Contrastive Learning

TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions CVPR 2019 Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples NAACL 2019 Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations CVPR 2019 Unraveling Antonym’s Word Vectors through a Siamese-like Network ACL 2019 Unsupervised Learning with Contrastive Latent Variable Models AAAI 2019 Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks ICCV 2019 Adversarial Contrastive Estimation ACL 2018 An efficient framework for learning sentence representations ICLR 2018 Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification EMNLP 2018 Collaborative and Attentive Learning for Personalized Image Aesthetic Assessment IJCAI 2018 Conditional Noise-Contrastive Estimation of Unnormalised Models ICML 2018 Contrastive Learning from Pairwise Measurements NeurIPS 2018 Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NeurIPS 2018 Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss ACML 2018 Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification CVPR 2018 Learning Visually-Grounded Semantics from Contrastive Adversarial Samples COLING 2018 Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning Interspeech 2018 Contrastive Learning for Image Captioning NeurIPS 2017 Multi-Stream Deep Similarity Learning Networks for Visual Tracking IJCAI 2017 Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks ACL 2017 Interpretable Sparse High-Order Boltzmann Machines AISTATS 2014 Contrastive Learning Using Spectral Methods NeurIPS 2013 Extracting Speaker-Specific Information with a Regularized Siamese Deep Network NeurIPS 2011