Zero-Shot Classification papers, 2023–2026

Key findings

• Zero-Shot Classification went from 203 papers in 2023 to 257 in 2026, roughly 1.3x in three years.
• CVPR publishes the most Zero-Shot Classification work: 318 papers from 2023 to 2026, 32% of the four-venue total.
• The fastest-growing overlap is with Reinforcement Learning: papers tagged with both rose from 7 in 2023 to 22 in 2026.
• Among the 5 topics under Open-Vocabulary Vision, it ranks #1 by 2026 paper count; the fastest grower in the group, Visual Grounding, is up 4.3x versus 1.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026A Minimal Interpretable Architecture for Zero-Shot Reconstruction of Dynamical Systems
• ICML 2026Beyond Rational Illusion: Behaviorally Realistic Strategic Classification
• ICLR 2026Boomerang Distillation Enables Zero-Shot Model Size Interpolation
• CVPR 2026AG-VAS Anchor-Guided Zero-Shot Visual Anomaly Segmentation with Large Multimodal Models
• NeurIPS 2025\(\varepsilon\)-Optimally Solving Two-Player Zero-Sum POSGs
• ICML 2025A Classification View on Meta Learning Bandits
• ICLR 2025Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification
• CVPR 2025AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP
• NeurIPS 2024BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
• ICML 2024Agent Instructs Large Language Models to be General Zero-Shot Reasoners
• ICLR 2024AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval
• CVPR 2024Depth-aware Test-Time Training for Zero-shot Video Object Segmentation
• NeurIPS 2023Black-box Backdoor Defense via Zero-shot Image Purification
• ICML 2023A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models
• ICLR 2023Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models
• CVPR 2023(ML)$^2$P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning
• NeurIPS 2026Align3D-AD: Cross-Modal Feature Alignment and Dual-Prompt Learning for Zero-shot 3D Anomaly Detection
• ICML 2026Calibrating Uncertainty for Zero-Shot Adversarial CLIP
• ICLR 2026Decoupling Primitive with Experts: Dynamic Feature Alignment for Compositional Zero-Shot Learning
• CVPR 2026DLVP-CLIP Enhancing Fine-Grained Zero-Shot Anomaly Detection via Dynamic Local Visual

All Zero-Shot Classification papers

992 papers, page 12 of 20

551. CVPR 2024Few-shot Learner Parameterization by Diffusion Time-steps
552. CVPR 2024FocSAM: Delving Deeply into Focused Objects in Segmenting Anything
553. CVPR 2024Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring
554. CVPR 2024Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification
555. CVPR 2024FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation
556. CVPR 2024Frozen Feature Augmentation for Few-Shot Image Classification
557. CVPR 2024Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction
558. CVPR 2024GenZI: Zero-Shot 3D Human-Scene Interaction Generation
559. CVPR 2024Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding
560. CVPR 2024Hyperspherical Classification with Dynamic Label-to-Prototype Assignment
561. CVPR 2024Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions
562. CVPR 2024Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names
563. CVPR 2024Instance-based Max-margin for Practical Few-shot Recognition
564. CVPR 2024Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval
565. CVPR 2024Label Propagation for Zero-shot Classification with Vision-Language Models
566. CVPR 2024Language-Driven Anchors for Zero-Shot Adversarial Robustness
567. CVPR 2024Language-only Training of Zero-shot Composed Image Retrieval
568. CVPR 2024Large Language Models are Good Prompt Learners for Low-Shot Image Classification
569. CVPR 2024Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning
570. CVPR 2024Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition
571. CVPR 2024Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency
572. CVPR 2024Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D
573. CVPR 2024LLaFS: When Large Language Models Meet Few-Shot Segmentation
574. CVPR 2024LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP
575. CVPR 2024MeaCap: Memory-Augmented Zero-shot Image Captioning
576. CVPR 2024MoDE: CLIP Data Experts via Clustering
577. CVPR 2024Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use
578. CVPR 2024MRC-Net: 6-DoF Pose Estimation with MultiScale Residual Correlation
579. CVPR 2024Multiplane Prior Guided Few-Shot Aerial Scene Rendering
580. CVPR 2024Named Entity Driven Zero-Shot Image Manipulation
581. CVPR 2024OHTA: One-shot Hand Avatar via Data-driven Implicit Priors
582. CVPR 2024On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do We Really Need Prompt Learning?
583. CVPR 2024Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition
584. CVPR 2024Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness
585. CVPR 2024Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning
586. CVPR 2024ProTeCt: Prompt Tuning for Taxonomic Open Set Classification
587. CVPR 2024Retraining-Free Model Quantization via One-Shot Weight-Coupling Learning
588. CVPR 2024SAM-6D: Segment Anything Model Meets Zero-Shot 6D Object Pose Estimation
589. CVPR 2024Simple Semantic-Aided Few-Shot Learning
590. CVPR 2024Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer
591. CVPR 2024Test-Time Zero-Shot Temporal Action Localization
592. CVPR 2024TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models
593. CVPR 2024Transductive Zero-Shot and Few-Shot CLIP
594. CVPR 2024Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning
595. CVPR 2024UniDepth: Universal Monocular Metric Depth Estimation
596. CVPR 2024Unified Language-driven Zero-shot Domain Adaptation
597. CVPR 2024VidToMe: Video Token Merging for Zero-Shot Video Editing
598. CVPR 2024Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding
599. CVPR 2024Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
600. CVPR 2024VOODOO 3D: Volumetric Portrait Disentanglement For One-Shot 3D Head Reenactment

FAQ

How many Zero-Shot Classification papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

992 in total: 203 in 2023, 262 in 2024, 270 in 2025, 257 in 2026.

How many Zero-Shot Classification papers are at NeurIPS 2026?

NeurIPS 2026 has 68 Zero-Shot Classification papers, versus 86 the year before.

How many Zero-Shot Classification papers are at ICLR 2026?

ICLR 2026 has 44 Zero-Shot Classification papers, versus 56 the year before.

How many Zero-Shot Classification papers are at ICML 2026?

ICML 2026 has 64 Zero-Shot Classification papers, versus 49 the year before.

How many Zero-Shot Classification papers are at CVPR 2026?

CVPR 2026 has 81 Zero-Shot Classification papers, versus 79 the year before.

Which conference publishes the most Zero-Shot Classification papers?

CVPR, with 318 papers from 2023 to 2026.