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Auxiliary Learning

Auxiliary learning aims to find or design auxiliary tasks which can improve the performance on one or some primary tasks.

( Image credit: Self-Supervised Generalisation with Meta Auxiliary Learning )

Papers

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Showing 51–75 of 100 papers

TitleStatusHype
Pareto Self-Supervised Training for Few-Shot Learning—0
Perception Reinforcement Using Auxiliary Learning Feature Fusion: A Modified Yolov8 for Head Detection—0
Point-TTA: Test-Time Adaptation for Point Cloud Registration Using Multitask Meta-Auxiliary Learning—0
Predictive and Contrastive: Dual-Auxiliary Learning for Recommendation—0
Predictive auxiliary objectives in deep RL mimic learning in the brain—0
Raw Nav-merge Seismic Data to Subsurface Properties with MLP based Multi-Modal Information Unscrambler—0
Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning—0
Rethinking Transfer and Auxiliary Learning for Improving Audio Captioning Transformer—0
SALT: Subspace Alignment as an Auxiliary Learning Task for Domain Adaptation—0
Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis—0
Self-supervised pre-training and contrastive representation learning for multiple-choice video QA—0
Semantic-aware Temporal Channel-wise Attention for Cardiac Function Assessment—0
Siamese Labels Auxiliary Learning—0
Test-time Adaptation for Real Image Denoising via Meta-transfer Learning—0
Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning—0
To Balance or Not to Balance: A Simple-yet-Effective Approach for Learning with Long-Tailed Distributions—0
Auxiliary Learning for Deep Multi-task Learning—0
Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation—0
Unified Convergence Theory of Stochastic and Variance-Reduced Cubic Newton Methods—0
Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration—0
Meta-Auxiliary Learning for Adaptive Human Pose Prediction—0
A Cross-Modal Image Fusion Method Guided by Human Visual Characteristics—0
A Refined End-to-End Discourse Parser—0
Asset Bundling for Wind Power Forecasting—0
Auxiliary Learning as a step towards Artificial General Intelligence—0
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