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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020
Inter-Task Association Critic for Cross-Resolution Person Re-Identification CVPR 2020
An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020
DATNet: Dense Auxiliary Tasks for Object Detection WACV 2020
Graph Networks for Multiple Object Tracking WACV 2020
DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation WACV 2020
Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation WACV 2020
Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to Forget CVPR 2020
Quasi-Multitask Learning: an Efficient Surrogate for Obtaining Model Ensembles EMNLP 2020
Exploring Logically Dependent Multi-task Learning with Causal Inference EMNLP 2020
Composing Good Shots by Exploiting Mutual Relations CVPR 2020
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering EMNLP 2020
Deep Homography Estimation for Dynamic Scenes CVPR 2020
TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling EMNLP 2020
Progressive Relation Learning for Group Activity Recognition CVPR 2020
Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics EMNLP 2020
GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents EMNLP 2020
How Much Time Do You Have? Modeling Multi-Duration Saliency CVPR 2020
Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020
Dynamic Data Selection for Curriculum Learning via Ability Estimation EMNLP 2020
Targeted Fused Ridge Estimation of Inverse Covariance Matrices from Multiple High-Dimensional Data Classes JMLR 2020
Event Extraction as Multi-turn Question Answering EMNLP 2020
Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN CVPR 2020
Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction AAAI 2020
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces CVPR 2020