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 19 of 29

901. CVPR 2024ESR-NeRF: Emissive Source Reconstruction Using LDR Multi-view Images
902. CVPR 2024Event-based Visible and Infrared Fusion via Multi-task Collaboration
903. CVPR 2024FedHCA2: Towards Hetero-Client Federated Multi-Task Learning
904. CVPR 2024Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture
905. CVPR 2024Generative Multi-modal Models are Good Class Incremental Learners
906. CVPR 2024GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation
907. CVPR 2024Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models
908. CVPR 2024GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo
909. CVPR 2024Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation
910. CVPR 2024Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models
911. CVPR 2024Improving Bird's Eye View Semantic Segmentation by Task Decomposition
912. CVPR 2024Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions
913. CVPR 2024Joint-Task Regularization for Partially Labeled Multi-Task Learning
914. CVPR 2024Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering
915. CVPR 2024LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling
916. CVPR 2024M&M VTO: Multi-Garment Virtual Try-On and Editing
917. CVPR 2024Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems
918. CVPR 2024Masked AutoDecoder is Effective Multi-Task Vision Generalist
919. CVPR 2024MaxQ: Multi-Axis Query for N:M Sparsity Network
920. CVPR 2024MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes
921. CVPR 2024MMA: Multi-Modal Adapter for Vision-Language Models
922. CVPR 2024MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models
923. CVPR 2024Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention
924. CVPR 2024MoST: Multi-Modality Scene Tokenization for Motion Prediction
925. CVPR 2024MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception
926. CVPR 2024mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
927. CVPR 2024MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation
928. CVPR 2024MTLoRA: Low-Rank Adaptation Approach for Efficient Multi-Task Learning
929. CVPR 2024MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark
930. CVPR 2024Multi-Attribute Interactions Matter for 3D Visual Grounding
931. CVPR 2024Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer
932. CVPR 2024Multi-modal Learning for Geospatial Vegetation Forecasting
933. CVPR 2024Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering
934. CVPR 2024Multi-Object Tracking in the Dark
935. CVPR 2024Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning
936. CVPR 2024Multi-Space Alignments Towards Universal LiDAR Segmentation
937. CVPR 2024Multi-Task Dense Prediction via Mixture of Low-Rank Experts
938. CVPR 2024Multi-View Attentive Contextualization for Multi-View 3D Object Detection
939. CVPR 2024MuRF: Multi-Baseline Radiance Fields
940. CVPR 2024MVBench: A Comprehensive Multi-modal Video Understanding Benchmark
941. CVPR 2024MVCPS-NeuS: Multi-view Constrained Photometric Stereo for Neural Surface Reconstruction
942. CVPR 2024MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior
943. CVPR 2024OAKINK2: A Dataset of Bimanual Hands-Object Manipulation in Complex Task Completion
944. CVPR 2024Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation
945. CVPR 2024Person-in-WiFi 3D: End-to-End Multi-Person 3D Pose Estimation with Wi-Fi
946. CVPR 2024Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs
947. CVPR 2024Prompt Highlighter: Interactive Control for Multi-Modal LLMs
948. CVPR 2024Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences
949. CVPR 2024Quantifying Task Priority for Multi-Task Optimization
950. CVPR 2024RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses

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.