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

35 papers, page 1 of 1

1. NeurIPS 2026Dynamics of the Transformer Residual Stream: Coupling Spectral Geometry to Network Topology
2. NeurIPS 2026FrameVGGT: Coherence-Preserving Memory for Bounded Streaming Geometry
3. NeurIPS 2026GHOST: Geometry-Hierarchical Online Streaming Token Eviction for Efficient 3D Reconstruction
4. NeurIPS 2026HIST3R: Rectified State Decomposition from History for Streaming 3D Reconstruction
5. NeurIPS 2026IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer
6. NeurIPS 2026Inference and Uncertainty Quantification for Streaming $r$-PCA
7. NeurIPS 2026MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound
8. NeurIPS 2026Online Directional Regression for Streaming Sufficient Dimension Reduction
9. NeurIPS 2026PF-SGS: Pose-Free Streaming 3D Gaussian Splatting for Large-Scale Scene Reconstruction
10. NeurIPS 2026QueryStop: Dynamic Stop Signals for Efficient Streaming Inference
11. NeurIPS 2026SoccerNarrate: Event-Grounded Streaming Soccer Commentary with Macro-Window Preference Alignment
12. NeurIPS 2026Stable3R: Streaming 3D Reconstruction with Stable Geometric References
13. NeurIPS 2026Streaming Interventions: Can Video LLMs Correct Mistakes as They Occur?
14. NeurIPS 2026StreamPhy: Streaming Inference of High-Dimensional Physical Dynamics via State Space Models
15. NeurIPS 2026What Should a Streaming Video Model Remember?
16. NeurIPS 2025Conformal Online Learning of Deep Koopman Linear Embeddings
17. NeurIPS 2025EA3D: Online Open-World 3D Object Extraction from Streaming Videos
18. NeurIPS 2025Learning-Augmented Streaming Algorithms for Correlation Clustering
19. NeurIPS 2025Low Precision Streaming PCA
20. NeurIPS 2025Online Functional Tensor Decomposition via Continual Learning for Streaming Data Completion
21. NeurIPS 2025Point3R: Streaming 3D Reconstruction with Explicit Spatial Pointer Memory
22. NeurIPS 2025StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
23. NeurIPS 2025Streaming Stochastic Submodular Maximization with On-Demand User Requests
24. NeurIPS 2024Approximating the Top Eigenvector in Random Order Streams
25. NeurIPS 2024Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
26. NeurIPS 2024Oja's Algorithm for Streaming Sparse PCA
27. NeurIPS 2024QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videos
28. NeurIPS 2024Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data
29. NeurIPS 2024StreamBench: Towards Benchmarking Continuous Improvement of Language Agents
30. NeurIPS 2024Streaming Bayes GFlowNets
31. NeurIPS 2023Hierarchical VAEs provide a normative account of motion processing in the primate brain
32. NeurIPS 2023Online robust non-stationary estimation
33. NeurIPS 2023Single-Pass Pivot Algorithm for Correlation Clustering. Keep it simple!
34. NeurIPS 2023Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming
35. NeurIPS 2023Streaming PCA for Markovian Data

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.