Contrastive Learning

Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization WACV 2023 Contrastive Loss is All You Need to Recover Analogies as Parallel Lines ACL 2023 Contrastive Mean Teacher for Domain Adaptive Object Detectors CVPR 2023 Contrastive Meta-Learning for Partially Observable Few-Shot Learning ICLR 2023 Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation ICCV 2023 Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning NeurIPS 2023 Contrastive Multi-Task Dense Prediction AAAI 2023 Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models ACL 2023 Contrastive Open Set Recognition AAAI 2023 Contrastive Predictive Autoencoders for Dynamic Point Cloud Self-Supervised Learning AAAI 2023 Contrastive Pre-training for Personalized Expert Finding EMNLP 2023 Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023 Contrastive Pseudo Learning for Open-World DeepFake Attribution ICCV 2023 Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL NeurIPS 2023 Contrastive Sampling Chains in Diffusion Models NeurIPS 2023 Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023 Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank CVPR 2023 Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation ACL 2023 Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents ACL 2023 Contrastive Training of Complex-Valued Autoencoders for Object Discovery NeurIPS 2023 Contrastive Value Learning: Implicit Models for Simple Offline RL CoRL 2023 ContrastMotion: Self-supervised Scene Motion Learning for Large-Scale LiDAR Point Clouds IJCAI 2023 Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining ICML 2023 Controlled Text Generation with Hidden Representation Transformations ACL 2023 CoRTX: Contrastive Framework for Real-time Explanation ICLR 2023