点击率预测论文趋势 2023–2026
CTR 模型
统计范围:NeurIPS、ICLR、ICML、CVPR 四个会议,2023–2026 年,共 940 篇被归入该主题的论文。
主要结论
- 点击率预测论文从 2023 年的 124 篇增长到 2026 年的 319 篇,三年间扩大到约 2.6 倍。
- NeurIPS 是发点击率预测论文最多的会议,2023–2026 年共 344 篇,占四个会议总量的 37%。
- 交叉方向里涨得最快的是多模态大模型:同时属于两个主题的论文从 2023 年的 1 篇增至 2026 年的 26 篇。
- 在「推荐与广告」的 5 个主题里,它的 2026 年论文数排第 2;同组增长最快的因果推荐是 2.3 倍,点击率预测是 2.6 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 36 | 20 | 32 | 36 | 124 |
| 2024 | 85 | 33 | 77 | 31 | 226 |
| 2025 | 105 | 57 | 65 | 44 | 271 |
| 2026 | 118 | 56 | 77 | 68 | 319 |
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 Comprehensive View of Fairness through Distributional Stability
- ICML 2026A Penalty Approach For Differentiation Through Black-box Quadratic Programming Solvers
- ICLR 2026Adjusting Prediction Model Through Wasserstein Geodesic for Causal Inference
- CVPR 2026DepthFocus Controllable Depth Estimation for See-Through Scenes
- NeurIPS 2025Accident Anticipation via Temporal Occurrence Prediction
- ICML 2025Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
- ICLR 2025Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence
- CVPR 2025Adapting to Observation Length of Trajectory Prediction via Contrastive Learning
- NeurIPS 2024[Re] Reproducibility Study of “Explaining Temporal Graph Models Through an Explorer-Navigator Framework"
- ICML 2024Auditing Private Prediction
- ICLR 2024Domain constraints improve risk prediction when outcome data is missing
- CVPR 2024Enhancing Post-training Quantization Calibration through Contrastive Learning
- NeurIPS 2023Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices
- ICML 2023Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
- ICLR 2023Agree to Disagree: Diversity through Disagreement for Better Transferability
- CVPR 2023Computational Flash Photography Through Intrinsics
- NeurIPS 2026A Kernel Nonconformity Score for Multivariate Conformal Prediction
- ICML 2026Addressing Instrument-Outcome Confounding in Mendelian Randomization through Representation Learning
- ICLR 2026Beyond Uniformity: Regularizing Implicit Neural Representations through a Lipschitz Lens
- CVPR 2026Detect Anything via Next Point Prediction
全部点击率预测论文
共 178 篇,第 3 / 4 页
- CVPR 2025Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction
- CVPR 2025Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder
- CVPR 2025SDGOCC: Semantic and Depth-Guided Bird's-Eye View Transformation for 3D Multimodal Occupancy Prediction
- CVPR 2025SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations
- CVPR 2025SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction
- CVPR 2025SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models
- CVPR 2025SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity
- CVPR 2025Test-time Augmentation Improves Efficiency in Conformal Prediction
- CVPR 2025Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights
- CVPR 2025Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks
- CVPR 2025Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter
- CVPR 20243D Facial Expressions through Analysis-by-Neural-Synthesis
- CVPR 2024Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features
- CVPR 2024Adapting to Length Shift: FlexiLength Network for Trajectory Prediction
- CVPR 2024Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation
- CVPR 2024Beyond Average: Individualized Visual Scanpath Prediction
- CVPR 2024Cache Me if You Can: Accelerating Diffusion Models through Block Caching
- CVPR 2024Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction
- CVPR 2024CDFormer: When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution
- CVPR 2024Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack
- CVPR 2024Enhancing Post-training Quantization Calibration through Contrastive Learning
- CVPR 2024Exploiting Diffusion Prior for Generalizable Dense Prediction
- CVPR 2024ExtDM: Distribution Extrapolation Diffusion Model for Video Prediction
- CVPR 2024HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention
- CVPR 2024Human Motion Prediction Under Unexpected Perturbation
- CVPR 2024Improving Image Restoration through Removing Degradations in Textual Representations
- CVPR 2024Learning Group Activity Features Through Person Attribute Prediction
- CVPR 2024MarkovGen: Structured Prediction for Efficient Text-to-Image Generation
- CVPR 2024MoST: Multi-Modality Scene Tokenization for Motion Prediction
- CVPR 2024Navigate Beyond Shortcuts: Debiased Learning Through the Lens of Neural Collapse
- CVPR 2024Object Recognition as Next Token Prediction
- CVPR 2024Pose-Transformed Equivariant Network for 3D Point Trajectory Prediction
- CVPR 2024PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
- CVPR 2024RepAn: Enhanced Annealing through Re-parameterization
- CVPR 2024Rethinking Human Motion Prediction with Symplectic Integral
- CVPR 2024Robust Image Denoising through Adversarial Frequency Mixup
- CVPR 2024Seeing the World through Your Eyes
- CVPR 2024ShapeWalk: Compositional Shape Editing Through Language-Guided Chains
- CVPR 2024SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction
- CVPR 2024Traffic Scene Parsing through the TSP6K Dataset
- CVPR 2024Vlogger: Make Your Dream A Vlog
- CVPR 2024WaveMo: Learning Wavefront Modulations to See Through Scattering
- CVPR 2023Backdoor Cleansing With Unlabeled Data
- CVPR 2023Computational Flash Photography Through Intrinsics
- CVPR 2023DeFeeNet: Consecutive 3D Human Motion Prediction With Deviation Feedback
- CVPR 2023DejaVu: Conditional Regenerative Learning To Enhance Dense Prediction
- CVPR 2023Distribution Shift Inversion for Out-of-Distribution Prediction
- CVPR 2023Diverse 3D Hand Gesture Prediction From Body Dynamics by Bilateral Hand Disentanglement
- CVPR 2023DPF: Learning Dense Prediction Fields With Weak Supervision
- CVPR 2023DualRefine: Self-Supervised Depth and Pose Estimation Through Iterative Epipolar Sampling and Refinement Toward Equilibrium
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 查点击率预测在 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": "click-through-prediction"}
常见问题
- 2023–2026 年四大会议一共有多少篇点击率预测论文?
- 共 940 篇,按年份分别是 2023 年 124 篇、2024 年 226 篇、2025 年 271 篇、2026 年 319 篇。
- NeurIPS 2026 有多少篇点击率预测论文?
- NeurIPS 2026 有 118 篇点击率预测论文,上一届是 105 篇。
- ICLR 2026 有多少篇点击率预测论文?
- ICLR 2026 有 56 篇点击率预测论文,上一届是 57 篇。
- ICML 2026 有多少篇点击率预测论文?
- ICML 2026 有 77 篇点击率预测论文,上一届是 65 篇。
- CVPR 2026 有多少篇点击率预测论文?
- CVPR 2026 有 68 篇点击率预测论文,上一届是 44 篇。
- 哪个会议的点击率预测论文最多?
- NeurIPS,2023–2026 年共 344 篇。