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Transfer Learning

8,158 papers

Papers per year

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Papers

CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NIPS 2022
Meta-Learning Dynamics Forecasting Using Task Inference NIPS 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation NIPS 2022
On-Device Training Under 256KB Memory NIPS 2022
Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning NIPS 2022
OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training NIPS 2022
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos NIPS 2022
Visual Prompting via Image Inpainting NIPS 2022
A Neural Corpus Indexer for Document Retrieval NIPS 2022
Learn what matters: cross-domain imitation learning with task-relevant embeddings NIPS 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning NIPS 2022
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning NIPS 2022
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics NIPS 2022
Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors NIPS 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NIPS 2022
NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification NIPS 2022
CUP: Critic-Guided Policy Reuse NIPS 2022
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors NIPS 2022
Active Learning Helps Pretrained Models Learn the Intended Task NIPS 2022
Knowledge Distillation: Bad Models Can Be Good Role Models NIPS 2022
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress NIPS 2022
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization NIPS 2022
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation NIPS 2022
Post-hoc estimators for learning to defer to an expert NIPS 2022
Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior NIPS 2022