Meta-Learning

Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices ICML 2021 Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP NeurIPS 2021 DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes With Biharmonic Coordinates CVPR 2021 Discovering Generalizable Skills via Automated Generation of Diverse Tasks RSS 2021 Discovery of Options via Meta-Learned Subgoals NeurIPS 2021 Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media NeurIPS 2021 Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP EMNLP 2021 Domain General Face Forgery Detection by Learning to Weight AAAI 2021 DrNAS: Dirichlet Neural Architecture Search ICLR 2021 Dynamic population-based meta-learning for multi-agent communication with natural language NeurIPS 2021 Effective Meta-Regularization by Kernelized Proximal Regularization NeurIPS 2021 Efficient Learning of Discrete-Continuous Computation Graphs NeurIPS 2021 Emotional RobBERT and Insensitive BERTje: Combining Transformers and Affect Lexica for Dutch Emotion Detection EACL 2021 Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) AAAI 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 EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization NeurIPS 2021 Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021 Exploiting Domain-Specific Features to Enhance Domain Generalization NeurIPS 2021 Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning ICML 2021 Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning AAAI 2021 Fast Adaptation with Linearized Neural Networks AISTATS 2021 Fast and Efficient Locomotion via Learned Gait Transitions CoRL 2021 Fast And Slow Learning Of Recurrent Independent Mechanisms ICLR 2021 Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021