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Transfer Learning

8,078 papers

Papers per year

Papers

Diffused Redundancy in Pre-trained Representations NIPS 2023
Efficient Equivariant Transfer Learning from Pretrained Models NIPS 2023
Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms NIPS 2023
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression NIPS 2023
Common Ground in Cooperative Communication NIPS 2023
Formalizing locality for normative synaptic plasticity models NIPS 2023
SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning NIPS 2023
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference NIPS 2023
Towards Accelerated Model Training via Bayesian Data Selection NIPS 2023
Spectral Co-Distillation for Personalized Federated Learning NIPS 2023
Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization NIPS 2023
AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity NIPS 2023
On Learning Latent Models with Multi-Instance Weak Supervision NIPS 2023
Combining Behaviors with the Successor Features Keyboard NIPS 2023
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning NIPS 2023
Graph Denoising Diffusion for Inverse Protein Folding NIPS 2023
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation NIPS 2023
No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand NIPS 2023
Fast Trainable Projection for Robust Fine-tuning NIPS 2023
Joint Data-Task Generation for Auxiliary Learning NIPS 2023
Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests NIPS 2023
Model Spider: Learning to Rank Pre-Trained Models Efficiently NIPS 2023
Not All Out-of-Distribution Data Are Harmful to Open-Set Active Learning NIPS 2023
DSR: Dynamical Surface Representation as Implicit Neural Networks for Protein NIPS 2023
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates NIPS 2023