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

24 papers, page 1 of 1

1. ICML 2026Estimating Correlation Clustering Cost in Node-Arrival Stream
2. ICML 2026Incremental Transformer Neural Processes
3. ICML 2026Intentional Updates for Streaming Reinforcement Learning
4. ICML 2026NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels
5. ICML 2026Online Learning with Recency: Algorithms for Sliding-window Streaming Multi-armed Bandits
6. ICML 2026ProactiveLLM: Learning Active Interaction for Streaming Large Language Models
7. ICML 2026SFedPO: Streaming Federated Learning with a Prediction Oracle under Temporal Shifts
8. ICML 2026Squeezing More from the Stream : Learning Representation Online for Streaming Reinforcement Learning
9. ICML 2026Streaming Covariate Balancing via Discrepancy-Based Feature Coresets
10. ICML 2026Streaming Sliced Optimal Transport
11. ICML 2025A Chaotic Dynamics Framework Inspired by Dorsal Stream for Event Signal Processing
12. ICML 2025Deep Streaming View Clustering
13. ICML 2025SEAD: Unsupervised Ensemble of Streaming Anomaly Detectors
14. ICML 2025SHE: Streaming-media Hashing Retrieval
15. ICML 2024DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving
16. ICML 2024Fast Co-Training under Weak Dependence via Stream-Based Active Learning
17. ICML 2024Fast White-Box Adversarial Streaming Without a Random Oracle
18. ICML 2024High-Dimensional Geometric Streaming for Nearly Low Rank Data
19. ICML 2024Learning from Streaming Data when Users Choose
20. ICML 2024Online Isolation Forest
21. ICML 2023Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
22. ICML 2023Online Local Differential Private Quantile Inference via Self-normalization
23. ICML 2023Streaming Active Learning with Deep Neural Networks
24. ICML 2023Streaming Submodular Maximization with Differential Privacy

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.