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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning IJCAI 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025
An Empirical Study of Federated Prompt Learning for Vision Language Model IJCAI 2025
Improving Accuracy and Generalization for Efficient Visual Tracking WACV 2025
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices WACV 2025
Diving into the Fusion of Monocular Priors for Generalized Stereo Matching ICCV 2025
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets WACV 2025
Geometric Alignment and Prior Modulation for View-Guided Point Cloud Completion on Unseen Categories ICCV 2025
Closing the Domain Gap in Manga Colorization via Aligned Paired Dataset WACV 2025
D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025
Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting ICCV 2025
PHATNet: A Physics-guided Haze Transfer Network for Domain-adaptive Real-world Image Dehazing ICCV 2025
Diagnosing Pretrained Models for Out-of-distribution Detection ICCV 2025
EmbodiedSplat: Personalized Real-to-Sim-to-Real Navigation with Gaussian Splats from a Mobile Device ICCV 2025
Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP ICCV 2025
SemiVisBooster: Boosting Semi-Supervised Learning for Fine-Grained Classification through Pseudo-Label Semantic Guidance ICCV 2025
MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025
TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation ICCV 2025
Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation CVPR 2025
Understanding Personal Concept in Open-Vocabulary Semantic Segmentation ICCV 2025
GOAL: Global-local Object Alignment Learning CVPR 2025
Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning ICCV 2025
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025