多任务排序论文趋势 2023–2026

多目标排序

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,440 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

多任务排序论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202356585583252
20241103867100315
2025144758094393
202617579107119480

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

全部多任务排序论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 1,440 篇，第 18 / 29 页

  1. NeurIPS 2025RAM-W600: A Multi-Task Wrist Dataset and Benchmark for Rheumatoid Arthritis
  2. NeurIPS 2025ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model
  3. NeurIPS 2025RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language Models
  4. NeurIPS 2025RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness
  5. NeurIPS 2025Scalable In-context Ranking with Generative Models
  6. NeurIPS 2025Seeing through Uncertainty: Robust Task-Oriented Optimization in Visual Navigation
  7. NeurIPS 2025Self-Calibrating BCIs: Ranking and Recovery of Mental Targets Without Labels
  8. NeurIPS 2025Shape-Informed Clustering of Multi-Dimensional Functional Data via Deep Functional Autoencoders
  9. NeurIPS 2025SMARTraj$^2$: A Stable Multi-City Adaptive Method for Multi-View Spatio-Temporal Trajectory Representation Learning
  10. NeurIPS 2025STAR: Spatial-Temporal Tracklet Matching for Multi-Object Tracking
  11. NeurIPS 2025Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
  12. NeurIPS 2025Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders
  13. NeurIPS 2025The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets
  14. NeurIPS 2025Thompson Sampling for Multi-Objective Linear Contextual Bandit
  15. NeurIPS 2025Towards a Pairwise Ranking Model with Orderliness and Monotonicity for Label Enhancement
  16. NeurIPS 2025Towards Generalizable Multi-Policy Optimization with Self-Evolution for Job Scheduling
  17. NeurIPS 2025Towards Minimizing Feature Drift in Model Merging: Layer-wise Task Vector Fusion for Adaptive Knowledge Integration
  18. NeurIPS 2025Transductive Conformal Inference for Full Ranking
  19. NeurIPS 2025TS-MOF: Two-Stage Multi-Objective Fine-tuning for Long-Tailed Recognition
  20. NeurIPS 2025Unbiased Prototype Consistency Learning for Multi-Modal and Multi-Task Object Re-Identification
  21. NeurIPS 2025Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition
  22. NeurIPS 2025What Does It Take to Build a Performant Selective Classifier?
  23. NeurIPS 2025Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
  24. CVPR 20242S-UDF: A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view Images
  25. CVPR 20243D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions
  26. CVPR 2024A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning
  27. CVPR 2024Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features
  28. CVPR 2024ADA-Track: End-to-End Multi-Camera 3D Multi-Object Tracking with Alternating Detection and Association
  29. CVPR 2024Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching
  30. CVPR 2024Advancing Saliency Ranking with Human Fixations: Dataset Models and Benchmarks
  31. CVPR 2024AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings
  32. CVPR 2024AssistGUI: Task-Oriented PC Graphical User Interface Automation
  33. CVPR 2024Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing
  34. CVPR 2024Category-Level Multi-Part Multi-Joint 3D Shape Assembly
  35. CVPR 2024Class Incremental Learning with Multi-Teacher Distillation
  36. CVPR 2024CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow
  37. CVPR 2024ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion
  38. CVPR 2024ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion
  39. CVPR 2024Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking
  40. CVPR 2024CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing
  41. CVPR 2024CrowdDiff: Multi-hypothesis Crowd Density Estimation using Diffusion Models
  42. CVPR 2024DeconfuseTrack: Dealing with Confusion for Multi-Object Tracking
  43. CVPR 2024DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data
  44. CVPR 2024DiffusionRegPose: Enhancing Multi-Person Pose Estimation using a Diffusion-Based End-to-End Regression Approach
  45. CVPR 2024Domain Separation Graph Neural Networks for Saliency Object Ranking
  46. CVPR 2024Dual DETRs for Multi-Label Temporal Action Detection
  47. CVPR 2024Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
  48. CVPR 2024EFHQ: Multi-purpose ExtremePose-Face-HQ dataset
  49. CVPR 2024EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI
  50. CVPR 2024Error Detection in Egocentric Procedural Task Videos

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 查多任务排序在 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": "multi-task-ranking"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇多任务排序论文？
共 1,440 篇，按年份分别是 2023 年 252 篇、2024 年 315 篇、2025 年 393 篇、2026 年 480 篇。
NeurIPS 2026 有多少篇多任务排序论文？
NeurIPS 2026 有 175 篇多任务排序论文，上一届是 144 篇。
ICLR 2026 有多少篇多任务排序论文？
ICLR 2026 有 79 篇多任务排序论文，上一届是 75 篇。
ICML 2026 有多少篇多任务排序论文？
ICML 2026 有 107 篇多任务排序论文，上一届是 80 篇。
CVPR 2026 有多少篇多任务排序论文？
CVPR 2026 有 119 篇多任务排序论文，上一届是 94 篇。
哪个会议的多任务排序论文最多？
NeurIPS，2023–2026 年共 485 篇。

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