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Transfer Learning

8,078 papers

Papers per year

Papers

FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models NIPS 2024
WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena NIPS 2024
Linear Causal Representation Learning from Unknown Multi-node Interventions NIPS 2024
DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release NIPS 2024
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases NIPS 2024
Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search NIPS 2024
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models NIPS 2024
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NIPS 2024
Are Self-Attentions Effective for Time Series Forecasting? NIPS 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting NIPS 2024
Instructor-inspired Machine Learning for Robust Molecular Property Prediction NIPS 2024
Understanding the Transferability of Representations via Task-Relatedness NIPS 2024
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network NIPS 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery NIPS 2024
Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance NIPS 2024
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation NIPS 2024
Unlocking the Potential of Global Human Expertise NIPS 2024
Multiple Physics Pretraining for Spatiotemporal Surrogate Models NIPS 2024
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents NIPS 2024
Learning from Offline Foundation Features with Tensor Augmentations NIPS 2024
Newton Informed Neural Operator for Solving Nonlinear Partial Differential Equations NIPS 2024
EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing NIPS 2024
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion NIPS 2024
Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy NIPS 2024
Cross-Device Collaborative Test-Time Adaptation NIPS 2024