Contrastive Learning
Papers Using This Method
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts2025-07-17Similarity-Guided Diffusion for Contrastive Sequential Recommendation2025-07-16LLM-Driven Dual-Level Multi-Interest Modeling for Recommendation2025-07-15Latent Space Consistency for Sparse-View CT Reconstruction2025-07-15Self-supervised pretraining of vision transformers for animal behavioral analysis and neural encoding2025-07-13NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation2025-07-10Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations2025-07-08From ID-based to ID-free: Rethinking ID Effectiveness in Multimodal Collaborative Filtering Recommendation2025-07-08Neural-Driven Image Editing2025-07-07Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation2025-07-07Weakly-supervised Contrastive Learning with Quantity Prompts for Moving Infrared Small Target Detection2025-07-03FOCUS: Fine-grained Optimization with Semantic Guided Understanding for Pedestrian Attributes Recognition2025-06-28Boosting Generative Adversarial Transferability with Self-supervised Vision Transformer Features2025-06-26V2X-REALM: Vision-Language Model-Based Robust End-to-End Cooperative Autonomous Driving with Adaptive Long-Tail Modeling2025-06-26PeakNetFP: Peak-based Neural Audio Fingerprinting Robust to Extreme Time Stretching2025-06-26Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs2025-06-26Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning2025-06-26Topology-Aware Modeling for Unsupervised Simulation-to-Reality Point Cloud Recognition2025-06-26DiMPLe -- Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation2025-06-26AgentStealth: Reinforcing Large Language Model for Anonymizing User-generated Text2025-06-26