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Meta-Learning

218 directly classified papers

Papers per year

Papers

Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning NIPS 2024
Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration NIPS 2024
Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World CVPR 2024
MetaRLEC: Meta-Reinforcement Learning for Discovery of Brain Effective Connectivity AAAI 2024
Test-Time Personalization with Meta Prompt for Gaze Estimation AAAI 2024
Discovering plasticity rules that organize and maintain neural circuits NIPS 2024
Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024
AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training ACL 2024
Meta Compositional Referring Expression Segmentation CVPR 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning ACL 2023
Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation ACL 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL 2023
Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning AAAI 2023
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning CVPR 2023
AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023
Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams AAAI 2023
CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023
MetaViewer: Towards a Unified Multi-View Representation CVPR 2023
Generalizable Implicit Neural Representations via Instance Pattern Composers CVPR 2023
Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023
Learning to Learn Better for Video Object Segmentation AAAI 2023
Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection AAAI 2023
Robust Graph Meta-Learning via Manifold Calibration with Proxy Subgraphs AAAI 2023
Domain-General Crowd Counting in Unseen Scenarios AAAI 2023