← Learning Types
Deep Learning › Learning Types ›

Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025
Game4Loc: A UAV Geo-Localization Benchmark from Game Data AAAI 2025
Disentangled Contrastive Bundle Recommendation with Conditional Diffusion AAAI 2025
Adaptive Dataset Quantization AAAI 2025
Multi-View Collaborative Learning Network for Speech Deepfake Detection AAAI 2025
mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion AAAI 2025
CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization AAAI 2025
Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025
Detecting Honkadori based on Waka Embeddings NAACL 2025
Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025
Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples AAAI 2025
Multi-Scale Contrastive Learning for Video Temporal Grounding AAAI 2025
DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation AAAI 2025
Cluster-guided Contrastive Class-imbalanced Graph Classification AAAI 2025
LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025
Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing AAAI 2025
Coupling Category Alignment for Graph Domain Adaptation IJCAI 2025
KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025
DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025
Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025
Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025