Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extractionby Sergio Burdisso, Srikanth Madikeri,…
On Discriminative Probabilistic Modeling for Self-Supervised Representation Learningby Bokun Wang, Yunwen Lei, Yiming Ying, Tianbao…
Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognitionby Zi-Hao Zhou, Siyuan Fang, Zi-Jing Zhou, Tong Wei,…
Improving Node Representation by Boosting Target-Aware Contrastive Lossby Ying-Chun Lin, Jennifer NevilleFirst submitted to arxiv…
Contrastive Localized Language-Image Pre-Trainingby Hong-You Chen, Zhengfeng Lai, Haotian Zhang, Xinze Wang, Marcin Eichner, Keen…
MOREL: Enhancing Adversarial Robustness through Multi-Objective Representation Learningby Sedjro Salomon Hotegni, Sebastian PeitzFirst submitted to…
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity Recognitionby Wen Ge, Guanyi Mou,…
Skill matching at scale: freelancer-project alignment for efficient multilingual candidate retrievalby Warren Jouanneau, Marc Palyart,…
Continual Learning of Conjugated Visual Representations through Higher-order Motion Flowsby Simone Marullo, Matteo Tiezzi, Marco…
A Unified Contrastive Loss for Self-Trainingby Aurelien Gauffre, Julien Horvat, Massih-Reza AminiFirst submitted to arxiv…