2 papers
cs.CV2025
Collaborative Learning for Enhanced Unsupervised Domain Adaptation
Minhee Cho, Hyesong Choi, Hayeon Jo +1
Unsupervised Domain Adaptation (UDA) endeavors to bridge the gap between a model trained on a labeled source domain and its deployment in an unlabeled target domain. However, curre…
cs.CV2025
iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation
Hayeon Jo, Hyesong Choi, Minhee Cho +1
Transfer learning based on full fine-tuning (FFT) of the pre-trained encoder and task-specific decoder becomes increasingly complex as deep models grow exponentially. Parameter eff…