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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

DIFT: Protecting Contrastive Learning Against Data Poisoning Backdoor Attacks AAAI 2026

FINE: Factorized Multimodal Sentiment Analysis via Mutual INformation Estimation AAAI 2026

Dep-MAP: A Multi-level Alignment Framework with Semantic Prototypes for Video-based Automatic Depression Assessment AAAI 2026

SEMC: Structure-Enhanced Mixture-of-Experts Contrastive Learning for Ultrasound Standard Plane Recognition AAAI 2026

Divide-and-Conquer Decoupled Network for Cross-Domain Few-Shot Segmentation AAAI 2026

S2C: A Noise-Resistant Difference Learning Framework for Unsupervised Change Detection in VHR Remote Sensing Images AAAI 2026

Dynamic-Static Collaboration for Unsupervised Domain Adaptive Video-Based Visible-Infrared Person Re-Identification AAAI 2026

FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning AAAI 2026

Localization-Anchored Instance Discrimination for Domain Adaptive Person Search AAAI 2026

Adversarial Fair Incomplete Multi-View Clustering AAAI 2026

Radar-APLANC: Unsupervised Radar-based Heartbeat Sensing via Augmented Pseudo-Label and Noise Contrast AAAI 2026

A Hybrid Space Model for Misaligned Multi-modality Image Fusion AAAI 2026

Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment WACV 2026

Learning Beyond Labels: Self-Supervised Handwritten Text Recognition WACV 2026

Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026

Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026

One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026

Non-Aligned Reference Image Quality Assessment for Novel View Synthesis WACV 2026

ExDDV: A New Dataset for Explainable Deepfake Detection in Video WACV 2026

Robust Scene Coordinate Regression via Geometrically-Consistent Global Descriptors WACV 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

Non-Contact Blood Pressure Estimation from Face Videos via Physiology-Aware Contrastive Learning WACV 2026

Cluster-Guided Adversarial Perturbations for Robust Contrastive Learning WACV 2026

Multi-granularity Intent Modeling with Adversarial Robustness for Sequential Recommendation AAAI 2026