多任务排序论文趋势 2023–2026

主要结论

• 多任务排序论文从 2023 年的 252 篇增长到 2026 年的 480 篇，三年间扩大到约 1.9 倍。
• NeurIPS 是发多任务排序论文最多的会议，2023–2026 年共 485 篇，占四个会议总量的 34%。
• 交叉方向里涨得最快的是AI 智能体：同时属于两个主题的论文从 2023 年的 8 篇增至 2026 年的 52 篇。
• 在「推荐与广告」的 5 个主题里，它的 2026 年论文数排第 1；同组增长最快的点击率预测是 2.6 倍，多任务排序是 1.9 倍。

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

• NeurIPS 2026A Mahalanobis Margin \texorpdfstring{$\gamma_{\min}$}{gamma\_min} Bound on Task Confusion in Pretrained Class-Incremental Learning: From Infeasibility to Exponential Attenuation
• ICML 2026Adaptive Personalized Federated Learning via Multi-task Averaging of Kernel Mean Embeddings
• ICLR 2026Automatic Stage Lighting Control: Is it a Rule-Driven Process or Generative Task?
• CVPR 2026A Supervised Multi-task Framework for Joint cryo-ET Restoration Enabled by
• NeurIPS 2025A High-Dimensional Statistical Method for Optimizing Transfer Quantities in Multi-Source Transfer Learning
• ICML 2025ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning
• ICLR 2025Balanced Ranking with Relative Centrality: A multi-core periphery perspective
• CVPR 2025ACAttack: Adaptive Cross Attacking RGB-T Tracker via Multi-Modal Response Decoupling
• NeurIPS 2024CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding
• ICML 2024Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning
• ICLR 2024Order-Preserving GFlowNets
• CVPR 2024Domain Separation Graph Neural Networks for Saliency Object Ranking
• NeurIPS 2023AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
• ICML 2023Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information
• ICLR 2023An Extensible Multi-modal Multi-task Object Dataset with Materials
• CVPR 2023AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation
• NeurIPS 2026A Scalable Multi-Task Model for Virtual Sensors
• ICML 2026Alleviating Observation Bias via Causal-Invariant Meta-Learning for Unbalanced Incomplete Multi-view Clustering
• ICLR 2026Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature
• CVPR 2026Block-Sparse Global Attention for Efficient Multi-View Geometry Transformers

全部多任务排序论文

共 396 篇，第 2 / 8 页

51. CVPR 2026MER-Tracker Towards High-Speed 3D Point Tracking via Multi-View Event-RGB Hybrid
52. CVPR 2026MFEN Multi-Frequency Expert Network for Visible-Infrared Person Re-ID
53. CVPR 2026MGDHand Multi-Granularity Prior-to-Inertial Distillation Framework for Sequential 3D Hand Pose
54. CVPR 2026MHopReg Efficient Hierarchical Multi-Hop Graph Search for Point Cloud Registration
55. CVPR 2026MICo-150K A Comprehensive Dataset Advancing Multi-Image Composition
56. CVPR 2026MMBench-GUI A Unified Hierarchical Evaluation Framework for Multi-Platform GUI Agents
57. CVPR 2026MMGait Towards Multi-Modal Gait Recognition
58. CVPR 2026Mocap-2-to-3 Multi-view Lifting for Monocular Motion Recovery with 2D Pretraining
59. CVPR 2026Model Merging in the Essential Subspace
60. CVPR 2026ModularAgent A Task-Aware Modular Framework for Joint Optimization of Multimodal
61. CVPR 2026MSGNav Unleashing the Power of Multi-modal 3D Scene Graph for
62. CVPR 2026MUFASA A Multi-Layer Framework for Slot Attention
63. CVPR 2026Multi-Crit Benchmarking Multimodal Judges on Pluralistic Criteria-Following
64. CVPR 2026Multi-modal Frequency Decomposition Network for Semantic Scene Completion
65. CVPR 2026Multi-Scale Gradient-Guided Unrolling Architecture with Adaptive Mamba for Compressive Sensing
66. CVPR 2026Multi-SpatialMLLM Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
67. CVPR 2026Multi-view Crowd Tracking Transformer with View-Ground Interactions Under Large Real-World
68. CVPR 2026MultiBanana A Challenging Benchmark for Multi-Reference Text-to-Image Generation
69. CVPR 2026MV-RoMa From Pairwise Matching into Multi-View Track Reconstruction
70. CVPR 2026MV-TAP Tracking Any Point in Multi-View Videos
71. CVPR 2026Narrative Weaver Towards Controllable Long-Range Visual Consistency with Multi-Modal Conditioning
72. CVPR 2026Neural Field-Based 3D Surface Reconstruction of Microstructures from Multi-Detector Signals
73. CVPR 2026Neural-Centric Video Processing Pipeline for Unified Multi-Task Inference
74. CVPR 2026Neurodynamics-Driven Coupled Neural P Systems for Multi-Focus Image Fusion
75. CVPR 2026OMGTex One-stage Multi-style Facial Texture Reconstruction without Geometry Guidance
76. CVPR 2026Open-Ended Instruction Realization with LLM-Enabled Multi-Planner Scheduling in Autonomous Vehicles
77. CVPR 2026OptiMVMap Offline Vectorized Map Construction via Optimal Multi-vehicle Perspectives
78. CVPR 2026Otil Accelerating Diffusion Model Inference via Communication-Efficient Multi-GPU Parallelism
79. CVPR 2026PLACID Identity-Preserving Multi-Object Compositing via Video Diffusion with Synthetic Trajectories
80. CVPR 2026PosterOmni Generalized Artistic Poster Creation via Task Distillation and Unified
81. CVPR 2026Progressive Multi-cue Alignment for Unaligned RGBT Tracking
82. CVPR 2026ProgTrack A Multi-Object Tracking Algorithm with Progressive Matching Strategy
83. CVPR 2026ProSoftArena Benchmarking Hierarchical Capabilities of Multi-modal Agents in Professional Software
84. CVPR 2026Quantum-Gated Task-interaction Knowledge Distillation for Pre-trained Model-based Class-Incremental Learning
85. CVPR 2026QuCNet Quantum Deep Learning Driven Multi-Circuit Network for Remote Sensing
86. CVPR 2026RankOOD - Class Ranking-based Out-of-Distribution Detection
87. CVPR 2026Registration-Free Learnable Multi-View Capture of Faces in Dense Semantic Correspondence
88. CVPR 2026Reliev3R Relieving Feed-forward 3D Reconstruction from Multi-View Geometric Annotations
89. CVPR 2026Rethinking Position Embedding as a Context Controller for Multi-Reference and
90. CVPR 2026Rethinking Two-Stage Referring-by-Tracking in Referring Multi-Object Tracking Make it Strong
91. CVPR 2026Revisiting Sparsity Constraint Under High-Rank Property in Partial Multi-Label Learning
92. CVPR 2026Revisiting Token Compression for Accelerating ViT-based Sparse Multi-View 3D Object
93. CVPR 2026RoboAgent Chaining Basic Capabilities for Embodied Task Planning
94. CVPR 2026Scalable Multi-View Subspace Clustering with Tensorized Anchor Guidance
95. CVPR 2026SeeGroup Multi-Layer Depth Estimation of Transparent Surfaces via Self-Determined Grouping
96. CVPR 2026SFR-Net Steering-Fusion-Refining Network in Multi-label Zero-Shot Sewer Defect Detection
97. CVPR 2026ShreddingNet Coarse-to-Fine Restoration for Multi-Source Shredded Manuscripts
98. CVPR 2026Skullptor High Fidelity 3D Head Reconstruction in Seconds with Multi-View
99. CVPR 2026SkySense-VITA Towards Universal In-context Segmentation of Multi-modal Remote Sensing Imagery
100. CVPR 2026Sparse Task Vector Mixup with Hypernetworks for Efficient Knowledge Transfer

常见问题

2023–2026 年四大会议一共有多少篇多任务排序论文？

共 1,440 篇，按年份分别是 2023 年 252 篇、2024 年 315 篇、2025 年 393 篇、2026 年 480 篇。

NeurIPS 2026 有多少篇多任务排序论文？

NeurIPS 2026 有 175 篇多任务排序论文，上一届是 144 篇。

ICLR 2026 有多少篇多任务排序论文？

ICLR 2026 有 79 篇多任务排序论文，上一届是 75 篇。

ICML 2026 有多少篇多任务排序论文？

ICML 2026 有 107 篇多任务排序论文，上一届是 80 篇。

CVPR 2026 有多少篇多任务排序论文？

CVPR 2026 有 119 篇多任务排序论文，上一届是 94 篇。

哪个会议的多任务排序论文最多？

NeurIPS，2023–2026 年共 485 篇。