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 19 of 21

901. CVPR 2023Network-Free, Unsupervised Semantic Segmentation With Synthetic Images
902. CVPR 2023Neural Congealing: Aligning Images to a Joint Semantic Atlas
903. CVPR 2023NewsNet: A Novel Dataset for Hierarchical Temporal Segmentation
904. CVPR 2023Novel Class Discovery for 3D Point Cloud Semantic Segmentation
905. CVPR 2023ObjectMatch: Robust Registration Using Canonical Object Correspondences
906. CVPR 2023On Calibrating Semantic Segmentation Models: Analyses and an Algorithm
907. CVPR 2023OneFormer: One Transformer To Rule Universal Image Segmentation
908. CVPR 2023Open Vocabulary Semantic Segmentation With Patch Aligned Contrastive Learning
909. CVPR 2023Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework
910. CVPR 2023Open-Vocabulary Semantic Segmentation With Mask-Adapted CLIP
911. CVPR 2023Orthogonal Annotation Benefits Barely-Supervised Medical Image Segmentation
912. CVPR 2023Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation
913. CVPR 2023Parameter Efficient Local Implicit Image Function Network for Face Segmentation
914. CVPR 2023PartDistillation: Learning Parts From Instance Segmentation
915. CVPR 2023PeakConv: Learning Peak Receptive Field for Radar Semantic Segmentation
916. CVPR 2023PIDNet: A Real-Time Semantic Segmentation Network Inspired by PID Controllers
917. CVPR 2023PointConvFormer: Revenge of the Point-Based Convolution
918. CVPR 2023PolyFormer: Referring Image Segmentation As Sequential Polygon Generation
919. CVPR 2023Primitive Generation and Semantic-Related Alignment for Universal Zero-Shot Segmentation
920. CVPR 2023Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions
921. CVPR 2023Proximal Splitting Adversarial Attack for Semantic Segmentation
922. CVPR 2023Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge
923. CVPR 2023Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation
924. CVPR 2023RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving
925. CVPR 2023Reducing the Label Bias for Timestamp Supervised Temporal Action Segmentation
926. CVPR 2023Reliability in Semantic Segmentation: Are We on the Right Track?
927. CVPR 2023Rethinking Few-Shot Medical Segmentation: A Vector Quantization View
928. CVPR 2023Rethinking the Correlation in Few-Shot Segmentation: A Buoys View
929. CVPR 2023Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
930. CVPR 2023Robust Model-Based Face Reconstruction Through Weakly-Supervised Outlier Segmentation
931. CVPR 2023SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization
932. CVPR 2023Semantic Ray: Learning a Generalizable Semantic Field With Cross-Reprojection Attention
933. CVPR 2023Semantic Scene Completion With Cleaner Self
934. CVPR 2023Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance Segmentation
935. CVPR 2023SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation
936. CVPR 2023SFD2: Semantic-Guided Feature Detection and Description
937. CVPR 2023Side Adapter Network for Open-Vocabulary Semantic Segmentation
938. CVPR 2023SIM: Semantic-Aware Instance Mask Generation for Box-Supervised Instance Segmentation
939. CVPR 2023SimpSON: Simplifying Photo Cleanup With Single-Click Distracting Object Segmentation Network
940. CVPR 2023Simultaneously Short- and Long-Term Temporal Modeling for Semi-Supervised Video Semantic Segmentation
941. CVPR 2023Single Domain Generalization for LiDAR Semantic Segmentation
942. CVPR 2023Sparsely Annotated Semantic Segmentation With Adaptive Gaussian Mixtures
943. CVPR 2023Spatio-Temporal Pixel-Level Contrastive Learning-Based Source-Free Domain Adaptation for Video Semantic Segmentation
944. CVPR 2023SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting With Neural Radiance Fields
945. CVPR 2023Style Projected Clustering for Domain Generalized Semantic Segmentation
946. CVPR 2023SUDS: Scalable Urban Dynamic Scenes
947. CVPR 2023TarViS: A Unified Approach for Target-Based Video Segmentation
948. CVPR 2023The Devil Is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation
949. CVPR 2023TinyMIM: An Empirical Study of Distilling MIM Pre-Trained Models
950. CVPR 2023Token Contrast for Weakly-Supervised 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.