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 16 of 21

751. NeurIPS 2024Learning Segmentation from Point Trajectories
752. NeurIPS 2024LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
753. NeurIPS 2024Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
754. NeurIPS 2024Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
755. NeurIPS 2024MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
756. NeurIPS 2024Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom
757. NeurIPS 2024OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
758. NeurIPS 2024One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
759. NeurIPS 2024OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
760. NeurIPS 2024RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation
761. NeurIPS 2024Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective
762. NeurIPS 2024RETR: Multi-View Radar Detection Transformer for Indoor Perception
763. NeurIPS 2024RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
764. NeurIPS 2024Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
765. NeurIPS 2024Segment Anything without Supervision
766. NeurIPS 2024Segmenting Watermarked Texts From Language Models
767. NeurIPS 2024SegVol: Universal and Interactive Volumetric Medical Image Segmentation
768. NeurIPS 2024SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
769. NeurIPS 2024SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
770. NeurIPS 2024SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
771. NeurIPS 2024SyncVIS: Synchronized Video Instance Segmentation
772. NeurIPS 2024TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network
773. NeurIPS 2024Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
774. NeurIPS 2024Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model
775. NeurIPS 2024TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
776. NeurIPS 2024Uncertainty-aware Fine-tuning of Segmentation Foundation Models
777. NeurIPS 2024Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
778. NeurIPS 2024Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark
779. NeurIPS 2024Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
780. NeurIPS 2024UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
781. NeurIPS 2024Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation
782. NeurIPS 2024Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval
783. CVPR 20233D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
784. CVPR 2023A Generalized Framework for Video Instance Segmentation
785. CVPR 2023A Simple Framework for Text-Supervised Semantic Segmentation
786. CVPR 2023A Soma Segmentation Benchmark in Full Adult Fly Brain
787. CVPR 2023A Strong Baseline for Generalized Few-Shot Semantic Segmentation
788. CVPR 2023ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation
789. CVPR 2023Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation
790. CVPR 2023Ambiguous Medical Image Segmentation Using Diffusion Models
791. CVPR 2023ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources
792. CVPR 2023AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation
793. CVPR 2023Augmentation Matters: A Simple-Yet-Effective Approach to Semi-Supervised Semantic Segmentation
794. CVPR 2023AutoFocusFormer: Image Segmentation off the Grid
795. CVPR 2023Automatic High Resolution Wire Segmentation and Removal
796. CVPR 2023BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation
797. CVPR 2023Balancing Logit Variation for Long-Tailed Semantic Segmentation
798. CVPR 2023Beyond mAP: Towards Better Evaluation of Instance Segmentation
799. CVPR 2023Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation
800. CVPR 2023Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training With Saliency Prompt

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.