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zero-shot generalization

194 papers

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Co-occurring keywords

zero-shot learning (3650) large language model (13587) vision-language model (2348) reinforcement learning (4352) transfer learning (5449) depth estimation (1542) monocular depth estimation (203) diffusion model (3751) instruction tuning (838) prompt learning (432)

Papers

Reinforcement Learning of Implicit and Explicit Control Flow Instructions ICML 2021
Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021
Does language help generalization in vision models? EMNLP 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL 2021
Single-dataset Experts for Multi-dataset Question Answering EMNLP 2021
Learning To Recover 3D Scene Shape From a Single Image CVPR 2021
Learning Generalizable Robotic Reward Functions from “In-The-Wild” Human Videos RSS 2021
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset AAAI 2020
Robot Object Retrieval with Contextual Natural Language Queries RSS 2020
Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning NIPS 2020
Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration NIPS 2020
Generalization to New Actions in Reinforcement Learning ICML 2020
Learning to Compose Hierarchical Object-Centric Controllers for Robotic Manipulation CORL 2020
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup ACL 2020
Referring Expression Generation Using Entity Profiles IJCNLP 2019
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning NIPS 2019
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NIPS 2018
Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks ICML 2018