多任务学习论文趋势 2023–2026

共享表示

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,181 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

多任务学习论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023111435282288
202461315877227
2025101404776264
20261265791128402

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

全部多任务学习论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 1,181 篇，第 1 / 24 页

  1. CVPR 20263D-Aware Multi-Task Learning with Cross-View Correlations for Dense Scene Understanding
  2. CVPR 20263D-Object Perception Transformer 3PT
  3. CVPR 2026A Semantically Disentangled Unified Model for Multi-category 3D Anomaly Detection
  4. CVPR 2026A Supervised Multi-task Framework for Joint cryo-ET Restoration Enabled by
  5. CVPR 2026Adaptive Anisotropic Gaussian Splatting for Multi-contrast MRI Arbitrary-Scale Super-Resolution with
  6. CVPR 2026ALLNet Multi-task Dense Prediction for Degraded Images
  7. CVPR 2026Anti-Degradation Lifelong Multi-View Clustering
  8. CVPR 2026Any Resolution Any Geometry From Multi-View To Multi-Patch
  9. CVPR 2026AURA Multi-modal Shared Autonomy for Urban Navigation
  10. CVPR 2026Beyond Whats Shared Recovering Lost Unique Information from Intermediate Layers
  11. CVPR 2026Bidirectional Multimodal Prompt Learning with Scale-Aware Training for Few-Shot Multi-Class
  12. CVPR 2026Block-Sparse Global Attention for Efficient Multi-View Geometry Transformers
  13. CVPR 2026Bootstrapping Multi-view Learning for Test-time Noisy Correspondence
  14. CVPR 2026Breaking the Scalability Limit of Multi-Projector Calibration with Embedded Cameras
  15. CVPR 2026BrepGaussian CAD reconstruction from Multi-View Images with Gaussian Splatting
  16. CVPR 2026Bridging Domains through Subspace-Aware Model Merging
  17. CVPR 2026BriMA Bridged Modality Adaptation for Multi-Modal Continual Action Quality Assessment
  18. CVPR 2026Bulk RNA-seq Guided Multi-modal Detection of Anomalous Regions in Human
  19. CVPR 2026Chorus Multi-Teacher Pretraining for Holistic 3D Gaussian Scene Encoding
  20. CVPR 2026CineBrain A Large-Scale Multi-Modal Audiovisual Brain Dataset for Brain-Conditioned Video
  21. CVPR 2026CoIn3D Revisiting Configuration-Invariant Multi-Camera 3D Object Detection
  22. CVPR 2026Content-Aware Frequency Encoding for Implicit Neural Representations with Fourier-Chebyshev Features
  23. CVPR 2026CURE Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation
  24. CVPR 2026Customized Fusion A Closed-Loop Dynamic Network for Adaptive Multi-Task-Aware Infrared-Visible
  25. CVPR 2026CustomTex High-fidelity Indoor Scene Texturing via Multi-Reference Customization
  26. CVPR 2026DC-Merge Improving Model Merging with Directional Consistency
  27. CVPR 2026Deciphering Genotype-Phenotype Mechanisms from High-Content Profiling via Knowledge-Guided Multi-modal Graph
  28. CVPR 2026DF2-VB Dual-level Fuzzy Fusion with View-specific Boosting for Multi-view Multi-label
  29. CVPR 2026Discovering Adaptive Task Dependencies for Efficient Multi-Task Representation Compression
  30. CVPR 2026Dual-level Adaptation for Multi-Object Tracking Building Test-Time Calibration from Experience
  31. CVPR 2026Dual-Prototype-Guided Multi-task Learning for Unsupervised Anomaly Detection and Classification
  32. CVPR 2026DuetMerging Synergizing Dynamic and Static Strategies for Mitigating Task Interference
  33. CVPR 2026EcoSplat Efficiency-controllable Feed-forward 3D Gaussian Splatting from Multi-view Images
  34. CVPR 2026EfficientMonoHair Fast Strand-Level Reconstruction from Monocular Video via Multi-View Direction
  35. CVPR 2026Event-Based Motion Deblurring Using Task-Oriented 3D Gaussian Event Representations
  36. CVPR 2026EXOTIC External Vision-driven Incomplete Multi-view Classification
  37. CVPR 2026FAAR Efficient Frequency-Aware Multi-Task Fine-Tuning via Automatic Rank Selection
  38. CVPR 2026FloVerse Floor Plan-Guided Multi-Modal Navigation
  39. CVPR 2026Frequency Switching Mechanism for Parameter-Efficient Multi-Task Learning
  40. CVPR 2026From Detection to Association Learning Discriminative Object Embeddings for Multi-Object
  41. CVPR 2026Garments2Look A Multi-Reference Dataset for High-Fidelity Outfit-Level Virtual Try-On with
  42. CVPR 2026GDFA Geometry-Driven Federated Unlearning with Directional Task Vector Alignment
  43. CVPR 2026GeoSANE Learning Geospatial Representations from Models Not Data
  44. CVPR 2026GMT Effective Global Framework for Multi-Camera Multi-Target Tracking
  45. CVPR 2026Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning
  46. CVPR 2026Is the Modality Gap a Bug or a Feature A
  47. CVPR 2026Keep It Frozen Domain-Routed Conditional Residual Modulation for Multi-Domain Vision
  48. CVPR 2026LaRP Efficient Multi-View Inpainting with Latent Reprojection Priors
  49. CVPR 2026Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images
  50. CVPR 2026Learning Anchor in Dual Orthogonal Space for Fast Multi-view Clustering

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 查多任务学习在 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-learning"}

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学习论文？
共 1,181 篇，按年份分别是 2023 年 288 篇、2024 年 227 篇、2025 年 264 篇、2026 年 402 篇。
NeurIPS 2026 有多少篇多任务学习论文？
NeurIPS 2026 有 126 篇多任务学习论文，上一届是 101 篇。
ICLR 2026 有多少篇多任务学习论文？
ICLR 2026 有 57 篇多任务学习论文，上一届是 40 篇。
ICML 2026 有多少篇多任务学习论文？
ICML 2026 有 91 篇多任务学习论文，上一届是 47 篇。
CVPR 2026 有多少篇多任务学习论文？
CVPR 2026 有 128 篇多任务学习论文，上一届是 76 篇。
哪个会议的多任务学习论文最多？
NeurIPS，2023–2026 年共 399 篇。

「元学习与迁移」下的其他主题