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

1,440 papers, page 11 of 29

501. CVPR 2025Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
502. CVPR 2025Deep Fair Multi-View Clustering with Attention KAN
503. CVPR 2025Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine
504. CVPR 2025Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection
505. CVPR 2025DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations
506. CVPR 2025DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation
507. CVPR 2025DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling
508. CVPR 2025Dynamic Integration of Task-Specific Adapters for Class Incremental Learning
509. CVPR 2025ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark
510. CVPR 2025EgoLM: Multi-Modal Language Model of Egocentric Motions
511. CVPR 2025F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
512. CVPR 2025FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs
513. CVPR 2025Focusing on Tracks for Online Multi-Object Tracking
514. CVPR 2025Free Lunch Enhancements for Multi-modal Crowd Counting
515. CVPR 2025FreeUV: Ground-Truth-Free Realistic Facial UV Texture Recovery via Cross-Assembly Inference Strategy
516. CVPR 2025GeoAvatar: Geometrically-Consistent Multi-Person Avatar Reconstruction from Sparse Multi-View Videos
517. CVPR 2025GeoMM: On Geodesic Perspective for Multi-modal Learning
518. CVPR 2025GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery
519. CVPR 2025Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation
520. CVPR 2025IAAO: Interactive Affordance Learning for Articulated Objects in 3D Environments
521. CVPR 2025Identifying and Mitigating Spurious Correlation in Multi-Task Learning
522. CVPR 2025IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement
523. CVPR 2025Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model
524. CVPR 2025Inst3D-LMM: Instance-Aware 3D Scene Understanding with Multi-modal Instruction Tuning
525. CVPR 2025Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning
526. CVPR 2025Language-Guided Salient Object Ranking
527. CVPR 2025Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels
528. CVPR 2025Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes
529. CVPR 2025Less is More: Efficient Model Merging with Binary Task Switch
530. CVPR 2025Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection
531. CVPR 2025MangaNinja: Line Art Colorization with Precise Reference Following
532. CVPR 2025Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering
533. CVPR 2025MET3R: Measuring Multi-View Consistency in Generated Images
534. CVPR 2025MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing
535. CVPR 2025MLVU: Benchmarking Multi-task Long Video Understanding
536. CVPR 2025MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling
537. CVPR 2025MMRL: Multi-Modal Representation Learning for Vision-Language Models
538. CVPR 2025MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception
539. CVPR 2025MobileMamba: Lightweight Multi-Receptive Visual Mamba Network
540. CVPR 2025MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework
541. CVPR 2025Motions as Queries: One-Stage Multi-Person Holistic Human Motion Capture
542. CVPR 2025MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes
543. CVPR 2025Mr. DETR: Instructive Multi-Route Training for Detection Transformers
544. CVPR 2025Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs
545. CVPR 2025Multi-Modal Synergistic Implicit Image Enhancement for Efficient Optical Flow Estimation
546. CVPR 2025Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information
547. CVPR 2025MultiGO: Towards Multi-level Geometry Learning for Monocular 3D Textured Human Reconstruction
548. CVPR 2025MUSt3R: Multi-view Network for Stereo 3D Reconstruction
549. CVPR 2025MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D
550. CVPR 2025Omnidirectional Multi-Object Tracking

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.