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Transfer Learning

3884 directly classified papers

Papers per year

Papers

DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles CVPR 2025
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective CVPR 2025
Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning ICCV 2025
EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based Vision ICCV 2025
ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads ICCV 2025
Diving into the Fusion of Monocular Priors for Generalized Stereo Matching ICCV 2025
EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models ICCV 2025
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025
TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation ICCV 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025
Perspective-Aware Teaching: Adapting Knowledge for Heterogeneous Distillation ICCV 2025
MV-Adapter: Multi-View Consistent Image Generation Made Easy ICCV 2025
G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion ICCV 2025
VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs EMNLP 2025
Hybrid-Tower: Fine-grained Pseudo-query Interaction and Generation for Text-to-Video Retrieval ICCV 2025
SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications ICCV 2025
A Good Teacher Adapts Their Knowledge for Distillation ICCV 2025
EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing EMNLP 2025
JHU WMT 2025 CreoleMT System Description: Data for Belizean Kriol and French Guianese Creole MT EMNLP 2025
ANVITA : A Multi-pronged Approach for Enhancing Machine Translation of Extremely Low-Resource Indian Languages EMNLP 2025
A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025
Minimal Interaction Seperated Tuning: A New Paradigm for Visual Adaptation CVPR 2025
Shawarma Chats: A Benchmark Exact Dialogue & Evaluation Platter in Egyptian, Maghrebi & Modern Standard Arabic—A Triple-Dialect Feast for Hungry Language Models EMNLP 2025