Contrastive Learning

Density-Guided Semi-Supervised 3D Semantic Segmentation with Dual-Space Hardness Sampling CVPR 2024 Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests EMNLP 2024 DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning NeurIPS 2024 Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction EMNLP 2024 DocNLC: A Document Image Enhancement Framework with Normalized and Latent Contrastive Representation for Multiple Degradations AAAI 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 Dual-Encoders for Extreme Multi-label Classification ICLR 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 Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ACL 2024 Dynamic Weighted Combiner for Mixed-Modal Image Retrieval AAAI 2024 ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations CVPR 2024 Efficient Contrastive Learning for Fast and Accurate Inference on Graphs ICML 2024 Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications AAAI 2024 Efficient Vision-Language Pre-training by Cluster Masking CVPR 2024 EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence ICML 2024 EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models CVPR 2024 Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection ACL 2024 Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024 Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning CVPR 2024 Enhancing Contrastive Learning for Ordinal Regression via Ordinal Content Preserved Data Augmentation ICLR 2024 Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss ACL 2024 EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning ICML 2024 Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders AAAI 2024