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contrastive learning

3979 papers

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Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery EMNLP 2022
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations EMNLP 2022
Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding EMNLP 2022
Towards Better Document-level Relation Extraction via Iterative Inference EMNLP 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP 2022
Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs With Language Structures via Dependency Relationships CVPR 2022
Rethinking Visual Geo-Localization for Large-Scale Applications CVPR 2022
Robust Contrastive Learning Against Noisy Views CVPR 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL 2022
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning INTERSPEECH 2022
Prototypical speaker-interference loss for target voice separation using non-parallel audio samples INTERSPEECH 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022
A Closer Look at Few-Shot Image Generation CVPR 2022
Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach IJCAI 2022
Fine-grained Contrastive Learning for Definition Generation AACL 2022
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation ACL 2022
Coherent Long Text Generation by Contrastive Soft Prompt EMNLP 2022
PALI at SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts SEMEVAL 2022
Contrastive Learning enhanced Author-Style Headline Generation EMNLP 2022
Multilingual Molecular Representation Learning via Contrastive Pre-training ACL 2022
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval IJCAI 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic CVPR 2022
FineDiving: A Fine-Grained Dataset for Procedure-Aware Action Quality Assessment CVPR 2022
Point Cloud Pre-Training With Natural 3D Structures CVPR 2022