contrastive learning

Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022 Adversarial Retriever-Ranker for Dense Text Retrieval ICLR 2022 A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022 Alignment-Uniformity Aware Representation Learning for Zero-Shot Video Classification CVPR 2022 Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022 Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning EMNLP 2022 All-in-One Image Restoration for Unknown Corruption CVPR 2022 A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space EMNLP 2022 Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning IJCAI 2022 AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis COLING 2022 An Empirical Study on Disentanglement of Negative-free Contrastive Learning NeurIPS 2022 An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING 2022 An Investigation into Whitening Loss for Self-supervised Learning NeurIPS 2022 Anomaly Detection for Tabular Data with Internal Contrastive Learning ICLR 2022 An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022 Approximate Bayesian Computation via Classification JMLR 2022 A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning AACL 2022 A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022 A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022 A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction EMNLP 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022 A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction ACL 2022 Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis NAACL 2022 Assessing a Single Image in Reference-Guided Image Synthesis AAAI 2022 A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce AAAI 2022