Contrastive Learning

Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings EMNLP 2022 Bootstrapping Semantic Segmentation with Regional Contrast ICLR 2022 Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 2022 Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens NeurIPS 2022 C2AM: Contrastive Learning of Class-Agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation CVPR 2022 C2L: Causally Contrastive Learning for Robust Text Classification AAAI 2022 CALM: Constrastive Cross-modal Speaking Style Modeling for Expressive Text-to-Speech Synthesis Interspeech 2022 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks CVPR 2022 CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning IJCAI 2022 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022 Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap ICLR 2022 CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022 ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification ACL 2022 Class-Aware Contrastive Semi-Supervised Learning CVPR 2022 Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification Interspeech 2022 Clickbait Detection via Contrastive Variational Modelling of Text and Label IJCAI 2022 CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022 CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022 CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection NAACL 2022 CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NeurIPS 2022 CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News Media COLING 2022 CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations COLING 2022 CML: A Contrastive Meta Learning Method to Estimate Human Label Confidence Scores and Reduce Data Collection Cost ACL 2022 CoBERL: Contrastive BERT for Reinforcement Learning ICLR 2022 CoCGAN: Contrastive Learning for Adversarial Category Text Generation COLING 2022