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Multi-Task Learning

2,582 papers

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Papers

Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective ICCV 2021
Multitask AET With Orthogonal Tangent Regularity for Dark Object Detection ICCV 2021
Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning ICCV 2021
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation ICCV 2021
VideoLT: Large-Scale Long-Tailed Video Recognition ICCV 2021
Learning With Privileged Tasks ICCV 2021
Task Switching Network for Multi-Task Learning ICCV 2021
The Logical Options Framework ICML 2021
Demonstration-Conditioned Reinforcement Learning for Few-Shot Imitation ICML 2021
What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? ICML 2021
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021
Multi-Dimensional Classification via Sparse Label Encoding ICML 2021
Prioritized Level Replay ICML 2021
Improving Predictors via Combination Across Diverse Task Categories ICML 2021
Revisiting Peng’s Q($λ$) for Modern Reinforcement Learning ICML 2021
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021
Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition ICML 2021
Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021
Multi-Task Reinforcement Learning with Context-based Representations ICML 2021
LTL2Action: Generalizing LTL Instructions for Multi-Task RL ICML 2021
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021
Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation ICML 2021
Temporally Correlated Task Scheduling for Sequence Learning ICML 2021
Federated Continual Learning with Weighted Inter-client Transfer ICML 2021
Matchings with Group Fairness Constraints: Online and Offline Algorithms IJCAI 2021