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

Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning CVPR 2023
Aligning Step-by-Step Instructional Diagrams to Video Demonstrations CVPR 2023
Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023
Team INF-UFRGS at SemEval-2023 Task 7: Supervised Contrastive Learning for Pair-level Sentence Classification and Evidence Retrieval SEMEVAL 2023
Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction EACL 2023
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds INTERSPEECH 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023
Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning ACL 2023
Fine-Grained Classification With Noisy Labels CVPR 2023
Contrastive Classification and Representation Learning with Probabilistic Interpretation AAAI 2023
YNU-HPCC at SemEval-2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data Based a BioBERT Model ACL 2023
Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models EMNLP 2023
Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection NAACL 2022
Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks EMNLP 2022
Dictionary-Assisted Supervised Contrastive Learning EMNLP 2022
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding INTERSPEECH 2022
SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition INTERSPEECH 2022
Code Vulnerability Detection via Nearest Neighbor Mechanism EMNLP 2022
Long Context Question Answering via Supervised Contrastive Learning NAACL 2022
Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022
Selective-Supervised Contrastive Learning With Noisy Labels CVPR 2022
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning ICML 2022
SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations EMNLP 2021
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NIPS 2021
Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021