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Contrastive Learning
1193 directly classified papers
Papers per year
2010: 1
2013: 1
2018: 5
2019: 9
2020: 28
2021: 143
2022: 265
2023: 301
2024: 231
2025: 206
2026: 3
Papers
DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding
ICCV 2025
HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models
ICCV 2025
Prototype-based Contrastive Learning with Stage-wise Progressive Augmentation for Self-Supervised Fine-Grained Learning
ICCV 2025
Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation
ICCV 2025
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency
ICCV 2025
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
ACL 2025
WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation
ICCV 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning
ACL 2025
SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding
ACL 2025
IRSum: One Model to Rule Summarization and Retrieval
ACL 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction
EMNLP 2025
Improving Large Language Model Safety with Contrastive Representation Learning
EMNLP 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation
ACL 2025
Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning
ACL 2025
Background-Aware Moment Detection for Video Moment Retrieval
WACV 2025
MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation
EMNLP 2025
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D
EMNLP 2025
Challenging Assumptions in Learning Generic Text Style Embeddings
NAACL 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning
NAACL 2025
Coupling Category Alignment for Graph Domain Adaptation
IJCAI 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective
IJCAI 2025
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment
CVPR 2025
CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting
ICCV 2025
MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image
CVPR 2025
Contrastive Sequential-Diffusion Learning: Non-Linear and Multi-Scene Instructional Video Synthesis
WACV 2025
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