Streaming Inference papers, 2023–2026

Key findings

• Streaming Inference went from 13 papers in 2023 to 41 in 2026, roughly 3.2x in three years.
• NeurIPS publishes the most Streaming Inference work: 35 papers from 2023 to 2026, 39% of the four-venue total.
• The fastest-growing overlap is with 3D Vision: papers tagged with both rose from 0 in 2023 to 10 in 2026.
• Among the 5 topics under Edge and IoT, it ranks #3 by 2026 paper count; the fastest grower in the group, Sensor Fusion, is up 3.8x versus 3.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound
• ICML 2026Estimating Correlation Clustering Cost in Node-Arrival Stream
• ICLR 2026Near-Optimal Online Deployment and Routing for Streaming LLMs
• CVPR 2026Color When It Counts Grayscale-Guided Online Triggering for Always-On Streaming
• NeurIPS 2025Learning-Augmented Streaming Algorithms for Correlation Clustering
• ICML 2025Deep Streaming View Clustering
• ICLR 2025Learning-Augmented Frequent Directions
• CVPR 2025Learning from Streaming Video with Orthogonal Gradients
• NeurIPS 2024Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data
• ICML 2024Fast White-Box Adversarial Streaming Without a Random Oracle
• ICLR 2024Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning
• CVPR 2024Streaming Dense Video Captioning
• NeurIPS 2023Streaming PCA for Markovian Data
• ICML 2023Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
• ICLR 2023Continual Transformers: Redundancy-Free Attention for Online Inference
• CVPR 2023System-Status-Aware Adaptive Network for Online Streaming Video Understanding
• NeurIPS 2026QueryStop: Dynamic Stop Signals for Efficient Streaming Inference
• ICML 2026SFedPO: Streaming Federated Learning with a Prediction Oracle under Temporal Shifts
• CVPR 2026Event Stream Filtering via Probability Flux Estimation
• NeurIPS 2025Online Functional Tensor Decomposition via Continual Learning for Streaming Data Completion

All Streaming Inference papers

17 papers, page 1 of 1

1. CVPR 2025Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting
2. CVPR 2025Learning from Streaming Video with Orthogonal Gradients
3. CVPR 2025VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network
4. ICLR 2025Learning-Augmented Frequent Directions
5. ICLR 2025Streaming Algorithms For $\ell_p$ Flows and $\ell_p$ Regression
6. ICML 2025A Chaotic Dynamics Framework Inspired by Dorsal Stream for Event Signal Processing
7. ICML 2025Deep Streaming View Clustering
8. ICML 2025SEAD: Unsupervised Ensemble of Streaming Anomaly Detectors
9. ICML 2025SHE: Streaming-media Hashing Retrieval
10. NeurIPS 2025Conformal Online Learning of Deep Koopman Linear Embeddings
11. NeurIPS 2025EA3D: Online Open-World 3D Object Extraction from Streaming Videos
12. NeurIPS 2025Learning-Augmented Streaming Algorithms for Correlation Clustering
13. NeurIPS 2025Low Precision Streaming PCA
14. NeurIPS 2025Online Functional Tensor Decomposition via Continual Learning for Streaming Data Completion
15. NeurIPS 2025Point3R: Streaming 3D Reconstruction with Explicit Spatial Pointer Memory
16. NeurIPS 2025StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
17. NeurIPS 2025Streaming Stochastic Submodular Maximization with On-Demand User Requests

FAQ

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

90 in total: 13 in 2023, 19 in 2024, 17 in 2025, 41 in 2026.

How many Streaming Inference papers are at NeurIPS 2026?

NeurIPS 2026 has 15 Streaming Inference papers, versus 8 the year before.

How many Streaming Inference papers are at ICLR 2026?

ICLR 2026 has 1 Streaming Inference papers, versus 2 the year before.

How many Streaming Inference papers are at ICML 2026?

ICML 2026 has 10 Streaming Inference papers, versus 4 the year before.

How many Streaming Inference papers are at CVPR 2026?

CVPR 2026 has 15 Streaming Inference papers, versus 3 the year before.

Which conference publishes the most Streaming Inference papers?

NeurIPS, with 35 papers from 2023 to 2026.