Time Series papers, 2023–2026

Key findings

• Time Series went from 272 papers in 2023 to 876 in 2026, roughly 3.2x in three years.
• NeurIPS publishes the most Time Series work: 757 papers from 2023 to 2026, 35% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 6 in 2023 to 85 in 2026.
• Among the 5 topics under Graph and Structured Data, it ranks #1 by 2026 paper count; the fastest grower in the group, Molecular Modeling, is up 2.7x versus 3.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026A Batched Hartigan's $k$-Means Clustering
• ICML 2026A Control-Theoretic View of Mamba on Stability and Robustness
• ICLR 2026A Single Architecture for Representing Invariance Under Any Space Group
• CVPR 2026Activation Matters Test-time Activated Negative Labels for OOD Detection with
• NeurIPS 2025Abstain Mask Retain Core: Time Series Prediction by Adaptive Masking Loss with Representation Consistency
• ICML 2025$K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting
• ICLR 2025A deep inverse-mapping model for a flapping robotic wing
• CVPR 2025Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization
• NeurIPS 2024A Continuous-time Stochastic Gradient Descent Method for Continuous Data
• ICML 2024$S^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
• ICLR 2024ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
• CVPR 2024Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation
• NeurIPS 2023A Sublinear-Time Spectral Clustering Oracle with Improved Preprocessing Time
• ICML 2023Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time
• ICLR 2023A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
• CVPR 2023ActMAD: Activation Matching To Align Distributions for Test-Time-Training
• NeurIPS 2026A Locally Tokenized Generative Model for Robust Time-Series Watermarking
• ICML 2026ADHD Disease Detection Based on Short- and Long-Term Brain Function Encoding and Memory Graph Network
• ICLR 2026A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems
• CVPR 2026Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis

All Time Series papers

59 papers, page 1 of 2

1. CVPR 2023ActMAD: Activation Matching To Align Distributions for Test-Time-Training
2. CVPR 2023Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption
3. CVPR 2023Boosting Detection in Crowd Analysis via Underutilized Output Features
4. CVPR 2023Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection
5. CVPR 2023Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction
6. CVPR 2023Center Focusing Network for Real-Time LiDAR Panoptic Segmentation
7. CVPR 2023Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural Real-Time SLAM
8. CVPR 2023Consistent Direct Time-of-Flight Video Depth Super-Resolution
9. CVPR 2023Continuous Landmark Detection With 3D Queries
10. CVPR 2023DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection
11. CVPR 2023Distilling Neural Fields for Real-Time Articulated Shape Reconstruction
12. CVPR 2023Diversity-Measurable Anomaly Detection
13. CVPR 2023DSVT: Dynamic Sparse Voxel Transformer With Rotated Sets
14. CVPR 2023DyNCA: Real-Time Dynamic Texture Synthesis Using Neural Cellular Automata
15. CVPR 2023Enhanced Training of Query-Based Object Detection via Selective Query Recollection
16. CVPR 2023Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection
17. CVPR 2023FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation
18. CVPR 2023Feature Alignment and Uniformity for Test Time Adaptation
19. CVPR 2023GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection
20. CVPR 2023H2ONet: Hand-Occlusion-and-Orientation-Aware Network for Real-Time 3D Hand Mesh Reconstruction
21. CVPR 2023Implicit Identity Driven Deepfake Face Swapping Detection
22. CVPR 2023Implicit View-Time Interpolation of Stereo Videos Using Multi-Plane Disparities and Non-Uniform Coordinates
23. CVPR 2023Improved Test-Time Adaptation for Domain Generalization
24. CVPR 2023Joint Video Multi-Frame Interpolation and Deblurring Under Unknown Exposure Time
25. CVPR 2023K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
26. CVPR 2023Latency Matters: Real-Time Action Forecasting Transformer
27. CVPR 2023Learning Neural Duplex Radiance Fields for Real-Time View Synthesis
28. CVPR 2023Learning Transformations To Reduce the Geometric Shift in Object Detection
29. CVPR 2023Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning
30. CVPR 2023MobileOne: An Improved One Millisecond Mobile Backbone
31. CVPR 2023Multimodal Industrial Anomaly Detection via Hybrid Fusion
32. CVPR 2023OmniAL: A Unified CNN Framework for Unsupervised Anomaly Localization
33. CVPR 2023Passive Micron-Scale Time-of-Flight With Sunlight Interferometry
34. CVPR 2023Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection
35. CVPR 2023PIDNet: A Real-Time Semantic Segmentation Network Inspired by PID Controllers
36. CVPR 2023Propagate and Calibrate: Real-Time Passive Non-Line-of-Sight Tracking
37. CVPR 2023Prototypical Residual Networks for Anomaly Detection and Localization
38. CVPR 2023Real-Time 6K Image Rescaling With Rate-Distortion Optimization
39. CVPR 2023Real-Time Evaluation in Online Continual Learning: A New Hope
40. CVPR 2023Real-Time Multi-Person Eyeblink Detection in the Wild for Untrimmed Video
41. CVPR 2023Real-Time Neural Light Field on Mobile Devices
42. CVPR 2023Reconstructing Animatable Categories From Videos
43. CVPR 2023Relational Space-Time Query in Long-Form Videos
44. CVPR 2023Revisiting Reverse Distillation for Anomaly Detection
45. CVPR 2023Robust Dynamic Radiance Fields
46. CVPR 2023Robust Mean Teacher for Continual and Gradual Test-Time Adaptation
47. CVPR 2023Robust Test-Time Adaptation in Dynamic Scenarios
48. CVPR 2023SfM-TTR: Using Structure From Motion for Test-Time Refinement of Single-View Depth Networks
49. CVPR 2023Simulated Annealing in Early Layers Leads to Better Generalization
50. CVPR 2023SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection

FAQ

How many Time Series papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

2,157 in total: 272 in 2023, 424 in 2024, 585 in 2025, 876 in 2026.

How many Time Series papers are at NeurIPS 2026?

NeurIPS 2026 has 298 Time Series papers, versus 221 the year before.

How many Time Series papers are at ICLR 2026?

ICLR 2026 has 220 Time Series papers, versus 131 the year before.

How many Time Series papers are at ICML 2026?

ICML 2026 has 264 Time Series papers, versus 159 the year before.

How many Time Series papers are at CVPR 2026?

CVPR 2026 has 94 Time Series papers, versus 74 the year before.

Which conference publishes the most Time Series papers?

NeurIPS, with 757 papers from 2023 to 2026.