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 15 of 21

701. ICML 2024Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing
702. ICML 2024Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation
703. ICML 2024BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation
704. ICML 2024Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
705. ICML 2024Completing Visual Objects via Bridging Generation and Segmentation
706. ICML 2024Discrete Latent Perspective Learning for Segmentation and Detection
707. ICML 2024Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset
708. ICML 2024Generative Active Learning for Long-tailed Instance Segmentation
709. ICML 2024Hyperbolic Active Learning for Semantic Segmentation under Domain Shift
710. ICML 2024Implicit Representations for Constrained Image Segmentation
711. ICML 2024Language Models as Semantic Indexers
712. ICML 2024Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping
713. ICML 2024NExT-Chat: An LMM for Chat, Detection and Segmentation
714. ICML 2024SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
715. ICML 2024Scribble-Supervised Semantic Segmentation with Prototype-based Feature Augmentation
716. ICML 2024Spider: A Unified Framework for Context-dependent Concept Segmentation
717. ICML 2024Sub-token ViT Embedding via Stochastic Resonance Transformers
718. NeurIPS 2024A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation
719. NeurIPS 2024A Simple Image Segmentation Framework via In-Context Examples
720. NeurIPS 2024A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
721. NeurIPS 2024A Unified Framework for 3D Scene Understanding
722. NeurIPS 2024AdaPKC: PeakConv with Adaptive Peak Receptive Field for Radar Semantic Segmentation
723. NeurIPS 2024Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era
724. NeurIPS 2024Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification
725. NeurIPS 2024AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
726. NeurIPS 2024Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs
727. NeurIPS 2024Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension
728. NeurIPS 2024Bridge the Points: Graph-based Few-shot Segment Anything Semantically
729. NeurIPS 2024CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
730. NeurIPS 2024Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters
731. NeurIPS 2024Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation
732. NeurIPS 2024CoSW: Conditional Sample Weighting for Smoke Segmentation with Label Noise
733. NeurIPS 2024DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model
734. NeurIPS 2024DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut
735. NeurIPS 2024Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
736. NeurIPS 2024E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
737. NeurIPS 2024Efficient Temporal Action Segmentation via Boundary-aware Query Voting
738. NeurIPS 2024End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning
739. NeurIPS 2024Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
740. NeurIPS 2024Federated Black-Box Adaptation for Semantic Segmentation
741. NeurIPS 2024Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
742. NeurIPS 2024FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding
743. NeurIPS 2024GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting
744. NeurIPS 2024Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
745. NeurIPS 2024Geometric Exploitation for Indoor Panoramic Semantic Segmentation
746. NeurIPS 2024Hierarchy-Agnostic Unsupervised Segmentation: Parsing Semantic Image Structure
747. NeurIPS 2024Hybrid Mamba for Few-Shot Segmentation
748. NeurIPS 2024Implicit Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes
749. NeurIPS 2024Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation
750. NeurIPS 2024Learning Frequency-Adapted Vision Foundation Model for Domain Generalized 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.