12 Results

Workshop		Can you label less by using out-of-domain data? Active & Transfer Learning with Few-shot Instructions Rafal Kocielnik · Sara Kangaslahti · Shrimai Prabhumoye · Meena Hari · Michael Alvarez · Anima Anandkumar
Poster		ZIN: When and How to Learn Invariance Without Environment Partition? Yong Lin · Shengyu Zhu · Lu Tan · Peng Cui
Competition	Thu 4:50	Transfer Learning Award: Team SI Analytics - Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Yeji Choi
Poster		GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech Rongjie Huang · Yi Ren · Jinglin Liu · Chenye Cui · Zhou Zhao
Poster		Domain Generalization by Learning and Removing Domain-specific Features Yu Ding · Lei Wang · Bin Liang · Shuming Liang · Yang Wang · Fang Chen
Poster		HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks Aibek Alanov · Vadim Titov · Dmitry Vetrov
Workshop		Learning a Domain-Agnostic Policy through Adversarial Representation Matching for Cross-Domain Policy Transfer Hayato Watahiki · Ryo Iwase · Ryosuke Unno · Yoshimasa Tsuruoka
Poster	Tue 9:00	Variational Model Perturbation for Source-Free Domain Adaptation Mengmeng Jing · Xiantong Zhen · Jingjing Li · Cees Snoek
Poster	Thu 9:00	Learn what matters: cross-domain imitation learning with task-relevant embeddings Tim Franzmeyer · Philip Torr · João Henriques
Poster	Wed 9:00	Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations Jeff Z. HaoChen · Colin Wei · Ananya Kumar · Tengyu Ma
Poster	Thu 14:00	Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks Minji Yoon · John Palowitch · Dustin Zelle · Ziniu Hu · Ruslan Salakhutdinov · Bryan Perozzi
Workshop		Pre-train, fine-tune, interpolate: a three-stage strategy for domain generalization Alexandre Rame · Jianyu Zhang · Leon Bottou · David Lopez-Paz