Contrastive Learning

3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language WACV 2022 A Benchmark Study of Contrastive Learning for Arabic Social Meaning EMNLP 2022 Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information IJCAI 2022 A Closer Look at Few-Shot Image Generation CVPR 2022 A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes CVPR 2022 A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis COLING 2022 A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022 A Contrastive Framework for Neural Text Generation NeurIPS 2022 A contrastive rule for meta-learning NeurIPS 2022 Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination IJCAI 2022 Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction EMNLP 2022 Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022 A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022 Align and Prompt: Video-and-Language Pre-Training With Entity Prompts CVPR 2022 Alignment-Uniformity Aware Representation Learning for Zero-Shot Video Classification CVPR 2022 Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning EMNLP 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 Analyzing Data-Centric Properties for Graph Contrastive Learning NeurIPS 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 Anomaly Detection for Tabular Data with Internal Contrastive Learning ICLR 2022 Approximate Bayesian Computation via Classification JMLR 2022 A Self-Supervised Descriptor for Image Copy Detection CVPR 2022 A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022