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Artificial Intelligence
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Learning Paradigms
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Transfer Learning
8,078 papers
Papers per year
2002: 2
2003: 1
2005: 3
2006: 5
2007: 12
2008: 7
2009: 7
2010: 16
2011: 15
2012: 13
2013: 35
2014: 32
2015: 40
2016: 72
2017: 149
2018: 341
2019: 619
2020: 711
2021: 992
2022: 980
2023: 1182
2024: 1282
2025: 1254
2026: 308
Papers
MMVP: A Multimodal MoCap Dataset with Vision and Pressure Sensors
CVPR 2024
Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods
CVPR 2024
Scaling Laws for Data Filtering-- Data Curation cannot be Compute Agnostic
CVPR 2024
PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees
CVPR 2024
Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning
CVPR 2024
GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image
CVPR 2024
Improved Self-Training for Test-Time Adaptation
CVPR 2024
Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names
CVPR 2024
TE-TAD: Towards Full End-to-End Temporal Action Detection via Time-Aligned Coordinate Expression
CVPR 2024
ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and Spotting
CVPR 2024
SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World
CVPR 2024
Scaling Laws of Synthetic Images for Model Training ... for Now
CVPR 2024
Semantics-aware Motion Retargeting with Vision-Language Models
CVPR 2024
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer
CVPR 2024
LEAD: Exploring Logit Space Evolution for Model Selection
CVPR 2024
SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers
CVPR 2024
TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model
CVPR 2024
VidLA: Video-Language Alignment at Scale
CVPR 2024
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions
CVPR 2024
Model Inversion Robustness: Can Transfer Learning Help?
CVPR 2024
Memory-based Adapters for Online 3D Scene Perception
CVPR 2024
Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning
CVPR 2024
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models
CVPR 2024
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval
CVPR 2024
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
CVPR 2024
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