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Transfer Learning

3884 directly classified papers

Papers per year

Papers

D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025
A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025
DisCuT and DiscReT: MELODI at DISRPT 2025 Multilingual discourse segmentation, connective tagging and relation classification EMNLP 2025
Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025
Scaling, Simplification, and Adaptation: Lessons from Pretraining on Machine-Translated Text EMNLP 2025
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor ICCV 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach CVPR 2025
JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025
MultiMorph: On-demand Atlas Construction CVPR 2025
Identifying and Mitigating Spurious Correlation in Multi-Task Learning CVPR 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation ICCV 2025
Reversible Disentanglement of Meaning and Language Representations from Multilingual Sentence Encoders EMNLP 2025
CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts ICCV 2025
Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025
Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment CVPR 2025
VRM: Knowledge Distillation via Virtual Relation Matching ICCV 2025
Superpowering Open-Vocabulary Object Detectors for X-ray Vision ICCV 2025
Editing Across Languages: A Survey of Multilingual Knowledge Editing EMNLP 2025
Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement ICCV 2025
An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval ICCV 2025
Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification CVPR 2025
Effortless Active Labeling for Long-Term Test-Time Adaptation CVPR 2025
Towards Visual Localization Interoperability: Cross-Feature for Collaborative Visual Localization and Mapping ICCV 2025
VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks CVPR 2025
LoKi: Low-dimensional KAN for Efficient Fine-tuning Image Models CVPR 2025