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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

A Triple-View Framework for Fine-Grained Emotion Classification with Clustering-Guided Contrastive Learning ACL 2025
AlexUNLP-FMT at ClimateCheck Shared Task: Hybrid Retrieval with Adaptive Similarity Graph-based Reranking for Climate-related Social Media Claims Fact Checking ACL 2025
Multi-Modal Contrastive Masked Autoencoders: A Two-Stage Progressive Pre-training Approach for RGBD Datasets CVPR 2025
LoRACLR: Contrastive Adaptation for Customization of Diffusion Models CVPR 2025
Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning CVPR 2025
DKE-Research at SemEval-2025 Task 7: A Unified Multilingual Framework for Cross-Lingual and Monolingual Retrieval with Efficient Language-specific Adaptation ACL 2025
Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025
AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer CVPR 2025
WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025
Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025
BOOTPLACE: Bootstrapped Object Placement with Detection Transformers CVPR 2025
Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025
ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025
Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks AAAI 2025
Hierarchical Consensus Network for Multiview Feature Learning AAAI 2025
Dynamic Dictionary Learning for Remote Sensing Image Segmentation ICCV 2025
Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ACL 2025
FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning ICCV 2025
ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025
Contrastive Flow Matching ICCV 2025
TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis ACL 2025
Backdooring Self-Supervised Contrastive Learning by Noisy Alignment ICCV 2025
Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing AAAI 2025