representation learning

Contrastive learning, multi-view redundancy, and linear models ALT 2021 Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency ICCV 2021 Contrastive Learning with Hard Negative Samples ICLR 2021 Contrastive Multimodal Fusion With TupleInfoNCE ICCV 2021 Contrastive Neural Processes for Self-Supervised Learning ACML 2021 Contrastive Out-of-Distribution Detection for Pretrained Transformers EMNLP 2021 Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation EMNLP 2021 Contrastive Transformation for Self-supervised Correspondence Learning AAAI 2021 Control-Aware Representations for Model-based Reinforcement Learning ICLR 2021 Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation AAAI 2021 Convex Geometry and Duality of Over-parameterized Neural Networks JMLR 2021 CoSMo: Content-Style Modulation for Image Retrieval With Text Feedback CVPR 2021 Counterfactual Representation Learning with Balancing Weights AISTATS 2021 Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021 Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty AAAI 2021 Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO EACL 2021 Cross-Domain Latent Modulation for Variational Transfer Learning WACV 2021 Cross-Encoder for Unsupervised Gaze Representation Learning ICCV 2021 Cross-lingual Cross-modal Pretraining for Multimodal Retrieval NAACL 2021 Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments EMNLP 2021 Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting CVPR 2021 Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning NeurIPS 2021 Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition ACL 2021 Curriculum Disentangled Recommendation with Noisy Multi-feedback NeurIPS 2021 Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase EACL 2021