| AnyMorph: Learning Transferable Polices By Inferring Agent Morphology | Jun 17, 2022 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Language Models are General-Purpose Interfaces | Jun 13, 2022 | Causal Language ModelingFew-Shot Learning | —Unverified | 0 |
| Transductive CLIP with Class-Conditional Contrastive Learning | Jun 13, 2022 | Contrastive LearningPseudo Label | —Unverified | 0 |
| Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning | Jun 12, 2022 | Continual LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| GAMR: A Guided Attention Model for (visual) Reasoning | Jun 10, 2022 | modelVisual Reasoning | CodeCode Available | 0 |
| RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning | Jun 2, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting | May 31, 2022 | Decision MakingInductive Bias | —Unverified | 0 |
| Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts | May 25, 2022 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 0 |
| Multimodal Knowledge Alignment with Reinforcement Learning | May 25, 2022 | Audio captioningLanguage Modeling | CodeCode Available | 1 |
| Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering | May 2, 2022 | DecoderImage Captioning | —Unverified | 0 |
| What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? | Apr 12, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue | Apr 8, 2022 | Dialogue State TrackingZero-shot Generalization | —Unverified | 0 |
| Imitating, Fast and Slow: Robust learning from demonstrations via decision-time planning | Apr 7, 2022 | Imitation Learningreinforcement-learning | —Unverified | 0 |
| MetaMorph: Learning Universal Controllers with Transformers | Mar 22, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization | Feb 26, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Inference of Affordances and Active Motor Control in Simulated Agents | Feb 23, 2022 | Zero-shot Generalization | —Unverified | 0 |
| Do Transformers know symbolic rules, and would we know if they did? | Feb 19, 2022 | Zero-shot Generalization | —Unverified | 0 |
| Factored World Models for Zero-Shot Generalization in Robotic Manipulation | Feb 10, 2022 | Heuristic SearchObject | CodeCode Available | 0 |
| Contextualize Me -- The Case for Context in Reinforcement Learning | Feb 9, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization | Jan 18, 2022 | Zero-shot GeneralizationZero-Shot Learning | —Unverified | 0 |
| CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form Extraction | Dec 25, 2021 | FormLanguage Modelling | CodeCode Available | 0 |
| Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization | Dec 17, 2021 | Domain GeneralizationZero-shot Generalization | CodeCode Available | 0 |
| Zero-shot Audio Source Separation through Query-based Learningfrom Weakly-labeled Data | Dec 15, 2021 | Audio Source SeparationEvent Detection | —Unverified | 0 |
| Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data | Dec 15, 2021 | Audio Source SeparationAudio Tagging | CodeCode Available | 1 |
| Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions | Nov 29, 2021 | Contrastive LearningDecision Making | —Unverified | 0 |
