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

41 papers, page 1 of 1

1. CVPR 20263D Gaussian Splatting from Unposed Spike Stream
2. CVPR 2026Accelerating Streaming Video Large Language Models via Hierarchical Token Compression
3. CVPR 2026Color When It Counts Grayscale-Guided Online Triggering for Always-On Streaming
4. CVPR 2026DetAny4D Detect Anything 4D Temporally in a Streaming RGB Video
5. CVPR 2026Dynamic Momentum Recalibration in Online Gradient Learning
6. CVPR 2026Event Stream Filtering via Probability Flux Estimation
7. CVPR 2026LASER Layer-wise Scale Alignment for Training-Free Streaming 4D Reconstruction
8. CVPR 2026Learning to See through Illumination Extremes with Event Streaming in
9. CVPR 2026LongStream Long-Sequence Streaming Autoregressive Visual Geometry
10. CVPR 2026STAC Plug-and-Play Spatio-Temporal Aware Cache Compression for Streaming 3D Reconstruction
11. CVPR 2026Streaming Video Instruction Tuning
12. CVPR 2026StreamingTOM Streaming Token Compression for Efficient Video Understanding
13. CVPR 2026StreamVLO Streaming Visual-LiDAR Odometry with Cumulative Drift Compensation
14. CVPR 2026Towards Streaming Referring Video Segmentation via Large Language Model
15. CVPR 2026WeaveTime Streaming from Earlier Frames into Emergent Memory in VideoLLMs
16. ICLR 2026Near-Optimal Online Deployment and Routing for Streaming LLMs
17. ICML 2026Estimating Correlation Clustering Cost in Node-Arrival Stream
18. ICML 2026Incremental Transformer Neural Processes
19. ICML 2026Intentional Updates for Streaming Reinforcement Learning
20. ICML 2026NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels
21. ICML 2026Online Learning with Recency: Algorithms for Sliding-window Streaming Multi-armed Bandits
22. ICML 2026ProactiveLLM: Learning Active Interaction for Streaming Large Language Models
23. ICML 2026SFedPO: Streaming Federated Learning with a Prediction Oracle under Temporal Shifts
24. ICML 2026Squeezing More from the Stream : Learning Representation Online for Streaming Reinforcement Learning
25. ICML 2026Streaming Covariate Balancing via Discrepancy-Based Feature Coresets
26. ICML 2026Streaming Sliced Optimal Transport
27. NeurIPS 2026Dynamics of the Transformer Residual Stream: Coupling Spectral Geometry to Network Topology
28. NeurIPS 2026FrameVGGT: Coherence-Preserving Memory for Bounded Streaming Geometry
29. NeurIPS 2026GHOST: Geometry-Hierarchical Online Streaming Token Eviction for Efficient 3D Reconstruction
30. NeurIPS 2026HIST3R: Rectified State Decomposition from History for Streaming 3D Reconstruction
31. NeurIPS 2026IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer
32. NeurIPS 2026Inference and Uncertainty Quantification for Streaming $r$-PCA
33. NeurIPS 2026MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound
34. NeurIPS 2026Online Directional Regression for Streaming Sufficient Dimension Reduction
35. NeurIPS 2026PF-SGS: Pose-Free Streaming 3D Gaussian Splatting for Large-Scale Scene Reconstruction
36. NeurIPS 2026QueryStop: Dynamic Stop Signals for Efficient Streaming Inference
37. NeurIPS 2026SoccerNarrate: Event-Grounded Streaming Soccer Commentary with Macro-Window Preference Alignment
38. NeurIPS 2026Stable3R: Streaming 3D Reconstruction with Stable Geometric References
39. NeurIPS 2026Streaming Interventions: Can Video LLMs Correct Mistakes as They Occur?
40. NeurIPS 2026StreamPhy: Streaming Inference of High-Dimensional Physical Dynamics via State Space Models
41. 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.