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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System AAAI 2024
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024
Analyzing the Domain Shift Immunity of Deep Homography Estimation WACV 2024
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models NIPS 2024
DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024
Map It Anywhere: Empowering BEV Map Prediction using Large-scale Public Datasets NIPS 2024
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding AAAI 2024
MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024
DTL: Disentangled Transfer Learning for Visual Recognition AAAI 2024
Adaptive Domain Learning for Cross-domain Image Denoising NIPS 2024
Letting 3D Guide the Way: 3D Guided 2D Few-Shot Image Classification WACV 2024
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives CVPR 2024
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models NIPS 2024
The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024
Segment and Caption Anything CVPR 2024
VkD: Improving Knowledge Distillation using Orthogonal Projections CVPR 2024
GLID: Pre-training a Generalist Encoder-Decoder Vision Model CVPR 2024
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training CVPR 2024
Stochastic Binary Network for Universal Domain Adaptation WACV 2024
Construct to Associate: Cooperative Context Learning for Domain Adaptive Point Cloud Segmentation CVPR 2024
Learning Diffusion Texture Priors for Image Restoration CVPR 2024
SimDA: Simple Diffusion Adapter for Efficient Video Generation CVPR 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024