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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

Cross-Domain Recommendation: Challenges, Progress, and Prospects IJCAI 2021
Regularising Knowledge Transfer by Meta Functional Learning IJCAI 2021
Differentially Private Correlation Alignment for Domain Adaptation IJCAI 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021
Inter-Task Similarity for Lifelong Reinforcement Learning in Heterogeneous Tasks IJCAI 2021
Towards Learning Spatially Discriminative Feature Representations ICCV 2021
Towards Novel Target Discovery Through Open-Set Domain Adaptation ICCV 2021
Dual Transfer Learning for Event-Based End-Task Prediction via Pluggable Event to Image Translation ICCV 2021
Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator ICCV 2021
SE(3)-equivariant prediction of molecular wavefunctions and electronic densities NIPS 2021
Improving Transferability of Representations via Augmentation-Aware Self-Supervision NIPS 2021
Exploiting a Zoo of Checkpoints for Unseen Tasks NIPS 2021
Revisiting ResNets: Improved Training and Scaling Strategies NIPS 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning NIPS 2021
Adversarial Training Helps Transfer Learning via Better Representations NIPS 2021
On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources NIPS 2021
Densely Guided Knowledge Distillation Using Multiple Teacher Assistants ICCV 2021
Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning ICCV 2021
TransferI2I: Transfer Learning for Image-to-Image Translation From Small Datasets ICCV 2021
Shape-Biased Domain Generalization via Shock Graph Embeddings ICCV 2021
KoDF: A Large-Scale Korean DeepFake Detection Dataset ICCV 2021
Generalizing Gaze Estimation With Outlier-Guided Collaborative Adaptation ICCV 2021
Improve Unsupervised Pretraining for Few-Label Transfer ICCV 2021
Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021
Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift ICCV 2021