Multi-Task Ranking papers, 2023–2026

Key findings

• Multi-Task Ranking went from 252 papers in 2023 to 480 in 2026, roughly 1.9x in three years.
• NeurIPS publishes the most Multi-Task Ranking work: 485 papers from 2023 to 2026, 34% of the four-venue total.
• The fastest-growing overlap is with AI Agents: papers tagged with both rose from 8 in 2023 to 52 in 2026.
• Among the 5 topics under Recommenders and Ads, it ranks #1 by 2026 paper count; the fastest grower in the group, Click-Through Prediction, is up 2.6x versus 1.9x here.

Representative papers

Spread across years and venues so every edition shows up

• 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

All Multi-Task Ranking papers

396 papers, page 8 of 8

351. CVPR 2023Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing With Non-Learnable Primitives
352. CVPR 2023Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners
353. CVPR 2023MotionDiffuser: Controllable Multi-Agent Motion Prediction Using Diffusion
354. CVPR 2023MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
355. CVPR 2023MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID
356. CVPR 2023Multi Domain Learning for Motion Magnification
357. CVPR 2023Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference
358. CVPR 2023Multi-Label Compound Expression Recognition: C-EXPR Database & Network
359. CVPR 2023Multi-Level Logit Distillation
360. CVPR 2023Multi-Modal Representation Learning With Text-Driven Soft Masks
361. CVPR 2023Multi-Realism Image Compression With a Conditional Generator
362. CVPR 2023Multi-Space Neural Radiance Fields
363. CVPR 2023Multi-View Azimuth Stereo via Tangent Space Consistency
364. CVPR 2023Multi-View Reconstruction Using Signed Ray Distance Functions (SRDF)
365. CVPR 2023NeAT: Learning Neural Implicit Surfaces With Arbitrary Topologies From Multi-View Images
366. CVPR 2023NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction From Multi-View Images
367. CVPR 2023NeuFace: Realistic 3D Neural Face Rendering From Multi-View Images
368. CVPR 2023Neural Pixel Composition for 3D-4D View Synthesis From Multi-Views
369. CVPR 2023NeuralPCI: Spatio-Temporal Neural Field for 3D Point Cloud Multi-Frame Non-Linear Interpolation
370. CVPR 2023NeuralUDF: Learning Unsigned Distance Fields for Multi-View Reconstruction of Surfaces With Arbitrary Topologies
371. CVPR 2023Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
372. CVPR 2023OmniVidar: Omnidirectional Depth Estimation From Multi-Fisheye Images
373. CVPR 2023Open Set Action Recognition via Multi-Label Evidential Learning
374. CVPR 2023Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction
375. CVPR 2023PermutoSDF: Fast Multi-View Reconstruction With Implicit Surfaces Using Permutohedral Lattices
376. CVPR 2023POEM: Reconstructing Hand in a Point Embedded Multi-View Stereo
377. CVPR 2023Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks
378. CVPR 2023Quantum Multi-Model Fitting
379. CVPR 2023Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate
380. CVPR 2023Referring Multi-Object Tracking
381. CVPR 2023ResFormer: Scaling ViTs With Multi-Resolution Training
382. CVPR 2023RIAV-MVS: Recurrent-Indexing an Asymmetric Volume for Multi-View Stereo
383. CVPR 2023Semi-Supervised Learning Made Simple With Self-Supervised Clustering
384. CVPR 2023Simple Cues Lead to a Strong Multi-Object Tracker
385. CVPR 2023Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in Temporal Action Localization Tasks
386. CVPR 2023Sparse Multi-Modal Graph Transformer With Shared-Context Processing for Representation Learning of Giga-Pixel Images
387. CVPR 2023Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning
388. CVPR 2023TOPLight: Lightweight Neural Networks With Task-Oriented Pretraining for Visible-Infrared Recognition
389. CVPR 2023Towards All-in-One Pre-Training via Maximizing Multi-Modal Mutual Information
390. CVPR 2023Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View
391. CVPR 2023Towards Flexible Multi-Modal Document Models
392. CVPR 2023Two-Way Multi-Label Loss
393. CVPR 2023Viewpoint Equivariance for Multi-View 3D Object Detection
394. CVPR 2023Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving
395. CVPR 2023VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction
396. CVPR 2023Why Is the Winner the Best?

FAQ

How many Multi-Task Ranking papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

1,440 in total: 252 in 2023, 315 in 2024, 393 in 2025, 480 in 2026.

How many Multi-Task Ranking papers are at NeurIPS 2026?

NeurIPS 2026 has 175 Multi-Task Ranking papers, versus 144 the year before.

How many Multi-Task Ranking papers are at ICLR 2026?

ICLR 2026 has 79 Multi-Task Ranking papers, versus 75 the year before.

How many Multi-Task Ranking papers are at ICML 2026?

ICML 2026 has 107 Multi-Task Ranking papers, versus 80 the year before.

How many Multi-Task Ranking papers are at CVPR 2026?

CVPR 2026 has 119 Multi-Task Ranking papers, versus 94 the year before.

Which conference publishes the most Multi-Task Ranking papers?

NeurIPS, with 485 papers from 2023 to 2026.