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 2 / 24 页

  1. CVPR 2026Learning Compact 3D Representations from Feed-Forward Novel View Synthesis
  2. CVPR 2026Learning Multi-View Spatial Reasoning from Cross-View Relations
  3. CVPR 2026Learning to Infer Parameterized Representations of Plants from 3D Scans
  4. CVPR 2026Learning to See and Act Task-Aware Virtual View Exploration for
  5. CVPR 2026Learning to Solve PDEs on Neural Shape Representations
  6. CVPR 2026Let Your Image Move with Your Motion -- Implicit Multi-Object
  7. CVPR 2026LUMINA A Multi-Vendor Mammography Benchmark with Energy Harmonization Protocol
  8. CVPR 2026M4-SAM Multi-Modal Mixture-of-Experts with Memory-Augmented SAM for RGB-D Video Salient
  9. CVPR 2026Mamba Learns in Context Structure-Aware Domain Generalization for Multi-Task Point
  10. CVPR 2026MAMMA Markerless Accurate Multi-person Motion Acquisition
  11. CVPR 2026MapReduce LoRA Advancing the Pareto Front in Multi-Preference Optimization for
  12. CVPR 2026MCHDoc A Comprehensive Benchmark for Reading Multi-Carrier Chinese Historical Documents
  13. CVPR 2026MER-Tracker Towards High-Speed 3D Point Tracking via Multi-View Event-RGB Hybrid
  14. CVPR 2026MFEN Multi-Frequency Expert Network for Visible-Infrared Person Re-ID
  15. CVPR 2026MMGait Towards Multi-Modal Gait Recognition
  16. CVPR 2026Model Merging in the Essential Subspace
  17. CVPR 2026ModularAgent A Task-Aware Modular Framework for Joint Optimization of Multimodal
  18. CVPR 2026MS-Temba Multi-Scale Temporal Mamba for Understanding Long Untrimmed Videos
  19. CVPR 2026MSGNav Unleashing the Power of Multi-modal 3D Scene Graph for
  20. CVPR 2026MuCo Multi-turn Contrastive Learning for Multimodal Embedding Model
  21. CVPR 2026MUFASA A Multi-Layer Framework for Slot Attention
  22. CVPR 2026Multi-Hierarchical Contrastive Spectral Fusion for Multi-View Clustering
  23. CVPR 2026Multi-Metric Representation Learning Strategy Based on Clustering for Fine-Grained Multimodal
  24. CVPR 2026Multi-modal Frequency Decomposition Network for Semantic Scene Completion
  25. CVPR 2026Multi-Modal Representation Learning via Semi-Supervised Rate Reduction for Generalized Category
  26. CVPR 2026Multi-Paradigm Collaborative Adversarial Attack Against Multi-Modal Large Language Models
  27. CVPR 2026Multi-SpatialMLLM Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
  28. CVPR 2026Multi-view Crowd Tracking Transformer with View-Ground Interactions Under Large Real-World
  29. CVPR 2026Multi-View Hierarchical Alignment Learning for Spatial Transcriptomics
  30. CVPR 2026Multi-view Pyramid Transformer Look Coarser to See Broader
  31. CVPR 2026Multinex Lightweight Low-light Image Enhancement via Multi-prior Retinex
  32. CVPR 2026MuViT Multi-Resolution Vision Transformers for Learning Across Scales in Microscopy
  33. CVPR 2026MV-RoMa From Pairwise Matching into Multi-View Track Reconstruction
  34. CVPR 2026MV-TAP Tracking Any Point in Multi-View Videos
  35. CVPR 2026Narrative Weaver Towards Controllable Long-Range Visual Consistency with Multi-Modal Conditioning
  36. CVPR 2026Neural-Centric Video Processing Pipeline for Unified Multi-Task Inference
  37. CVPR 2026NexusFlow Unifying Disparate Tasks under Partial Supervision via Invertible Flow
  38. CVPR 2026NimbusGS Unified 3D Scene Reconstruction under Hybrid Weather
  39. CVPR 2026Omni-3DEdit Generalized Versatile 3D Editing in One-Pass
  40. CVPR 2026Open-Ended Instruction Realization with LLM-Enabled Multi-Planner Scheduling in Autonomous Vehicles
  41. CVPR 2026OptiMVMap Offline Vectorized Map Construction via Optimal Multi-vehicle Perspectives
  42. CVPR 2026Orthogonal Spatial-Aware Multi-View Anchor Graph Clustering for Incomplete Remote Sensing
  43. CVPR 2026Plug-and-Play Incomplete Multi-View Clustering via Janus-Faced Affinity Learning with Topology
  44. CVPR 2026Predicting Spatial Transcriptomics from Histology Images via High-Order Multi-Cell Interaction
  45. CVPR 2026PRISM Learning a Shared Primitive Space for Transferable Skeleton Action
  46. CVPR 2026Quantum-Gated Task-interaction Knowledge Distillation for Pre-trained Model-based Class-Incremental Learning
  47. CVPR 2026QuCNet Quantum Deep Learning Driven Multi-Circuit Network for Remote Sensing
  48. CVPR 2026R2G A Multi-View Circuit Graph Benchmark Suite from RTL to
  49. CVPR 2026Reliable Clustering Number Estimation for Contrastive Multi-View Clustering
  50. CVPR 2026Reparameterized Tensor Ring Functional Decomposition for Multi-Dimensional Data Recovery

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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