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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

Open-World Object Manipulation using Pre-Trained Vision-Language Models CORL 2023
SAR: Generalization of Physiological Dexterity via Synergistic Action Representation RSS 2023
Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV ICCV 2023
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image ICCV 2023
Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition INTERSPEECH 2023
Crosslingual Generalization through Multitask Finetuning ACL 2023
Deeply Coupled Cross-Modal Prompt Learning ACL 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023
Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction CVPR 2023
Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels NIPS 2023
Achieving Cross Modal Generalization with Multimodal Unified Representation NIPS 2023
Mutual-Information Regularized Multi-Agent Policy Iteration NIPS 2023
Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization NIPS 2023
Learning Compositional Tasks from Language Instructions AAAI 2023
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers ACL 2023
Gradient Ascent Post-training Enhances Language Model Generalization ACL 2023
Detecting Everything in the Open World: Towards Universal Object Detection CVPR 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization EMNLP 2023
Objaverse-XL: A Universe of 10M+ 3D Objects NIPS 2023
Learning General World Models in a Handful of Reward-Free Deployments NIPS 2022
Compositional generalization through abstract representations in human and artificial neural networks NIPS 2022
MAgNet: Mesh Agnostic Neural PDE Solver NIPS 2022
Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts EMNLP 2022
What Language Model to Train if You Have One Million GPU Hours? EMNLP 2022