Contrastive Learning

DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph AAAI 2024 Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024 Disentangled Style Domain for Implicit z-Watermark Towards Copyright Protection NeurIPS 2024 Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational Inference ICLR 2024 Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization COLING 2024 Distortion-Disentangled Contrastive Learning WACV 2024 Distribution-Independent Cell Type Identification for Single-Cell RNA-seq Data IJCAI 2024 DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction ACL 2024 DocNLC: A Document Image Enhancement Framework with Normalized and Latent Contrastive Representation for Multiple Degradations AAAI 2024 DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation COLING 2024 Document Hashing with Multi-Grained Prototype-Induced Hierarchical Generative Model EMNLP 2024 Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better ACL 2024 Do Generated Data Always Help Contrastive Learning? ICLR 2024 Domain Aligned CLIP for Few-Shot Classification WACV 2024 Don’t Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models ACL 2024 Double InfoGAN for Contrastive Analysis AISTATS 2024 Do Vision-Language Models Understand Compound Nouns? NAACL 2024 DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation COLING 2024 Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment IJCAI 2024 Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification ACL 2024 DVANet: Disentangling View and Action Features for Multi-View Action Recognition AAAI 2024 DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering EMNLP 2024 Dynamic Weighted Combiner for Mixed-Modal Image Retrieval AAAI 2024 Easy Regional Contrastive Learning of Expressive Fashion Representations NeurIPS 2024 EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model ICLR 2024