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 77 篇，第 1 / 2 页

  1. CVPR 20242S-UDF: A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view Images
  2. CVPR 2024A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives
  3. CVPR 2024Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes
  4. CVPR 2024AssistGUI: Task-Oriented PC Graphical User Interface Automation
  5. CVPR 2024Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing
  6. CVPR 2024Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining
  7. CVPR 2024Binding Touch to Everything: Learning Unified Multimodal Tactile Representations
  8. CVPR 2024Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations
  9. CVPR 2024Category-Level Multi-Part Multi-Joint 3D Shape Assembly
  10. CVPR 2024Class Incremental Learning with Multi-Teacher Distillation
  11. CVPR 2024CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow
  12. CVPR 2024Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment
  13. CVPR 2024CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing
  14. CVPR 2024Differentiable Information Bottleneck for Deterministic Multi-view Clustering
  15. CVPR 2024DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data
  16. CVPR 2024DMR: Decomposed Multi-Modality Representations for Frames and Events Fusion in Visual Reinforcement Learning
  17. CVPR 2024Dual DETRs for Multi-Label Temporal Action Detection
  18. CVPR 2024EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI
  19. CVPR 2024Event-based Visible and Infrared Fusion via Multi-task Collaboration
  20. CVPR 2024FedHCA2: Towards Hetero-Client Federated Multi-Task Learning
  21. CVPR 2024Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture
  22. CVPR 2024GALA: Generating Animatable Layered Assets from a Single Scan
  23. CVPR 2024Generative Multi-modal Models are Good Class Incremental Learners
  24. CVPR 2024GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds
  25. CVPR 2024Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models
  26. CVPR 2024GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo
  27. CVPR 2024Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation
  28. CVPR 2024Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models
  29. CVPR 2024Improving Bird's Eye View Semantic Segmentation by Task Decomposition
  30. CVPR 2024Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions
  31. CVPR 2024Joint-Task Regularization for Partially Labeled Multi-Task Learning
  32. CVPR 2024Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering
  33. CVPR 2024M&M VTO: Multi-Garment Virtual Try-On and Editing
  34. CVPR 2024Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification
  35. CVPR 2024Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems
  36. CVPR 2024Masked AutoDecoder is Effective Multi-Task Vision Generalist
  37. CVPR 2024MMA: Multi-Modal Adapter for Vision-Language Models
  38. CVPR 2024MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models
  39. CVPR 2024Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention
  40. CVPR 2024MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception
  41. CVPR 2024mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
  42. CVPR 2024MTLoRA: Low-Rank Adaptation Approach for Efficient Multi-Task Learning
  43. CVPR 2024MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark
  44. CVPR 2024Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer
  45. CVPR 2024Multi-modal Learning for Geospatial Vegetation Forecasting
  46. CVPR 2024Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning
  47. CVPR 2024Multi-Space Alignments Towards Universal LiDAR Segmentation
  48. CVPR 2024MVBench: A Comprehensive Multi-modal Video Understanding Benchmark
  49. CVPR 2024MVCPS-NeuS: Multi-view Constrained Photometric Stereo for Neural Surface Reconstruction
  50. CVPR 2024NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis

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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