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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning NAACL 2022
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation ACL 2022
Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding IJCAI 2022
Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image Retrieval IJCAI 2022
Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation MIDL 2022
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning ACL 2022
Explainability Guided COVID-19 Detection in CT Scans MIDL 2022
Understanding Deep Contrastive Learning via Coordinate-wise Optimization NIPS 2022
Sim2Real Object-Centric Keypoint Detection and Description AAAI 2022
Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives AAAI 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ACL 2022
Prototypical Verbalizer for Prompt-based Few-shot Tuning ACL 2022
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering ACL 2022
Hyperspherical Consistency Regularization CVPR 2022
TS2Vec: Towards Universal Representation of Time Series AAAI 2022
Bridging Video-Text Retrieval With Multiple Choice Questions CVPR 2022
Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction COLING 2022
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks CVPR 2022
General Facial Representation Learning in a Visual-Linguistic Manner CVPR 2022
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022
A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space EMNLP 2022
Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs With Language Structures via Dependency Relationships CVPR 2022
Generalized Category Discovery CVPR 2022
New Intent Discovery with Pre-training and Contrastive Learning ACL 2022
Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot CORL 2022