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Transfer Learning

4,848 papers

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Papers

Multicoated Supermasks Enhance Hidden Networks ICML 2022
Zero-shot AutoML with Pretrained Models ICML 2022
A new similarity measure for covariate shift with applications to nonparametric regression ICML 2022
The Teaching Dimension of Regularized Kernel Learners ICML 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ICML 2022
Multirate Training of Neural Networks ICML 2022
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond ICML 2022
Provable Domain Generalization via Invariant-Feature Subspace Recovery ICML 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ICML 2022
Thompson Sampling for Robust Transfer in Multi-Task Bandits ICML 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time ICML 2022
DAVINZ: Data Valuation using Deep Neural Networks at Initialization ICML 2022
A Difference Standardization Method for Mutual Transfer Learning ICML 2022
Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity ICML 2022
A Study of Face Obfuscation in ImageNet ICML 2022
Position Prediction as an Effective Pretraining Strategy ICML 2022
Transfer Learning Based Adaptive Automated Negotiating Agent Framework IJCAI 2022
Semantic Compression Embedding for Generative Zero-Shot Learning IJCAI 2022
Dynamic Domain Generalization IJCAI 2022
CrowdFormer: An Overlap Patching Vision Transformer for Top-Down Crowd Counting IJCAI 2022
Learning Prototype via Placeholder for Zero-shot Recognition IJCAI 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Distilling Inter-Class Distance for Semantic Segmentation IJCAI 2022
Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022