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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models ACL 2025
Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration AAAI 2025
Selective Contrastive Learning for Weakly Supervised Affordance Grounding ICCV 2025
Robust Dataset Condensation using Supervised Contrastive Learning ICCV 2025
External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection AAAI 2025
mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion AAAI 2025
CLEP: A Novel Contrastive Learning Method for Evolutionary Reentrancy Vulnerability Detection AAAI 2025
FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction AAAI 2025
PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025
Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025
DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025
PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning WACV 2025
scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data IJCAI 2025
Oath Breakers at SemEval-2025 Task 06: PromiseEval ACL 2025
Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing AAAI 2025
Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025
Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025
NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches ACL 2025
Generalization Analysis for Deep Contrastive Representation Learning AAAI 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025
NarrativeMiners at SemEval-2025 Task 10: Combating Manipulative Narratives in Online News ACL 2025
Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025
Detecting Honkadori based on Waka Embeddings NAACL 2025