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 19 / 24 页

  1. CVPR 2023Collaborative Noisy Label Cleaner: Learning Scene-Aware Trailers for Multi-Modal Highlight Detection in Movies
  2. CVPR 2023Decoupling Learning and Remembering: A Bilevel Memory Framework With Knowledge Projection for Task-Incremental Learning
  3. CVPR 2023DF-Platter: Multi-Face Heterogeneous Deepfake Dataset
  4. CVPR 2023Dynamic Neural Network for Multi-Task Learning Searching Across Diverse Network Topologies
  5. CVPR 2023Efficient View Synthesis and 3D-Based Multi-Frame Denoising With Multiplane Feature Representations
  6. CVPR 2023Egocentric Video Task Translation
  7. CVPR 2023FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
  8. CVPR 2023Focus on Details: Online Multi-Object Tracking With Diverse Fine-Grained Representation
  9. CVPR 2023GCFAgg: Global and Cross-View Feature Aggregation for Multi-View Clustering
  10. CVPR 2023Generalizable Implicit Neural Representations via Instance Pattern Composers
  11. CVPR 2023Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process
  12. CVPR 2023GeoMVSNet: Learning Multi-View Stereo With Geometry Perception
  13. CVPR 2023GLeaD: Improving GANs With a Generator-Leading Task
  14. CVPR 2023GM-NeRF: Learning Generalizable Model-Based Neural Radiance Fields From Multi-View Images
  15. CVPR 2023Graphics Capsule: Learning Hierarchical 3D Face Representations From 2D Images
  16. CVPR 2023Hierarchical Prompt Learning for Multi-Task Learning
  17. CVPR 2023Independent Component Alignment for Multi-Task Learning
  18. CVPR 2023Indescribable Multi-Modal Spatial Evaluator
  19. CVPR 2023Ingredient-Oriented Multi-Degradation Learning for Image Restoration
  20. CVPR 2023Interventional Bag Multi-Instance Learning on Whole-Slide Pathological Images
  21. CVPR 2023Language Adaptive Weight Generation for Multi-Task Visual Grounding
  22. CVPR 2023Learning Debiased Representations via Conditional Attribute Interpolation
  23. CVPR 2023Learning Decorrelated Representations Efficiently Using Fast Fourier Transform
  24. CVPR 2023Learning Discriminative Representations for Skeleton Based Action Recognition
  25. CVPR 2023Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-Commerce
  26. CVPR 2023Learning Joint Latent Space EBM Prior Model for Multi-Layer Generator
  27. CVPR 2023Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization
  28. CVPR 2023Learning Neural Volumetric Representations of Dynamic Humans in Minutes
  29. CVPR 2023MAIR: Multi-View Attention Inverse Rendering With 3D Spatially-Varying Lighting Estimation
  30. CVPR 2023MaPLe: Multi-Modal Prompt Learning
  31. CVPR 2023Masked Image Modeling With Local Multi-Scale Reconstruction
  32. CVPR 2023MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos
  33. CVPR 2023MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer
  34. CVPR 2023Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing With Non-Learnable Primitives
  35. CVPR 2023Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners
  36. CVPR 2023MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID
  37. CVPR 2023Multi Domain Learning for Motion Magnification
  38. CVPR 2023Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference
  39. CVPR 2023Multi-Label Compound Expression Recognition: C-EXPR Database & Network
  40. CVPR 2023Multi-Level Logit Distillation
  41. CVPR 2023Multi-Modal Learning With Missing Modality via Shared-Specific Feature Modelling
  42. CVPR 2023Multi-Modal Representation Learning With Text-Driven Soft Masks
  43. CVPR 2023Multi-Object Manipulation via Object-Centric Neural Scattering Functions
  44. CVPR 2023Multi-View Azimuth Stereo via Tangent Space Consistency
  45. CVPR 2023Multi-View Reconstruction Using Signed Ray Distance Functions (SRDF)
  46. CVPR 2023MVImgNet: A Large-Scale Dataset of Multi-View Images
  47. CVPR 2023NeAT: Learning Neural Implicit Surfaces With Arbitrary Topologies From Multi-View Images
  48. CVPR 2023NeuFace: Realistic 3D Neural Face Rendering From Multi-View Images
  49. CVPR 2023Neural Pixel Composition for 3D-4D View Synthesis From Multi-Views
  50. CVPR 2023NeuralPCI: Spatio-Temporal Neural Field for 3D Point Cloud Multi-Frame Non-Linear Interpolation

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