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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 26–50 of 100 papers

TitleStatusHype
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
Deep auxiliary learning for visual localization using colorization task—0
Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning—0
DistillPose: Lightweight Camera Localization Using Auxiliary Learning—0
DocTTT: Test-Time Training for Handwritten Document Recognition Using Meta-Auxiliary Learning—0
Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation—0
Enhancing Sequential Recommendation with Graph Contrastive Learning—0
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