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Contrastive Learning

3535 directly classified papers

Papers per year

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