conftrace_

supervised contrastive learning

54 papers

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Also known as

SUP-CL SCL SUPCON

Co-occurring keywords

contrastive learning (4032) representation learning (6206) text classification (6793) data augmentation (3052) natural language inference (1287) back translation (103) supervised learning (434) domain generalization (1522) few-shot learning (3398) feature learning (1311)

Papers

Deep Supervised Contrastive Learning of Pitch Contours for Robust Pitch Accent Classification in Seoul Korean ACL 2026
SPP-SCL: Semi-Push-Pull Supervised Contrastive Learning for Image-Text Sentiment Analysis and Beyond AAAI 2026
ConLID: Supervised Contrastive Learning for Low-Resource Language Identification EACL 2026
FL-MSCL: A Unified Figurative Language Detection Model Driven by Multi-Type Signals and Contrastive Learning ACL 2026
Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025
Tuned Contrastive Learning WACV 2025
Tighter Clusters, Safer Code? Improving Vulnerability Detection with Enhanced Contrastive Loss NAACL 2025
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025
Cluster-guided Contrastive Class-imbalanced Graph Classification AAAI 2025
Cross-Rejective Open-Set SAR Image Registration CVPR 2025
On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings ACL 2025
Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection INTERSPEECH 2024
OOD Aware Supervised Contrastive Learning WACV 2024
Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning AAAI 2024
Learning Label Hierarchy with Supervised Contrastive Learning EACL 2024
ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning NAACL 2024
YNU-HPCC at SemEval-2024 Task 2: Applying DeBERTa-v3-large to Safe Biomedical Natural Language Inference for Clinical Trials NAACL 2024
Activity-Based Early Autism Diagnosis Using a Multi-Dataset Supervised Contrastive Learning Approach WACV 2024
Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024
YNU-HPCC at SemEval-2024 Task 2: Applying DeBERTa-v3-large to Safe Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024
Research of Event Reconstruct Based on Multi-View Contrastive Learning (Student Abstract) AAAI 2024
UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024
Team INF-UFRGS at SemEval-2023 Task 7: Supervised Contrastive Learning for Pair-level Sentence Classification and Evidence Retrieval SEMEVAL 2023
Aligning Step-by-Step Instructional Diagrams to Video Demonstrations CVPR 2023
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds INTERSPEECH 2023