Contrastive Learning

Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning AAAI 2024 Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation CVPR 2024 Unraveling the Key Components of OOD Generalization via Diversification ICLR 2024 Unsupervised Continual Anomaly Detection with Contrastively-Learned Prompt AAAI 2024 Unsupervised Contrast-Consistent Ranking with Language Models EACL 2024 Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport AAAI 2024 Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance EMNLP 2024 Unsupervised Salient Instance Detection CVPR 2024 Urban Region Embedding via Multi-View Contrastive Prediction AAAI 2024 VAEGPT-Sim: Improving Sentence Representation with Limited Corpus Using Gradually-Denoising VAE ACL 2024 Vanessa: Visual Connotation and Aesthetic Attributes Understanding Network for Multimodal Aspect-based Sentiment Analysis EMNLP 2024 Vid2Robot: End-to-end Video-conditioned Policy Learning with Cross-Attention Transformers RSS 2024 VideoCon: Robust Video-Language Alignment via Contrast Captions CVPR 2024 Video-Context Aligned Transformer for Video Question Answering AAAI 2024 Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding EMNLP 2024 Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding AAAI 2024 Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning NeurIPS 2024 Visually-Aware Context Modeling for News Image Captioning NAACL 2024 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024 VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction EACL 2024 Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement EMNLP 2024 Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling CVPR 2024 Weakly Supervised Video Individual Counting CVPR 2024 W-GVKT: Within-Global-View Knowledge Transfer for Speaker Verification Interspeech 2024 What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024