negative transfer

Learning Conflict-Noticed Architecture for Multi-Task Learning AAAI 2023 Learning to Group Auxiliary Datasets for Molecule NeurIPS 2023 Mitigating Negative Transfer in Multi-Task Learning with Exponential Moving Average Loss Weighting Strategies (Student Abstract) AAAI 2023 MOT: Masked Optimal Transport for Partial Domain Adaptation CVPR 2023 Optimizing the Collaboration Structure in Cross-Silo Federated Learning ICML 2023 PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023 Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation WACV 2023 Task-customized Masked Autoencoder via Mixture of Cluster-conditional Experts ICLR 2023 Typology Guided Multilingual Position Representations: Case on Dependency Parsing ACL 2023 When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP ACL 2023 Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? EMNLP 2022 Feature Distribution Matching for Federated Domain Generalization ACML 2022 How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL 2022 RotoGrad: Gradient Homogenization in Multitask Learning ICLR 2022 Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning ICLR 2022 Subsidiary Prototype Alignment for Universal Domain Adaptation NeurIPS 2022 AFEC: Active Forgetting of Negative Transfer in Continual Learning NeurIPS 2021 Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021 Deep Reinforcement Learning Boosted Partial Domain Adaptation IJCAI 2021 Dynamic Weighted Learning for Unsupervised Domain Adaptation CVPR 2021 KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation ICML 2021 Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? EMNLP 2021 On the Hidden Negative Transfer in Sequential Transfer Learning for Domain Adaptation from News to Tweets EACL 2021 Partial Video Domain Adaptation With Partial Adversarial Temporal Attentive Network ICCV 2021 Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) AAAI 2021