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

2,156 papers, page 19 of 44

901. CVPR 2025MASt3R-SLAM: Real-Time Dense SLAM with 3D Reconstruction Priors
902. CVPR 2025MFogHub: Bridging Multi-Regional and Multi-Satellite Data for Global Marine Fog Detection and Forecasting
903. CVPR 2025MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism
904. CVPR 2025MobilePortrait: Real-Time One-Shot Neural Head Avatars on Mobile Devices
905. CVPR 2025Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties
906. CVPR 2025Neural Inverse Rendering from Propagating Light
907. CVPR 2025NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation
908. CVPR 2025Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory
909. CVPR 2025O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language Models
910. CVPR 2025Odd-One-Out: Anomaly Detection by Comparing with Neighbors
911. CVPR 2025OmniStereo: Real-time Omnidireactional Depth Estimation with Multiview Fisheye Cameras
912. CVPR 2025One-Step Event-Driven High-Speed Autofocus
913. CVPR 2025OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary
914. CVPR 2025Open Set Label Shift with Test Time Out-of-Distribution Reference
915. CVPR 2025Opportunistic Single-Photon Time of Flight
916. CVPR 2025OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining
917. CVPR 2025PIAD: Pose and Illumination agnostic Anomaly Detection
918. CVPR 2025Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis
919. CVPR 2025PS-EIP: Robust Photometric Stereo Based on Event Interval Profile
920. CVPR 2025PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking
921. CVPR 2025Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression
922. CVPR 2025Quaffure: Real-Time Quasi-Static Neural Hair Simulation
923. CVPR 2025QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
924. CVPR 2025Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
925. CVPR 2025Rate-In: Information-Driven Adaptive Dropout Rates for Improved Inference-Time Uncertainty Estimation
926. CVPR 2025Real-time Free-view Human Rendering from Sparse-view RGB Videos using Double Unprojected Textures
927. CVPR 2025Real-time High-fidelity Gaussian Human Avatars with Position-based Interpolation of Spatially Distributed MLPs
928. CVPR 2025SAT-HMR: Real-Time Multi-Person 3D Mesh Estimation via Scale-Adaptive Tokens
929. CVPR 2025ScaleLSD: Scalable Deep Line Segment Detection Streamlined
930. CVPR 2025Scaling Inference Time Compute for Diffusion Models
931. CVPR 2025SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding
932. CVPR 2025SLAM3R: Real-Time Dense Scene Reconstruction from Monocular RGB Videos
933. CVPR 2025Sparse Voxels Rasterization: Real-time High-fidelity Radiance Field Rendering
934. CVPR 2025SpectroMotion: Dynamic 3D Reconstruction of Specular Scenes
935. CVPR 2025SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity
936. CVPR 2025SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion
937. CVPR 2025TaoAvatar: Real-Time Lifelike Full-Body Talking Avatars for Augmented Reality via 3D Gaussian Splatting
938. CVPR 2025Test-time Augmentation Improves Efficiency in Conformal Prediction
939. CVPR 2025Test-Time Backdoor Detection for Object Detection Models
940. CVPR 2025Test-Time Visual In-Context Tuning
941. CVPR 2025TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction
942. CVPR 2025Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields
943. CVPR 2025Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model
944. CVPR 2025Towards Practical Real-Time Neural Video Compression
945. CVPR 2025Towards RAW Object Detection in Diverse Conditions
946. CVPR 2025Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline
947. CVPR 2025UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection
948. CVPR 2025Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization
949. CVPR 2025Volumetric Surfaces: Representing Fuzzy Geometries with Layered Meshes
950. ICLR 2025A deep inverse-mapping model for a flapping robotic wing

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.