Contrastive Learning

Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting CVPR 2023 WACO: Word-Aligned Contrastive Learning for Speech Translation ACL 2023 Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023 Weakly-Supervised Audio-Visual Segmentation NeurIPS 2023 Weakly Supervised Face Naming With Symmetry-Enhanced Contrastive Loss WACV 2023 Weakly Supervised Segmentation With Point Annotations for Histopathology Images via Contrast-Based Variational Model CVPR 2023 Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning ACL 2023 Weakly-Supervised Text-Driven Contrastive Learning for Facial Behavior Understanding ICCV 2023 Weakly Supervised Video Representation Learning With Unaligned Text for Sequential Videos CVPR 2023 Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification ACL 2023 What Do Self-Supervised Vision Transformers Learn? ICLR 2023 When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023 When and Why Vision-Language Models Behave like Bags-Of-Words, and What to Do About It? ICLR 2023 When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method ICCV 2023 When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023 Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023 WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023 WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding CVPR 2023 Words are all you need? Language as an approximation for human similarity judgments ICLR 2023 Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization ICCV 2023 Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding ACL 2023 XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023 You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 2023 Zero-Shot Contrastive Loss for Text-Guided Diffusion Image Style Transfer ICCV 2023 Zhegu at SemEval-2023 Task 9: Exponential Penalty Mean Squared Loss for Multilingual Tweet Intimacy Analysis SemEval 2023