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 105 篇,第 1 / 3 页
- NeurIPS 2026A Kernel Nonconformity Score for Multivariate Conformal Prediction
- NeurIPS 2026AdaOcc: Adaptive 3D Occupancy Prediction for Embodied Tasks
- NeurIPS 2026ASO Atlas 2.0: Evaluating antisense oligonucleotide prediction across the preclinical pipeline
- NeurIPS 2026Beyond Local Neighborhoods: Fractional Diffusion with Levy Flights on Simplicial Complexes for Link Prediction
- NeurIPS 2026Clustered Randomized Smoothing for Stochastic Prediction Functions
- NeurIPS 2026Coherent Routing in Decision Trees: Phase-Interference Learning for Interpretable Tabular Prediction
- NeurIPS 2026Competing Event Models: Next Event Prediction Under Interventions
- NeurIPS 2026Concorde: Geometry-Aware Link Prediction via Decoupled Energy Minimization
- NeurIPS 2026Conformal Prediction for Distribution-to-Distribution Regression
- NeurIPS 2026CS-DICE: Offline Reinforcement Learning with Coherent Occupancy Regularization
- NeurIPS 2026CytoWave: Perturbation-Centric Pretraining for Single-Cell Response Prediction
- NeurIPS 2026Decision-Focused Learning in MDPs: An Occupancy Measure Approach
- NeurIPS 2026DSSNet: Deep Spectral Structure Profiling Network for Traffic Flow Prediction
- NeurIPS 2026Early Prediction of Future Behavioral Strategy from Process Traces
- NeurIPS 2026EP-Flow: Disordered Crystal Structure Prediction without Site-level Annotation
- NeurIPS 2026Extending ROC Analysis to Uncertainty-Aware Risk Prediction with an Interval-Based AUC (iAUC)
- NeurIPS 2026Fast Organic Crystal Structure Prediction with Unit Cell Flow Matching
- NeurIPS 2026Fast-Slow Evolutionary Occupancy Prediction via Controlled Dynamics
- NeurIPS 2026FedCF: Fair Federated Conformal Prediction
- NeurIPS 2026Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG
- NeurIPS 2026GLACIER: Rethinking Mass Spectrum Prediction as an Object Detection Problem
- NeurIPS 2026How You Move Tells What You'll Do: Trajectory-Conditioned Egocentric Prediction
- NeurIPS 2026Mutual Predictability Decomposition: Learning Interpretable Cross-Set Structure via Bi-Directional Prediction
- NeurIPS 2026Next-Latent Prediction Transformers Learn Compact World Models
- NeurIPS 2026OccStress: Stress-Testing the 4D Occupancy Forecasting Chain
- NeurIPS 2026Occupancy-based Quantile Risk Control
- NeurIPS 2026Partially Performative Prediction
- NeurIPS 2026Pathway-Aligned Regulator Tokens for Interpretable Spatial Gene Expression Prediction from Histologyatial Transcriptomics Prediction from Histology
- NeurIPS 2026PepDDG: Peptide–Protein Binding ΔΔ𝐺 Prediction via Information Channel Decomposition
- NeurIPS 2026Persuasive Prediction via Decision Calibration
- NeurIPS 2026Prediction-Augmented Trees for Reliable Statistical Inference
- NeurIPS 2026Prediction-Powered Active Testing
- NeurIPS 2026Quantitative Assessment of Crystal Structure Prediction
- NeurIPS 2026Rank Is Not Capacity: Spectral Occupancy for Latent Graph Models
- NeurIPS 2026Reinforced Fast Weights via Next-Sequence Prediction
- NeurIPS 2026RESBev: Making BEV Perception More Robust
- NeurIPS 2026Risk Horizons: Structured Hypothesis Spaces for Longitudinal Clinical Prediction
- NeurIPS 2026Robust Conditional Conformal Prediction via Branched Normalizing Flow
- NeurIPS 2026SolvMix: Learning Formulation-State Landscapes for Liquid Electrolyte Conductivity Prediction
- NeurIPS 2026SPHERE-JEPA: Spherical Prediction with Homogeneous Embeddings
- NeurIPS 2026Stochastic Grouping Conformal Prediction for Effective Subgroup Reliability
- NeurIPS 2026Structure-Prompted Multimodal Protein Language Model for Preference-Aligned Fitness Prediction
- NeurIPS 2026Support Mismatch as a Benchmark Failure Mode for In-Context Prediction
- NeurIPS 2026The State-Prediction Separation Hypothesis
- NeurIPS 2026Towards Scalable Context-Aware Single-Cell Spatial Transcriptomics Prediction from Histology Images
- NeurIPS 2026What kills $v$-prediction? A Patch-wise PCA Perspective on Pixel-Space Flow Matching
- NeurIPS 2026When do Prophets Profit in Prediction Markets?
- NeurIPS 2025Accident Anticipation via Temporal Occurrence Prediction
- NeurIPS 2025Anytime-valid, Bayes-assisted, Prediction-Powered Inference
- NeurIPS 2025Backward Conformal Prediction
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。