audio-Visual Segmentation via Unlabeled Frame Exploitation
523. CVPR 2024Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
524. CVPR 2024Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation
525. CVPR 2024BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation
526. CVPR 2024CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention
527. CVPR 2024CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs
528. CVPR 2024CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation
529. CVPR 2024Class Tokens Infusion for Weakly Supervised Semantic Segmentation
530. CVPR 2024Clustering Propagation for Universal Medical Image Segmentation
531. CVPR 2024COCONut: Modernizing COCO Segmentation
532. CVPR 2024Coherent Temporal Synthesis for Incremental Action Segmentation
533. CVPR 2024Collaborating Foundation Models for Domain Generalized Semantic Segmentation
534. CVPR 2024Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation
535. CVPR 2024Contextrast: Contextual Contrastive Learning for Semantic Segmentation
536. CVPR 2024ContextSeg: Sketch Semantic Segmentation by Querying the Context with Attention
537. CVPR 2024Continual Segmentation with Disentangled Objectness Learning and Class Recognition
538. CVPR 2024Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation
539. CVPR 2024CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation
540. CVPR 2024Cross-Dimension Affinity Distillation for 3D EM Neuron Segmentation
541. CVPR 2024Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining
542. CVPR 2024Density-Guided Semi-Supervised 3D Semantic Segmentation with Dual-Space Hardness Sampling
543. CVPR 2024Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features
544. CVPR 2024DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
545. CVPR 2024Diversified and Personalized Multi-rater Medical Image Segmentation
546. CVPR 2024Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation
547. CVPR 2024DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation
548. CVPR 2024EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation
549. CVPR 2024ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning
550. CVPR 2024Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior

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.