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 12 of 21

551. CVPR 2024Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary Alignment
552. CVPR 2024EFormer: Enhanced Transformer towards Semantic-Contour Features of Foreground for Portraits Matting
553. CVPR 2024EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
554. CVPR 2024Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models
555. CVPR 2024Event-assisted Low-Light Video Object Segmentation
556. CVPR 2024Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation
557. CVPR 2024Extreme Point Supervised Instance Segmentation
558. CVPR 2024FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation
559. CVPR 2024FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures
560. CVPR 2024Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball
561. CVPR 2024FreePoint: Unsupervised Point Cloud Instance Segmentation
562. CVPR 2024Frequency-Adaptive Dilated Convolution for Semantic Segmentation
563. CVPR 2024From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation
564. CVPR 2024Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation
565. CVPR 2024Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views
566. CVPR 2024GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation
567. CVPR 2024GraCo: Granularity-Controllable Interactive Segmentation
568. CVPR 2024GROUNDHOG: Grounding Large Language Models to Holistic Segmentation
569. CVPR 2024GSVA: Generalized Segmentation via Multimodal Large Language Models
570. CVPR 2024Hierarchical Histogram Threshold Segmentation - Auto-terminating High-detail Oversegmentation
571. CVPR 2024Hierarchical Intra-modal Correlation Learning for Label-free 3D Semantic Segmentation
572. CVPR 2024HOIST-Former: Hand-held Objects Identification Segmentation and Tracking in the Wild
573. CVPR 2024HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation
574. CVPR 2024Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
575. CVPR 2024Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation
576. CVPR 2024Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation
577. CVPR 2024Improving Bird's Eye View Semantic Segmentation by Task Decomposition
578. CVPR 2024Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps
579. CVPR 2024Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation
580. CVPR 2024Infer from What You Have Seen Before: Temporally-dependent Classifier for Semi-supervised Video Segmentation
581. CVPR 2024Instance Tracking in 3D Scenes from Egocentric Videos
582. CVPR 2024JRDB-PanoTrack: An Open-world Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments
583. CVPR 2024Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms
584. CVPR 2024LASO: Language-guided Affordance Segmentation on 3D Object
585. CVPR 2024Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation
586. CVPR 2024Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans
587. CVPR 2024Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform
588. CVPR 2024LISA: Reasoning Segmentation via Large Language Model
589. CVPR 2024LLaFS: When Large Language Models Meet Few-Shot Segmentation
590. CVPR 2024LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation
591. CVPR 2024LQMFormer: Language-aware Query Mask Transformer for Referring Image Segmentation
592. CVPR 2024MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation
593. CVPR 2024MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation
594. CVPR 2024MFP: Making Full Use of Probability Maps for Interactive Image Segmentation
595. CVPR 2024Mind Marginal Non-Crack Regions: Clustering-Inspired Representation Learning for Crack Segmentation
596. CVPR 2024MirageRoom: 3D Scene Segmentation with 2D Pre-trained Models by Mirage Projection
597. CVPR 2024MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation
598. CVPR 2024MRFS: Mutually Reinforcing Image Fusion and Segmentation
599. CVPR 2024Mudslide: A Universal Nuclear Instance Segmentation Method
600. CVPR 2024Multi-view Aggregation Network for Dichotomous Image 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.