多任务排序论文趋势 2023–2026

主要结论

• 多任务排序论文从 2023 年的 252 篇增长到 2026 年的 480 篇，三年间扩大到约 1.9 倍。
• NeurIPS 是发多任务排序论文最多的会议，2023–2026 年共 485 篇，占四个会议总量的 34%。
• 交叉方向里涨得最快的是AI 智能体：同时属于两个主题的论文从 2023 年的 8 篇增至 2026 年的 52 篇。
• 在「推荐与广告」的 5 个主题里，它的 2026 年论文数排第 1；同组增长最快的点击率预测是 2.6 倍，多任务排序是 1.9 倍。

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 Mahalanobis Margin \texorpdfstring{$\gamma_{\min}$}{gamma\_min} Bound on Task Confusion in Pretrained Class-Incremental Learning: From Infeasibility to Exponential Attenuation
• ICML 2026Adaptive Personalized Federated Learning via Multi-task Averaging of Kernel Mean Embeddings
• ICLR 2026Automatic Stage Lighting Control: Is it a Rule-Driven Process or Generative Task?
• CVPR 2026A Supervised Multi-task Framework for Joint cryo-ET Restoration Enabled by
• NeurIPS 2025A High-Dimensional Statistical Method for Optimizing Transfer Quantities in Multi-Source Transfer Learning
• ICML 2025ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning
• ICLR 2025Balanced Ranking with Relative Centrality: A multi-core periphery perspective
• CVPR 2025ACAttack: Adaptive Cross Attacking RGB-T Tracker via Multi-Modal Response Decoupling
• NeurIPS 2024CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding
• ICML 2024Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning
• ICLR 2024Order-Preserving GFlowNets
• CVPR 2024Domain Separation Graph Neural Networks for Saliency Object Ranking
• NeurIPS 2023AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
• ICML 2023Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information
• ICLR 2023An Extensible Multi-modal Multi-task Object Dataset with Materials
• CVPR 2023AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation
• NeurIPS 2026A Scalable Multi-Task Model for Virtual Sensors
• ICML 2026Alleviating Observation Bias via Causal-Invariant Meta-Learning for Unbalanced Incomplete Multi-view Clustering
• ICLR 2026Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature
• CVPR 2026Block-Sparse Global Attention for Efficient Multi-View Geometry Transformers

全部多任务排序论文

共 119 篇，第 1 / 3 页

1. CVPR 20263D-Aware Multi-Task Learning with Cross-View Correlations for Dense Scene Understanding
2. CVPR 2026A Sanity Check for Multi-In-Domain Face Forgery Detection in the
3. CVPR 2026A Supervised Multi-task Framework for Joint cryo-ET Restoration Enabled by
4. CVPR 2026Adaptive Anisotropic Gaussian Splatting for Multi-contrast MRI Arbitrary-Scale Super-Resolution with
5. CVPR 2026ALLNet Multi-task Dense Prediction for Degraded Images
6. CVPR 2026Anti-Degradation Lifelong Multi-View Clustering
7. CVPR 2026Any Resolution Any Geometry From Multi-View To Multi-Patch
8. CVPR 2026Block-Sparse Global Attention for Efficient Multi-View Geometry Transformers
9. CVPR 2026Bootstrapping Multi-view Learning for Test-time Noisy Correspondence
10. CVPR 2026Breaking the Scalability Limit of Multi-Projector Calibration with Embedded Cameras
11. CVPR 2026BrepGaussian CAD reconstruction from Multi-View Images with Gaussian Splatting
12. CVPR 2026BriMA Bridged Modality Adaptation for Multi-Modal Continual Action Quality Assessment
13. CVPR 2026CineBrain A Large-Scale Multi-Modal Audiovisual Brain Dataset for Brain-Conditioned Video
14. CVPR 2026Cluster-aware Anchor Learning for Multi-View Clustering
15. CVPR 2026Conan Progressive Learning to Reason Like a Detective over Multi-Scale
16. CVPR 2026CURE Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation
17. CVPR 2026Customized Fusion A Closed-Loop Dynamic Network for Adaptive Multi-Task-Aware Infrared-Visible
18. CVPR 2026CustomTex High-fidelity Indoor Scene Texturing via Multi-Reference Customization
19. CVPR 2026Deciphering Genotype-Phenotype Mechanisms from High-Content Profiling via Knowledge-Guided Multi-modal Graph
20. CVPR 2026Discovering Adaptive Task Dependencies for Efficient Multi-Task Representation Compression
21. CVPR 2026DRAMA Next-Gen Dynamic Orchestration for Resilient Multi-Agent Ecosystems in Flux
22. CVPR 2026Dual-level Adaptation for Multi-Object Tracking Building Test-Time Calibration from Experience
23. CVPR 2026Dual-Prototype-Guided Multi-task Learning for Unsupervised Anomaly Detection and Classification
24. CVPR 2026DyaDiT A Multi-Modal Diffusion Transformer for Socially Favorable Dyadic Gesture
25. CVPR 2026Event-Based Motion Deblurring Using Task-Oriented 3D Gaussian Event Representations
26. CVPR 2026EXOTIC External Vision-driven Incomplete Multi-view Classification
27. CVPR 2026FAAR Efficient Frequency-Aware Multi-Task Fine-Tuning via Automatic Rank Selection
28. CVPR 2026FedHarmony Harmonizing Heterogeneous Label Correlations in Federated Multi-Label Learning
29. CVPR 2026Few-Shot Hybrid Incremental LearningContinually Learning under Data Scarcity and Task
30. CVPR 2026FloVerse Floor Plan-Guided Multi-Modal Navigation
31. CVPR 2026Frequency Switching Mechanism for Parameter-Efficient Multi-Task Learning
32. CVPR 2026Garments2Look A Multi-Reference Dataset for High-Fidelity Outfit-Level Virtual Try-On with
33. CVPR 2026GMT Effective Global Framework for Multi-Camera Multi-Target Tracking
34. CVPR 2026Hier-COS Making Deep Features Hierarchy-aware via Composition of Orthogonal Subspaces
35. CVPR 2026InstructMix2Mix Consistent Sparse-View Editing Through Multi-View Model Personalization
36. CVPR 2026InvCoSS Inversion-driven Continual Self-supervised Learning in Medical Multi-modal Image Pre-training
37. CVPR 2026Keep It Frozen Domain-Routed Conditional Residual Modulation for Multi-Domain Vision
38. CVPR 2026KVSmooth Mitigating Hallucination in Multi-modal Large Language Models through Key-Value
39. CVPR 2026Label-Free Cross-Task LoRA Merging with Null-Space Compression
40. CVPR 2026LaRP Efficient Multi-View Inpainting with Latent Reprojection Priors
41. CVPR 2026Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images
42. CVPR 2026Learning Anchor in Dual Orthogonal Space for Fast Multi-view Clustering
43. CVPR 2026Learning What Helps Task-Aligned Context Selection for Vision Tasks
44. CVPR 2026LUMINA A Multi-Vendor Mammography Benchmark with Energy Harmonization Protocol
45. CVPR 2026Machine Unlearning via Adaptive Gradient Reweighting and Multi-stage Objective Optimization
46. CVPR 2026MakeAnything Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation
47. CVPR 2026Mamba Learns in Context Structure-Aware Domain Generalization for Multi-Task Point
48. CVPR 2026MAMMA Markerless Accurate Multi-person Motion Acquisition
49. CVPR 2026MANSION Multi-floor lANguage-to-3D Scene generatIOn for loNg-horizon tasks
50. CVPR 2026MCHDoc A Comprehensive Benchmark for Reading Multi-Carrier Chinese Historical Documents

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。