| Solving the Same-Different Task with Convolutional Neural Networks | Jan 22, 2021 | Overall - TestZero-shot Generalization | —Unverified | 0 |
| Zero-shot Generalization in Dialog State Tracking through Generative Question Answering | Jan 20, 2021 | dialog state trackingDomain Adaptation | —Unverified | 0 |
| Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning | Jan 19, 2021 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 |
| Grounding Language to Entities for Generalization in Reinforcement Learning | Jan 1, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Robust Imitation via Decision-Time Planning | Jan 1, 2021 | Imitation Learningreinforcement-learning | —Unverified | 0 |
| A Coach-Player Framework for Dynamic Team Composition | Jan 1, 2021 | Zero-shot Generalization | —Unverified | 0 |
| Learning to Compose Hierarchical Object-Centric Controllers for Robotic Manipulation | Nov 9, 2020 | Objectreinforcement-learning | —Unverified | 0 |
| Generalization to New Actions in Reinforcement Learning | Nov 3, 2020 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Do We Need to Create Big Datasets to Learn a Task? | Nov 1, 2020 | Zero-shot Generalization | —Unverified | 0 |
| Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning | Oct 26, 2020 | ClusteringModel-based Reinforcement Learning | CodeCode Available | 1 |
| STAR: A Schema-Guided Dialog Dataset for Transfer Learning | Oct 22, 2020 | Transfer LearningZero-shot Generalization | CodeCode Available | 1 |
| Learning Quadrupedal Locomotion over Challenging Terrain | Oct 21, 2020 | Zero-shot Generalization | CodeCode Available | 1 |
| An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels | Oct 4, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks and Autoregressive Policy Decomposition | Sep 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| RD-GAN: Few/Zero-Shot Chinese Character Style Transfer via Radical Decomposition and Rendering | Aug 1, 2020 | Style TransferZero-shot Generalization | —Unverified | 0 |
| The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning | Jul 8, 2020 | Zero-shot Generalization | CodeCode Available | 1 |
| Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup | Jul 1, 2020 | General ClassificationManagement | CodeCode Available | 1 |
| Relational reasoning and generalization using non-symbolic neural networks | Jun 14, 2020 | Relational ReasoningZero-shot Generalization | CodeCode Available | 0 |
| Learning the Travelling Salesperson Problem Requires Rethinking Generalization | Jun 12, 2020 | Combinatorial OptimizationTransfer Learning | CodeCode Available | 1 |
| Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas | Jun 1, 2020 | MinecraftMulti-Task Learning | CodeCode Available | 1 |
| Unifying Few- and Zero-Shot Egocentric Action Recognition | May 27, 2020 | Action RecognitionBenchmarking | —Unverified | 0 |
| Program Guided Agent | May 1, 2020 | MinecraftZero-shot Generalization | —Unverified | 0 |
| Schema-Guided Dialogue State Tracking Task at DSTC8 | Feb 2, 2020 | Data AugmentationDialogue State Tracking | CodeCode Available | 1 |
| Rotation, Translation, and Cropping for Zero-Shot Generalization | Jan 27, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Towards Practical Multi-Object Manipulation using Relational Reinforcement Learning | Dec 23, 2019 | Objectreinforcement-learning | CodeCode Available | 0 |
