Contrastive Learning

Confront Insider Threat: Precise Anomaly Detection in Behavior Logs Based on LLM Fine-Tuning COLING 2025 ConMix: Contrastive Mixup at Representation Level for Long-tailed Deep Clustering ICLR 2025 Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding COLING 2025 Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search IJCAI 2025 Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation AAAI 2025 Context-Aware Multimodal Pretraining CVPR 2025 Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings EMNLP 2025 Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025 Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs AAAI 2025 Contrastive Flow Matching ICCV 2025 Contrastive Learning for Task-Independent SpeechLLM-Pretraining ACL 2025 Contrastive Learning from Synthetic Audio Doppelgängers ICLR 2025 Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025 Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025 Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025 Contrastive Multi-view Subspace Clustering via Tensor Transformers Autoencoder AAAI 2025 Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025 Contrastive Representation for Interactive Recommendation AAAI 2025 Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation ICCV 2025 Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025 CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking ICLR 2025 Coupling Category Alignment for Graph Domain Adaptation IJCAI 2025 CPCF: A Cross-Prompt Contrastive Framework for Referring Multimodal Large Language Models ICML 2025 CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning ICLR 2025 Critical Node-aware Augmentation for Hypergraph Contrastive Learning IJCAI 2025