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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives ACL 2023
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning ACL 2023
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning ACL 2023
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023
Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ACL 2023
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion ACL 2023
On the Difference of BERT-style and CLIP-style Text Encoders ACL 2023
Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations ACL 2023
DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation ACL 2023
Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media ACL 2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction ACL 2023
CoSiNES: Contrastive Siamese Network for Entity Standardization ACL 2023
Open-Vocabulary Point-Cloud Object Detection Without 3D Annotation CVPR 2023
Align and Attend: Multimodal Summarization With Dual Contrastive Losses CVPR 2023
Data-Efficient Large Scale Place Recognition With Graded Similarity Supervision CVPR 2023
Joint Video Multi-Frame Interpolation and Deblurring Under Unknown Exposure Time CVPR 2023
Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning CVPR 2023
PointCMP: Contrastive Mask Prediction for Self-Supervised Learning on Point Cloud Videos CVPR 2023
Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training 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
HierVL: Learning Hierarchical Video-Language Embeddings CVPR 2023
CoralStyleCLIP: Co-Optimized Region and Layer Selection for Image Editing CVPR 2023
Learning Semantic Relationship Among Instances for Image-Text Matching CVPR 2023