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Transfer Learning

8,078 papers

Papers per year

Papers

Provable Partially Observable Reinforcement Learning with Privileged Information NIPS 2024
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning NIPS 2024
Cross-modal Representation Flattening for Multi-modal Domain Generalization NIPS 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NIPS 2024
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models NIPS 2024
Stress-Testing Capability Elicitation With Password-Locked Models NIPS 2024
Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data NIPS 2024
Continual Learning with Global Alignment NIPS 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction NIPS 2024
Learning to Assist Humans without Inferring Rewards NIPS 2024
Marrying Causal Representation Learning with Dynamical Systems for Science NIPS 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NIPS 2024
Automatically Learning Hybrid Digital Twins of Dynamical Systems NIPS 2024
Poseidon: Efficient Foundation Models for PDEs NIPS 2024
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning NIPS 2024
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus NIPS 2024
GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields NIPS 2024
Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models NIPS 2024
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
Set-based Neural Network Encoding Without Weight Tying NIPS 2024
Expanding Sparse Tuning for Low Memory Usage NIPS 2024
Robust Fine-tuning of Zero-shot Models via Variance Reduction NIPS 2024
DevBench: A multimodal developmental benchmark for language learning NIPS 2024
Multi-modal Transfer Learning between Biological Foundation Models NIPS 2024
Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL NIPS 2024