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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology ICCV 2025
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025
HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models ICCV 2025
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025
EditCLIP: Representation Learning for Image Editing ICCV 2025
TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ACL 2025
DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation ICCV 2025
TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning ICCV 2025
An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval ICCV 2025
Multi-view Granular-ball Contrastive Clustering AAAI 2025
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalizatio WACV 2025
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025
CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation WACV 2025
Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning SEMEVAL 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings AAAI 2025
OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025
Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025
Class Semantic Attribute Perception Guided Zero-Shot Learning AAAI 2025
Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025
Aligning Composed Query with Image via Discriminative Perception from Negative Correspondences AAAI 2025
Region-aware Difference Distilling with Attribute-guided Contrastive Regularization for Change Captioning AAAI 2025
Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding AAAI 2025
Chinchunmei at SemEval-2025 Task 11: Boosting the Large Language Model’s Capability of Emotion Perception using Contrastive Learning SEMEVAL 2025