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 363 篇，第 6 / 8 页

  1. CVPR 2024Multi-Space Alignments Towards Universal LiDAR Segmentation
  2. CVPR 2024MVBench: A Comprehensive Multi-modal Video Understanding Benchmark
  3. CVPR 2024MVCPS-NeuS: Multi-view Constrained Photometric Stereo for Neural Surface Reconstruction
  4. CVPR 2024NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis
  5. CVPR 2024OAKINK2: A Dataset of Bimanual Hands-Object Manipulation in Complex Task Completion
  6. CVPR 2024Person-in-WiFi 3D: End-to-End Multi-Person 3D Pose Estimation with Wi-Fi
  7. CVPR 2024Prompt Highlighter: Interactive Control for Multi-Modal LLMs
  8. CVPR 2024Quantifying Task Priority for Multi-Task Optimization
  9. CVPR 2024Region-Based Representations Revisited
  10. CVPR 2024Rethinking Multi-view Representation Learning via Distilled Disentangling
  11. CVPR 2024Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
  12. CVPR 2024Sharingan: A Transformer Architecture for Multi-Person Gaze Following
  13. CVPR 2024SketchINR: A First Look into Sketches as Implicit Neural Representations
  14. CVPR 2024SkillDiffuser: Interpretable Hierarchical Planning via Skill Abstractions in Diffusion-Based Task Execution
  15. CVPR 2024SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery
  16. CVPR 2024StreamingFlow: Streaming Occupancy Forecasting with Asynchronous Multi-modal Data Streams via Neural Ordinary Differential Equation
  17. CVPR 2024TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding
  18. CVPR 2024Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning
  19. CVPR 2024Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations
  20. CVPR 2024Task-Conditioned Adaptation of Visual Features in Multi-Task Policy Learning
  21. CVPR 2024Task-Customized Mixture of Adapters for General Image Fusion
  22. CVPR 2024Task-Driven Wavelets using Constrained Empirical Risk Minimization
  23. CVPR 2024Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships
  24. CVPR 2024Towards Calibrated Multi-label Deep Neural Networks
  25. CVPR 2024Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training
  26. CVPR 2024Towards Progressive Multi-Frequency Representation for Image Warping
  27. CVPR 2024Training-Free Pretrained Model Merging
  28. CVPR 2024TULIP: Multi-camera 3D Precision Assessment of Parkinson's Disease
  29. CVPR 2024Unsupervised Gaze Representation Learning from Multi-view Face Images
  30. CVPR 2024Visual Delta Generator with Large Multi-modal Models for Semi-supervised Composed Image Retrieval
  31. CVPR 2024YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
  32. CVPR 2023(ML)$^2$P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning
  33. CVPR 2023A Light Touch Approach to Teaching Transformers Multi-View Geometry
  34. CVPR 2023AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation
  35. CVPR 2023Batch Model Consolidation: A Multi-Task Model Consolidation Framework
  36. CVPR 2023BiCro: Noisy Correspondence Rectification for Multi-Modality Data via Bi-Directional Cross-Modal Similarity Consistency
  37. CVPR 2023Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification
  38. CVPR 2023Chat2Map: Efficient Scene Mapping From Multi-Ego Conversations
  39. CVPR 2023Collaborative Noisy Label Cleaner: Learning Scene-Aware Trailers for Multi-Modal Highlight Detection in Movies
  40. CVPR 2023Decoupling Learning and Remembering: A Bilevel Memory Framework With Knowledge Projection for Task-Incremental Learning
  41. CVPR 2023DF-Platter: Multi-Face Heterogeneous Deepfake Dataset
  42. CVPR 2023Dynamic Neural Network for Multi-Task Learning Searching Across Diverse Network Topologies
  43. CVPR 2023Efficient View Synthesis and 3D-Based Multi-Frame Denoising With Multiplane Feature Representations
  44. CVPR 2023Egocentric Video Task Translation
  45. CVPR 2023FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
  46. CVPR 2023Focus on Details: Online Multi-Object Tracking With Diverse Fine-Grained Representation
  47. CVPR 2023GCFAgg: Global and Cross-View Feature Aggregation for Multi-View Clustering
  48. CVPR 2023Generalizable Implicit Neural Representations via Instance Pattern Composers
  49. CVPR 2023Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process
  50. CVPR 2023GeoMVSNet: Learning Multi-View Stereo With Geometry Perception

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。

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