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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Decoupling Representation Learning from Reinforcement Learning ICML 2021
Equivariant Learning of Stochastic Fields: Gaussian Processes and Steerable Conditional Neural Processes ICML 2021
Near-Optimal Linear Regression under Distribution Shift ICML 2021
Transfer Learning for Efficient Iterative Safety Validation AAAI 2021
Analogical Proportions: Why They Are Useful in AI IJCAI 2021
Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021
Residential Electric Load Forecasting via Attentive Transfer of Graph Neural Networks IJCAI 2021
How Well Do Self-Supervised Models Transfer? CVPR 2021
Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition CVPR 2021
Generative Hierarchical Features From Synthesizing Images CVPR 2021
Continual Adaptation of Visual Representations via Domain Randomization and Meta-Learning CVPR 2021
Conditional Bures Metric for Domain Adaptation CVPR 2021
Adaptive Consistency Regularization for Semi-Supervised Transfer Learning CVPR 2021
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection CVPR 2021
GAIA: A Transfer Learning System of Object Detection That Fits Your Needs CVPR 2021
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification CVPR 2021
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021
Generalized Few-Shot Object Detection Without Forgetting CVPR 2021
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation CVPR 2021
Transferable Semantic Augmentation for Domain Adaptation CVPR 2021
Rethinking Channel Dimensions for Efficient Model Design CVPR 2021
Re-Labeling ImageNet: From Single to Multi-Labels, From Global to Localized Labels CVPR 2021
The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021
Partial Feature Selection and Alignment for Multi-Source Domain Adaptation CVPR 2021
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021