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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

GrowCLIP: Data-Aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-Training ICCV 2023
Implicit Temporal Modeling with Learnable Alignment for Video Recognition ICCV 2023
MoLo: Motion-Augmented Long-Short Contrastive Learning for Few-Shot Action Recognition CVPR 2023
You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 2023
Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models CVPR 2023
Best of Both Worlds: Multimodal Contrastive Learning With Tabular and Imaging Data CVPR 2023
Contrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension EMNLP 2023
Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval EMNLP 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023
Contrastive Deterministic Autoencoders For Language Modeling EMNLP 2023
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023
PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning EMNLP 2023
A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles EMNLP 2023
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022
Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022
HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold EMNLP 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022
Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022
No Stock is an Island: Learning Internal and Relational Attributes of Stocks with Contrastive Learning EMNLP 2022
BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning EMNLP 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation CVPR 2022