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Transfer Learning

3,884 papers

Papers per year

Papers

Optimizing the Collaboration Structure in Cross-Silo Federated Learning ICML 2023
Model Transferability with Responsive Decision Subjects ICML 2023
Lifelong Language Pretraining with Distribution-Specialized Experts ICML 2023
Why Is Public Pretraining Necessary for Private Model Training? ICML 2023
RLSbench: Domain Adaptation Under Relaxed Label Shift ICML 2023
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023
For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal ICML 2023
Efficient Training of Language Models using Few-Shot Learning ICML 2023
Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions ICML 2023
Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023
IncDSI: Incrementally Updatable Document Retrieval ICML 2023
Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models? ICML 2023
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption ICML 2023
Internet Explorer: Targeted Representation Learning on the Open Web ICML 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models ICML 2023
Causal Structure Learning for Latent Intervened Non-stationary Data ICML 2023
Taxonomy-Structured Domain Adaptation ICML 2023
Which Invariance Should We Transfer? A Causal Minimax Learning Approach ICML 2023
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning ICML 2023
Effectively Using Public Data in Privacy Preserving Machine Learning ICML 2023
Flash: Concept Drift Adaptation in Federated Learning ICML 2023
HyperTuning: Toward Adapting Large Language Models without Back-propagation ICML 2023
Test-time Adaptation with Slot-Centric Models ICML 2023
Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels ICML 2023
Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization ICML 2023