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Contrastive Learning

403 directly classified papers

Papers per year

Papers

UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language ACL 2023
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings EMNLP 2023
KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment EMNLP 2023
Alex-U 2023 NLP at WojoodNER shared task: AraBINDER (Bi-encoder for Arabic Named Entity Recognition) EMNLP 2023
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023
Contrastive Deterministic Autoencoders For Language Modeling EMNLP 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning AAAI 2023
Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023
Contrastive Multi-Task Dense Prediction AAAI 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
Actionness Inconsistency-Guided Contrastive Learning for Weakly-Supervised Temporal Action Localization AAAI 2023
ConPrompt: Pre-training a Language Model with Machine-Generated Data for Implicit Hate Speech Detection EMNLP 2023
Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023
Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis CVPR 2023
Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation CVPR 2023
HAAV: Hierarchical Aggregation of Augmented Views for Image Captioning CVPR 2023
HaLP: Hallucinating Latent Positives for Skeleton-Based Self-Supervised Learning of Actions CVPR 2023
Aligning Step-by-Step Instructional Diagrams to Video Demonstrations CVPR 2023
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery CVPR 2023
Spatial-Then-Temporal Self-Supervised Learning for Video Correspondence CVPR 2023
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023
A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles EMNLP 2023
PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning EMNLP 2023
SCOTCH and SODA: A Transformer Video Shadow Detection Framework CVPR 2023