Research Explorer
Papers
Conferences
Authors
Topics
Keywords
Trends
Achievements
Explore
← Learning Types
Machine Learning
›
Learning Types
›
Contrastive Learning
3535 directly classified papers
Papers per year
2011: 1
2013: 1
2014: 1
2017: 3
2018: 10
2019: 26
2020: 88
2021: 394
2022: 627
2023: 852
2024: 698
2025: 616
2026: 218
Papers
Unsupervised Memorability Modeling from Tip-of-the-Tongue Retrieval Queries
WACV 2026
ExDDV: A New Dataset for Explainable Deepfake Detection in Video
WACV 2026
NileUn at AbjadGenEval Shared Task: Contrastive Learning with Stacking Ensemble for Efficient Arabic AI-Generated Text Detection
EACL 2026
SegMo: Segment-aligned Text to 3D Human Motion Generation
WACV 2026
Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation
WACV 2026
Interaction-via-Actions: Cattle Interaction Detection with Joint Learning of Action-Interaction Latent Space
WACV 2026
False Alarm Rectification for Early Smoke Segmentation
WACV 2026
Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes
EACL 2026
Negative Sampling Techniques in Dense Retrieval: A Survey
EACL 2026
One Sentence, Two Embeddings: Contrastive Learning of Explicit and Implicit Semantic Representations
EACL 2026
MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning
EACL 2026
ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization
EACL 2026
Similarity-aware Probabilistic Embeddings Modeling for Video-Text Retrieval
WACV 2026
FlowCLAS: Enhancing Normalizing Flow-Based Anomaly Segmentation Via Contrastive Learning
WACV 2026
Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment
WACV 2026
FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning
EACL 2026
Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction
WACV 2026
MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities
WACV 2026
RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability
AAAI 2026
Contrastive Learning with Narrative Twins for Modeling Story Salience
EACL 2026
Mitigating Degree Bias in Hypergraphs via Attribute-as-Structure Approach
EACL 2026
Automatic Funny Scene Extraction from Long-form Cinematic Videos
AAAI 2026
Dynamics-Aware Planning Representation for Zero-Shot Reinforcement Learning (Student Abstract)
AAAI 2026
Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty
AAAI 2026
Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation (Abstract Reprint)
AAAI 2026
<
1
2
3
4
5
…
142
>