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 2 / 4 页
- CVPR 2026Seeing Through Touch Tactile-Driven Visual Localization of Material Regions
- CVPR 2026Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score
- CVPR 2026SparseSplat Towards Applicable Feed-Forward 3D Gaussian Splatting with Pixel-Unaligned Prediction
- CVPR 2026STRNet Visual Navigation with Spatio-Temporal Representation through Dynamic Graph Aggregation
- CVPR 2026SurgCoT Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought
- CVPR 2026Thermal Diffusion Matters Infrared Spatial-Temporal Video Super-Resolution through Heat Conduction
- CVPR 2026Through the Frequency Lens Cross-Domain Generalisable Gaze Estimation with Adaptive
- CVPR 2026TokenGS Decoupling 3D Gaussian Prediction from Pixels with Learnable Tokens
- CVPR 2026Tracking through Severe Occlusion via Event-Derived Transient Cues
- CVPR 2026UniComp Rethinking Video Compression Through Informational Uniqueness
- CVPR 2026Unleashing the Power of Chain-of-Prediction for Monocular 3D Object Detection
- CVPR 2026Video-CoE Reinforcing Video Event Prediction via Chain of Events
- CVPR 2026VIRD View-Invariant Representation through Dual-Axis Transformation for Cross-View Pose Estimation
- CVPR 2026W2W Language-Model-Based Trajectory Prediction with Reinforcement Learning
- CVPR 2026Wave-Former Through-Occlusion 3D Reconstruction via Wireless Shape Completion
- CVPR 2026When Do Models Actually Decide Mapping the Layer-Wise Decision Timeline
- CVPR 2026YieldSAT A Multimodal Benchmark Dataset for High-Resolution Crop Yield Prediction
- CVPR 2025ActiveGAMER: Active GAussian Mapping through Efficient Rendering
- CVPR 2025Adapting to Observation Length of Trajectory Prediction via Contrastive Learning
- CVPR 2025Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers
- CVPR 2025ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency
- CVPR 2025BLADE: Single-view Body Mesh Estimation through Accurate Depth Estimation
- CVPR 2025Boosting Adversarial Transferability through Augmentation in Hypothesis Space
- CVPR 2025CASP: Consistency-aware Audio-induced Saliency Prediction Model for Omnidirectional Video
- CVPR 2025Certified Human Trajectory Prediction
- CVPR 2025CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices
- CVPR 2025Detecting Out-of-Distribution Through the Lens of Neural Collapse
- CVPR 2025Distilled Prompt Learning for Incomplete Multimodal Survival Prediction
- CVPR 2025Dynamic Content Prediction with Motion-aware Priors for Blind Face Video Restoration
- CVPR 2025Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement
- CVPR 2025Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways
- CVPR 2025Few-shot Personalized Scanpath Prediction
- CVPR 2025FIction: 4D Future Interaction Prediction from Video
- CVPR 2025Frequency Dynamic Convolution for Dense Image Prediction
- CVPR 2025GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting
- CVPR 2025Generating Multimodal Driving Scenes via Next-Scene Prediction
- CVPR 2025Improve Representation for Imbalanced Regression through Geometric Constraints
- CVPR 2025Improved Monocular Depth Prediction Using Distance Transform Over Pre-semantic Contours with Self-supervised Neural Networks
- CVPR 2025Learning Visual Composition through Improved Semantic Guidance
- CVPR 2025Leveraging SD Map to Augment HD Map-based Trajectory Prediction
- CVPR 2025Matrix3D: Large Photogrammetry Model All-in-One
- CVPR 2025Mesh Mamba: A Unified State Space Model for Saliency Prediction in Non-Textured and Textured Meshes
- CVPR 2025Multiple Object Tracking as ID Prediction
- CVPR 2025NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training
- CVPR 2025OccMamba: Semantic Occupancy Prediction with State Space Models
- CVPR 2025PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors
- CVPR 2025Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment
- CVPR 2025PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection
- CVPR 2025ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning
- CVPR 2025Relative Pose Estimation through Affine Corrections of Monocular Depth Priors
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。