Learning Paradigms

Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning AAAI 2022 LAMP: Extracting Text from Gradients with Language Model Priors NeurIPS 2022 Language Acquisition through Intention Reading and Pattern Finding COLING 2022 Layer-Wised Model Aggregation for Personalized Federated Learning CVPR 2022 LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification NAACL 2022 Leaping through Time with Gradient-Based Adaptation for Recommendation AAAI 2022 Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022 Learngene: From Open-World to Your Learning Task AAAI 2022 Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks AAAI 2022 Learning and Exploiting Progress States in Greedy Best-First Search IJCAI 2022 Learning Expressive Meta-Representations with Mixture of Expert Neural Processes NeurIPS 2022 Learning meta-features for AutoML ICLR 2022 Learning Not to Learn: Nature versus Nurture In Silico AAAI 2022 Learning Prototype-oriented Set Representations for Meta-Learning ICLR 2022 Learning Tensor Representations for Meta-Learning AISTATS 2022 Learning to Adapt to Low-Resource Paraphrase Generation EMNLP 2022 Learning to Attack Federated Learning: A Model-based Reinforcement Learning Attack Framework NeurIPS 2022 Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022 Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees L4DC 2022 Learning to Detect Noisy Labels Using Model-Based Features EMNLP 2022 Learning to Evolve on Dynamic Graphs (Student Abstract) AAAI 2022 Learning to Find Proofs and Theorems by Learning to Refine Search Strategies: The Case of Loop Invariant Synthesis NeurIPS 2022 Learning to Generalize across Domains on Single Test Samples ICLR 2022 Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations IJCAI 2022 Learning To Learn Across Diverse Data Biases in Deep Face Recognition CVPR 2022