Transfer Learning

AdaBet: Gradient-free Layer Selection for Efficient Training of Deep Neural Networks CVPR 2026 Addressing Exacerbated Attention Sink for Source-Free Cross-Domain Few-Shot Learning CVPR 2026 Affordance-First Decomposition for Continual Learning in Video-Language Understanding CVPR 2026 A Unified Framework for Knowledge Transfer in Bidirectional Model Scaling CVPR 2026 Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation CVPR 2026 CanKD: Cross-Attention-based Non-local Operation for Feature-based Knowledge Distillation WACV 2026 Contrasting Local and Global Modeling with Machine Learning and Satellite Data: A Case Study Estimating Tree Canopy Height in African Savannas JMLR 2026 Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026 Deepfake Detection that Generalizes Across Benchmarks WACV 2026 Deep Learning Based Emboli Detection Using Ultrasound Doppler Imaging MIDL 2026 Disentangling Linguistic Relatedness from Task Alignment in Cross-Lingual Transfer ACL 2026 Doubly Debiased Robust Subsampling for Transfer Learning JMLR 2026 EEGiT: Teaching Vision Transformers to Understand the EEG signal CVPR 2026 Enhancing Accuracy in Generative Models via Knowledge Transfer JMLR 2026 FINE: Factorizing Knowledge for Initialization of Variable-sized Diffusion Models CVPR 2026 From Static to Dynamic: Exploring Self-supervised Image-to-Video Representation Transfer Learning CVPR 2026 High-dimensional Parameter Transfer With Fused-Regularizer JMLR 2026 High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization WACV 2026 Improving Animal Pose Estimation through Species Similarity Measures and Rigorous Label Definition WACV 2026 Learning from Oblivion: Predicting Knowledge-Overflowed Weights via Retrodiction of Forgetting CVPR 2026 Learning to Learn Weight Generation via Local Consistency Diffusion CVPR 2026 MAFM3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI WACV 2026 Modular Monolingual Adaptation using Pretrained Language Models ACL 2026 NeuroSeg Meets DINOv3: Transferring 2D Self-Supervised Visual Priors to 3D Neuron Segmentation via DINOv3 Initialization CVPR 2026 Overcoming Fine-Grained Visual Challenges in Animal Re-Identification via Semantic Feature Alignment WACV 2026