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

646 papers, page 9 of 13

401. CVPR 2024pix2gestalt: Amodal Segmentation by Synthesizing Wholes
402. CVPR 2024Point-VOS: Pointing Up Video Object Segmentation
403. CVPR 2024Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
404. CVPR 2024Progress-Aware Online Action Segmentation for Egocentric Procedural Task Videos
405. CVPR 2024Prompt-Driven Referring Image Segmentation with Instance Contrasting
406. CVPR 2024PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
407. CVPR 2024PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation
408. CVPR 2024Putting the Object Back into Video Object Segmentation
409. CVPR 2024QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition
410. CVPR 2024RankMatch: Exploring the Better Consistency Regularization for Semi-supervised Semantic Segmentation
411. CVPR 2024Rethinking Few-shot 3D Point Cloud Semantic Segmentation
412. CVPR 2024Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts
413. CVPR 2024Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance
414. CVPR 2024RMem: Restricted Memory Banks Improve Video Object Segmentation
415. CVPR 2024SAI3D: Segment Any Instance in 3D Scenes
416. CVPR 2024SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation
417. CVPR 2024SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects
418. CVPR 2024SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation
419. CVPR 2024Seg2Reg: Differentiable 2D Segmentation to 1D Regression Rendering for 360 Room Layout Reconstruction
420. CVPR 2024Segment Every Out-of-Distribution Object
421. CVPR 2024Semantic Line Combination Detector
422. CVPR 2024Semantic-aware SAM for Point-Prompted Instance Segmentation
423. CVPR 2024Semantics Distortion and Style Matter: Towards Source-free UDA for Panoramic Segmentation
424. CVPR 2024Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation
425. CVPR 2024SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation
426. CVPR 2024ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation
427. CVPR 2024SNI-SLAM: Semantic Neural Implicit SLAM
428. CVPR 2024SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation
429. CVPR 2024Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation
430. CVPR 2024Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation
431. CVPR 2024Stronger Fewer & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation
432. CVPR 2024Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning
433. CVPR 2024Symphonize 3D Semantic Scene Completion with Contextual Instance Queries
434. CVPR 2024TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation
435. CVPR 2024Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations
436. CVPR 2024Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge
437. CVPR 2024Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation
438. CVPR 2024ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images
439. CVPR 2024Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation
440. CVPR 2024Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation
441. CVPR 2024Training Vision Transformers for Semi-Supervised Semantic Segmentation
442. CVPR 2024Transferable and Principled Efficiency for Open-Vocabulary Segmentation
443. CVPR 2024Tyche: Stochastic In-Context Learning for Medical Image Segmentation
444. CVPR 2024UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
445. CVPR 2024Universal Segmentation at Arbitrary Granularity with Language Instruction
446. CVPR 2024UniVS: Unified and Universal Video Segmentation with Prompts as Queries
447. CVPR 2024Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship Descriptors
448. CVPR 2024Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation
449. CVPR 2024UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes
450. CVPR 2024Unsegment Anything by Simulating Deformation

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.