占用预测论文趋势 2023–2026
BEV 占用
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 298 篇被归入该主题的论文。
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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 10 | 6 | 12 | 16 | 44 |
| 2024 | 20 | 8 | 27 | 15 | 70 |
| 2025 | 28 | 18 | 19 | 16 | 81 |
| 2026 | 47 | 14 | 23 | 19 | 103 |
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 298 篇，第 5 / 6 页
- ICLR 2024Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction
- ICLR 2024Neural Common Neighbor with Completion for Link Prediction
- ICLR 2024PAC Prediction Sets Under Label Shift
- ICLR 2024Prediction Error-based Classification for Class-Incremental Learning
- ICLR 2024Protein Multimer Structure Prediction via Prompt Learning
- ICLR 2024Provably Robust Conformal Prediction with Improved Efficiency
- ICLR 2024Revisiting Link Prediction: a data perspective
- ICML 2024A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction
- ICML 2024Allocation Requires Prediction Only if Inequality Is Low
- ICML 2024Auditing Private Prediction
- ICML 2024Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process
- ICML 2024Beyond the Norms: Detecting Prediction Errors in Regression Models
- ICML 2024Certifiably Byzantine-Robust Federated Conformal Prediction
- ICML 2024Conformal Prediction for Deep Classifier via Label Ranking
- ICML 2024Conformal Prediction with Learned Features
- ICML 2024Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources
- ICML 2024Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective
- ICML 2024Encodings for Prediction-based Neural Architecture Search
- ICML 2024Equivariant Diffusion for Crystal Structure Prediction
- ICML 2024HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction
- ICML 2024Improving Antibody Humanness Prediction using Patent Data
- ICML 2024Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks?
- ICML 2024MS-TIP: Imputation Aware Pedestrian Trajectory Prediction
- ICML 2024Multimodal Prototyping for cancer survival prediction
- ICML 2024Offline Imitation from Observation via Primal Wasserstein State Occupancy Matching
- ICML 2024Optimal Ridge Regularization for Out-of-Distribution Prediction
- ICML 2024Performative Prediction with Bandit Feedback: Learning through Reparameterization
- ICML 2024Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg
- ICML 2024Private Truly-Everlasting Robust-Prediction
- ICML 2024Robust Yet Efficient Conformal Prediction Sets
- ICML 2024Spike Distance Function as a Learning Objective for Spike Prediction
- ICML 2024The Pitfalls of Next-Token Prediction
- ICML 2024The Relative Value of Prediction in Algorithmic Decision Making
- ICML 2024Unveiling the Potential of AI for Nanomaterial Morphology Prediction
- NeurIPS 2024AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction
- NeurIPS 2024Boosted Conformal Prediction Intervals
- NeurIPS 2024Context and Geometry Aware Voxel Transformer for Semantic Scene Completion
- NeurIPS 2024Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions
- NeurIPS 2024DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction
- NeurIPS 2024Distributionally Robust Performative Prediction
- NeurIPS 2024Fractal Patterns May Illuminate the Success of Next-Token Prediction
- NeurIPS 2024GeoPlant: Spatial Plant Species Prediction Dataset
- NeurIPS 2024Improving Temporal Link Prediction via Temporal Walk Matrix Projection
- NeurIPS 2024Large language model validity via enhanced conformal prediction methods
- NeurIPS 2024Map It Anywhere: Empowering BEV Map Prediction using Large-scale Public Datasets
- NeurIPS 2024Non-asymptotic Convergence of Training Transformers for Next-token Prediction
- NeurIPS 2024OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
- NeurIPS 2024OPUS: Occupancy Prediction Using a Sparse Set
- NeurIPS 2024Pure Message Passing Can Estimate Common Neighbor for Link Prediction
- NeurIPS 2024RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查占用预测在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "occupancy-prediction"}
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。