占用预测论文趋势 2023–2026

主要结论

• 占用预测论文从 2023 年的 44 篇增长到 2026 年的 103 篇，三年间扩大到约 2.3 倍。
• NeurIPS 是发占用预测论文最多的会议，2023–2026 年共 105 篇，占四个会议总量的 35%。
• 交叉方向里涨得最快的是强化学习：同时属于两个主题的论文从 2023 年的 1 篇增至 2026 年的 5 篇。
• 在「自动驾驶」的 5 个主题里，它的 2026 年论文数排第 2；同组增长最快的运动规划是 2.4 倍，占用预测是 2.3 倍。

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

• NeurIPS 2026A Kernel Nonconformity Score for Multivariate Conformal Prediction
• ICML 2026Asymmetric conformal prediction with penalized kernel sum-of-squares
• ICLR 2026Conformal Prediction for Long-Tailed Classification
• CVPR 2026An Instance-Centric Panoptic Occupancy Prediction Benchmark for Autonomous Driving
• NeurIPS 2025Accident Anticipation via Temporal Occurrence Prediction
• ICML 2025Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
• ICLR 2025Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence
• CVPR 20253D Occupancy Prediction with Low-Resolution Queries via Prototype-aware View Transformation
• NeurIPS 2024AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction
• ICML 2024Auditing Private Prediction
• ICLR 2024Revisiting Link Prediction: a data perspective
• CVPR 2024PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic Segmentation
• NeurIPS 2023Calibrating “Cheap Signals” in Peer Review without a Prior
• ICML 2023Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
• ICLR 2023Batch Multivalid Conformal Prediction
• CVPR 2023Diverse 3D Hand Gesture Prediction From Body Dynamics by Bilateral Hand Disentanglement
• NeurIPS 2026AdaOcc: Adaptive 3D Occupancy Prediction for Embodied Tasks
• ICML 2026Improving Backward Conformal Prediction via Non-Conformity Score Transformation
• ICLR 2026How Stable is the Next Token? A Geometric View of LLM Prediction Stability
• CVPR 2026Detect Anything via Next Point Prediction

全部占用预测论文

共 46 篇，第 1 / 1 页

1. ICLR 2026Conformal Prediction for Long-Tailed Classification
2. ICLR 2026Efficient Credal Prediction through Decalibration
3. ICLR 2026HistoPrism: Unlocking Functional Pathway Analysis from Pan-Cancer Histology via Gene Expression Prediction
4. ICLR 2026How Stable is the Next Token? A Geometric View of LLM Prediction Stability
5. ICLR 2026MoMa: A Simple Modular Learning Framework for Material Property Prediction
6. ICLR 2026Neural Optimal Transport Meets Multivariate Conformal Prediction
7. ICLR 2026Occupancy Reward Shaping: Improving Credit Assignment for Offline Goal-Conditioned Reinforcement Learning
8. ICLR 2026Progressive Gaussian Transformer with Anisotropy-aware Sampling for Open Vocabulary Occupancy Prediction
9. ICLR 2026Random Label Prediction Heads for Studying Memorization in Deep Neural Networks
10. ICLR 2026Revisiting Active Sequential Prediction-Powered Mean Estimation
11. ICLR 2026Revisting Node Affinity Prediction In Temporal Graphs
12. ICLR 2026Singleton-Optimized Conformal Prediction
13. ICLR 2026Synchronizing Probabilities in Model-Driven Lossless Compression
14. ICLR 2026World2Minecraft: Occupancy-Driven simulated scenes Construction
15. ICLR 2025Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
16. ICLR 2025Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence
17. ICLR 2025Beyond Next Token Prediction: Patch-Level Training for Large Language Models
18. ICLR 2025CBMA: Improving Conformal Prediction through Bayesian Model Averaging
19. ICLR 2025Conformal Structured Prediction
20. ICLR 2025CONTRA: Conformal Prediction Region via Normalizing Flow Transformation
21. ICLR 2025DEPfold: RNA Secondary Structure Prediction as Dependency Parsing.
22. ICLR 2025Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection
23. ICLR 2025Imputation for prediction: beware of diminishing returns.
24. ICLR 2025Kernel-based Optimally Weighted Conformal Time-Series Prediction
25. ICLR 2025Learning to Discover Regulatory Elements for Gene Expression Prediction
26. ICLR 2025Leave-One-Out Stable Conformal Prediction
27. ICLR 2025MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction
28. ICLR 2025OccProphet: Pushing the Efficiency Frontier of Camera-Only 4D Occupancy Forecasting with an Observer-Forecaster-Refiner Framework
29. ICLR 2025Probabilistic Conformal Prediction with Approximate Conditional Validity
30. ICLR 2025Robust Conformal Prediction with a Single Binary Certificate
31. ICLR 2025Streamlining Prediction in Bayesian Deep Learning
32. ICLR 2025TSC-Net: Prediction of Pedestrian Trajectories by Trajectory-Scene-Cell Classification
33. ICLR 2024Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
34. ICLR 2024Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction
35. ICLR 2024Neural Common Neighbor with Completion for Link Prediction
36. ICLR 2024PAC Prediction Sets Under Label Shift
37. ICLR 2024Prediction Error-based Classification for Class-Incremental Learning
38. ICLR 2024Protein Multimer Structure Prediction via Prompt Learning
39. ICLR 2024Provably Robust Conformal Prediction with Improved Efficiency
40. ICLR 2024Revisiting Link Prediction: a data perspective
41. ICLR 2023Batch Multivalid Conformal Prediction
42. ICLR 2023Don’t forget the nullspace! Nullspace occupancy as a mechanism for out of distribution failure
43. ICLR 2023Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction
44. ICLR 2023Link Prediction with Non-Contrastive Learning
45. ICLR 2023Predictive Inference with Feature Conformal Prediction
46. ICLR 2023Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions

常见问题

2023–2026 年四大会议一共有多少篇占用预测论文？

共 298 篇，按年份分别是 2023 年 44 篇、2024 年 70 篇、2025 年 81 篇、2026 年 103 篇。

NeurIPS 2026 有多少篇占用预测论文？

NeurIPS 2026 有 47 篇占用预测论文，上一届是 28 篇。

ICLR 2026 有多少篇占用预测论文？

ICLR 2026 有 14 篇占用预测论文，上一届是 18 篇。

ICML 2026 有多少篇占用预测论文？

ICML 2026 有 23 篇占用预测论文，上一届是 19 篇。

CVPR 2026 有多少篇占用预测论文？

CVPR 2026 有 19 篇占用预测论文，上一届是 16 篇。

哪个会议的占用预测论文最多？

NeurIPS，2023–2026 年共 105 篇。