Learning Paradigms

Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning EACL 2021 Domain General Face Forgery Detection by Learning to Weight AAAI 2021 Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions NeurIPS 2021 DynaVSR: Dynamic Adaptive Blind Video Super-Resolution WACV 2021 Edit Distance Based Curriculum Learning for Paraphrase Generation ACL 2021 Effective Meta-Regularization by Kernelized Proximal Regularization NeurIPS 2021 Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021 Ensemble Attention Distillation for Privacy-Preserving Federated Learning ICCV 2021 Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning L4DC 2021 Evaluating Meta-Reinforcement Learning through a HVAC Control Benchmark (Student Abstract) AAAI 2021 Evolving Search Space for Neural Architecture Search ICCV 2021 Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021 Exploiting a Zoo of Checkpoints for Unseen Tasks NeurIPS 2021 Exploiting Curriculum Learning in Unsupervised Neural Machine Translation EMNLP 2021 Exploiting Domain-Specific Features to Enhance Domain Generalization NeurIPS 2021 Exploiting Shared Representations for Personalized Federated Learning ICML 2021 Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning AAAI 2021 Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021 FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection JMLR 2021 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021 Federated Composite Optimization ICML 2021 Federated Continual Learning with Weighted Inter-client Transfer ICML 2021 Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity ICML 2021 Federated f-Differential Privacy AISTATS 2021 Federated Graph Classification over Non-IID Graphs NeurIPS 2021