Unsupervised dimensionality reduction using a Barlow Twins loss. TMLR 2022

Mid-level features for image retrieval. ICLR 2022

Garnment image retrieval, querying with an example image and a textual modifier. ICLR 2022

Learning Probabilistic Embedding for Cross-Modal Retrieval (PCME). Collaboration with Naver AI, CLOVA. CVPR 2021

Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning. CVPR 2021 (oral).

Generating hard negatives in the feature space for improved self-supervised contrastive mearning. NeurIPS 2020.

Predicting masked tokens as a proxy task to learn visual representations from scratch using captioned images. ECCV 2020.

Fine-Grained Action Retrieval through Multiple Parts-of-Speech Embeddings. ICCV 2019.

Self-supervised Learning of Geometrically Stable Features Through Probabilistic Introspection. CVPR 2018 (spotlight).