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Transfer Learning

8,078 papers

Papers per year

Papers

SoTTA: Robust Test-Time Adaptation on Noisy Data Streams NIPS 2023
Two-Stage Predict+Optimize for MILPs with Unknown Parameters in Constraints NIPS 2023
Parameter-efficient Tuning of Large-scale Multimodal Foundation Model NIPS 2023
To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning NIPS 2023
Full-Atom Protein Pocket Design via Iterative Refinement NIPS 2023
Scalarization for Multi-Task and Multi-Domain Learning at Scale NIPS 2023
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions NIPS 2023
Transfer Learning with Affine Model Transformation NIPS 2023
Neural Lad: A Neural Latent Dynamics Framework for Times Series Modeling NIPS 2023
Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective NIPS 2023
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing NIPS 2023
Pengi: An Audio Language Model for Audio Tasks NIPS 2023
Inverse Preference Learning: Preference-based RL without a Reward Function NIPS 2023
Segment Everything Everywhere All at Once NIPS 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs NIPS 2023
Nearest Neighbour with Bandit Feedback NIPS 2023
Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings NIPS 2023
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations NIPS 2023
Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions NIPS 2023
Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction NIPS 2023
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation NIPS 2023
Addressing Negative Transfer in Diffusion Models NIPS 2023
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information NIPS 2023
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NIPS 2023
Semi-Supervised Domain Generalization with Known and Unknown Classes NIPS 2023