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Transfer Learning

8,078 papers

Papers per year

Papers

Your representations are in the network: composable and parallel adaptation for large scale models NIPS 2023
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation NIPS 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data NIPS 2023
Transfer learning for atomistic simulations using GNNs and kernel mean embeddings NIPS 2023
Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice NIPS 2023
Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning NIPS 2023
Foundation Model is Efficient Multimodal Multitask Model Selector NIPS 2023
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NIPS 2023
Learning and processing the ordinal information of temporal sequences in recurrent neural circuits NIPS 2023
UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures NIPS 2023
Unpaired Multi-Domain Causal Representation Learning NIPS 2023
Mixed-Initiative Multiagent Apprenticeship Learning for Human Training of Robot Teams NIPS 2023
Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM NIPS 2023
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning NIPS 2023
Mixed Samples as Probes for Unsupervised Model Selection in Domain Adaptation NIPS 2023
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation NIPS 2023
Counterfactual Memorization in Neural Language Models NIPS 2023
Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning NIPS 2023
Score-based Data Assimilation NIPS 2023
Sharp Bounds for Generalized Causal Sensitivity Analysis NIPS 2023
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models NIPS 2023
Doubly-Robust Self-Training NIPS 2023
Active Learning-Based Species Range Estimation NIPS 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone NIPS 2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NIPS 2023