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Transfer Learning

8,166 papers

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Papers

CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training ICCV 2023
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge ICCV 2023
Video State-Changing Object Segmentation ICCV 2023
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning ICCV 2023
Leveraging SE(3) Equivariance for Learning 3D Geometric Shape Assembly ICCV 2023
Self-regulating Prompts: Foundational Model Adaptation without Forgetting ICCV 2023
One-Shot Generative Domain Adaptation ICCV 2023
Grounded Entity-Landmark Adaptive Pre-Training for Vision-and-Language Navigation ICCV 2023
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models ICCV 2023
Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose Estimation ICCV 2023
See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data ICCV 2023
Distilling from Similar Tasks for Transfer Learning on a Budget ICCV 2023
Class-relation Knowledge Distillation for Novel Class Discovery ICCV 2023
Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction ICCV 2023
Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose Estimation ICCV 2023
Unsupervised 3D Perception with 2D Vision-Language Distillation for Autonomous Driving ICCV 2023
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model ICCV 2023
Localizing Moments in Long Video Via Multimodal Guidance ICCV 2023
How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability ICCV 2023
Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-Trained Vision-Language Models ICCV 2023
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration ICCV 2023
CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation ICCV 2023
Meta OOD Learning For Continuously Adaptive OOD Detection ICCV 2023
Test-time Personalizable Forecasting of 3D Human Poses ICCV 2023
Efficiently Robustify Pre-Trained Models ICCV 2023