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 20 of 21

951. CVPR 2023Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation
952. CVPR 2023Towards Open-World Segmentation of Parts
953. CVPR 2023Transformer Scale Gate for Semantic Segmentation
954. CVPR 2023Tree Instance Segmentation With Temporal Contour Graph
955. CVPR 2023Two-Shot Video Object Segmentation
956. CVPR 2023Two-Stage Co-Segmentation Network Based on Discriminative Representation for Recovering Human Mesh From Videos
957. CVPR 2023Ultra-High Resolution Segmentation With Ultra-Rich Context: A Novel Benchmark
958. CVPR 2023Understanding Imbalanced Semantic Segmentation Through Neural Collapse
959. CVPR 2023UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration
960. CVPR 2023Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation
961. CVPR 2023Unsupervised Space-Time Network for Temporally-Consistent Segmentation of Multiple Motions
962. CVPR 2023VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan Segmentation
963. CVPR 2023Weakly Supervised Segmentation With Point Annotations for Histopathology Images via Contrast-Based Variational Model
964. CVPR 2023Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor
965. CVPR 2023Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning
966. CVPR 2023You Only Segment Once: Towards Real-Time Panoptic Segmentation
967. CVPR 2023ZegCLIP: Towards Adapting CLIP for Zero-Shot Semantic Segmentation
968. CVPR 2023Zero-Shot Referring Image Segmentation With Global-Local Context Features
969. ICLR 20233D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation
970. ICLR 20233D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation
971. ICLR 2023Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation
972. ICLR 2023Compositional Semantic Parsing with Large Language Models
973. ICLR 2023Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation
974. ICLR 2023E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation
975. ICLR 2023Instance-wise Batch Label Restoration via Gradients in Federated Learning
976. ICLR 2023LMSeg: Language-guided Multi-dataset Segmentation
977. ICLR 2023Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts
978. ICLR 2023On the Word Boundaries of Emergent Languages Based on Harris's Articulation Scheme
979. ICLR 2023PatchDCT: Patch Refinement for High Quality Instance Segmentation
980. ICLR 2023SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation
981. ICLR 2023Suppressing the Heterogeneity: A Strong Feature Extractor for Few-shot Segmentation
982. ICLR 2023That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation
983. ICLR 2023Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations
984. ICLR 2023ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency
985. ICML 2023ClusterFuG: Clustering Fully connected Graphs by Multicut
986. ICML 2023CLUSTSEG: Clustering for Universal Segmentation
987. ICML 2023Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification
988. ICML 2023Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation
989. ICML 2023NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation
990. ICML 2023Open-Vocabulary Universal Image Segmentation with MaskCLIP
991. ICML 2023SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation
992. ICML 2023Subset-Based Instance Optimality in Private Estimation
993. ICML 2023Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes
994. ICML 2023X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion
995. NeurIPS 20233D Indoor Instance Segmentation in an Open-World
996. NeurIPS 2023AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
997. NeurIPS 2023Active Learning for Semantic Segmentation with Multi-class Label Query
998. NeurIPS 2023Activity Grammars for Temporal Action Segmentation
999. NeurIPS 2023AIMS: All-Inclusive Multi-Level Segmentation for Anything
1000. NeurIPS 2023All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D 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.