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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Cross-Stitch Networks for Multi-Task Learning CVPR 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR 2016
Online Collaborative Learning for Open-Vocabulary Visual Classifiers CVPR 2016
Joint Optimization of Denoising Autoencoder and DNN Acoustic Model Based on Multi-Target Learning for Noisy Speech Recognition INTERSPEECH 2016
Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution CVPR 2016
Keystroke dynamics as signal for shallow syntactic parsing COLING 2016
Integrated perception with recurrent multi-task neural networks NIPS 2016
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016
Embedding Label Structures for Fine-Grained Feature Representation CVPR 2016
Saliency Unified: A Deep Architecture for Simultaneous Eye Fixation Prediction and Salient Object Segmentation CVPR 2016
Curriculum Learning of Multiple Tasks CVPR 2015
Deeply Learned Attributes for Crowded Scene Understanding CVPR 2015
Multi-Task Deep Visual-Semantic Embedding for Video Thumbnail Selection CVPR 2015
Multi-Objective Convolutional Learning for Face Labeling CVPR 2015
Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach CVPR 2015
Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification CVPR 2015
Learning Semantic Relationships for Better Action Retrieval in Images CVPR 2015
Rotating Your Face Using Multi-Task Deep Neural Network CVPR 2015
Learning Multiple Visual Tasks While Discovering Their Structure CVPR 2015
Pedestrian Detection Aided by Deep Learning Semantic Tasks CVPR 2015
Two-Stream Convolutional Networks for Action Recognition in Videos NIPS 2014
Decorrelating Semantic Visual Attributes by Resisting the Urge to Share CVPR 2014
Deep Joint Task Learning for Generic Object Extraction NIPS 2014
QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models NIPS 2014
Robust Scale Estimation in Real-Time Monocular SFM for Autonomous Driving CVPR 2014