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

15 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?

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.