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 17 of 21

801. CVPR 2023Boosting Video Object Segmentation via Space-Time Correspondence Learning
802. CVPR 2023Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation
803. CVPR 2023Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation
804. CVPR 2023BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation
805. CVPR 2023Breaking the "Object" in Video Object Segmentation
806. CVPR 2023Camouflaged Instance Segmentation via Explicit De-Camouflaging
807. CVPR 2023Center Focusing Network for Real-Time LiDAR Panoptic Segmentation
808. CVPR 2023Class Adaptive Network Calibration
809. CVPR 2023CLIP Is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation
810. CVPR 2023CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation
811. CVPR 2023Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation
812. CVPR 2023CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
813. CVPR 2023Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation
814. CVPR 2023Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation
815. CVPR 2023Content-Aware Token Sharing for Efficient Semantic Segmentation With Vision Transformers
816. CVPR 2023Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation
817. CVPR 2023Continual Semantic Segmentation With Automatic Memory Sample Selection
818. CVPR 2023Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations
819. CVPR 2023Contrastive Grouping With Transformer for Referring Image Segmentation
820. CVPR 2023Cut and Learn for Unsupervised Object Detection and Instance Segmentation
821. CVPR 2023DA Wand: Distortion-Aware Selection Using Neural Mesh Parameterization
822. CVPR 2023Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains
823. CVPR 2023Deep Deterministic Uncertainty: A New Simple Baseline
824. CVPR 2023Delivering Arbitrary-Modal Semantic Segmentation
825. CVPR 2023Delving Into Shape-Aware Zero-Shot Semantic Segmentation
826. CVPR 2023DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection
827. CVPR 2023Devil Is in the Queries: Advancing Mask Transformers for Real-World Medical Image Segmentation and Out-of-Distribution Localization
828. CVPR 2023DiGA: Distil To Generalize and Then Adapt for Domain Adaptive Semantic Segmentation
829. CVPR 2023Dionysus: Recovering Scene Structures by Dividing Into Semantic Pieces
830. CVPR 2023Directional Connectivity-Based Segmentation of Medical Images
831. CVPR 2023DoNet: Deep De-Overlapping Network for Cytology Instance Segmentation
832. CVPR 2023DualRel: Semi-Supervised Mitochondria Segmentation From a Prototype Perspective
833. CVPR 2023DynaMask: Dynamic Mask Selection for Instance Segmentation
834. CVPR 2023Dynamic Focus-Aware Positional Queries for Semantic Segmentation
835. CVPR 2023Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation
836. CVPR 2023EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision
837. CVPR 2023Efficient Mask Correction for Click-Based Interactive Image Segmentation
838. CVPR 2023Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos
839. CVPR 2023Endpoints Weight Fusion for Class Incremental Semantic Segmentation
840. CVPR 2023Exemplar-FreeSOLO: Enhancing Unsupervised Instance Segmentation With Exemplars
841. CVPR 2023Extracting Class Activation Maps From Non-Discriminative Features As Well
842. CVPR 2023Fair Federated Medical Image Segmentation via Client Contribution Estimation
843. CVPR 2023FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation
844. CVPR 2023Federated Incremental Semantic Segmentation
845. CVPR 2023FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation
846. CVPR 2023Focused and Collaborative Feedback Integration for Interactive Image Segmentation
847. CVPR 2023Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation
848. CVPR 2023FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation
849. CVPR 2023Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation
850. CVPR 2023Generalizable Implicit Neural Representations via Instance Pattern Composers

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.