← Learning Types
Deep Learning › Learning Types ›

Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Do Invariances in Deep Neural Networks Align with Human Perception? AAAI 2023
POEM: Polarization of Embeddings for Domain-Invariant Representations AAAI 2023
Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023
CDTA: A Cross-Domain Transfer-Based Attack with Contrastive Learning AAAI 2023
TaCo: Textual Attribute Recognition via Contrastive Learning AAAI 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive AAAI 2023
Contrastive Classification and Representation Learning with Probabilistic Interpretation AAAI 2023
Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding AAAI 2023
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality EMNLP 2023
Unifying Vision-Language Representation Space with Single-Tower Transformer AAAI 2023
Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding AAAI 2023
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection AAAI 2023
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds INTERSPEECH 2023
Audio Retrieval with WavText5K and CLAP Training INTERSPEECH 2023
Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023
Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion INTERSPEECH 2023
Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition INTERSPEECH 2023
PMAES: Prompt-mapping Contrastive Learning for Cross-prompt Automated Essay Scoring ACL 2023
WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning ACL 2023
Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding ACL 2023