Self-Supervised Learning

Differentiable Patch Selection for Image Recognition CVPR 2021 Differentiable Spline Approximations NeurIPS 2021 Disentangled Cycle Consistency for Highly-Realistic Virtual Try-On CVPR 2021 Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond AAAI 2021 Disentangling Representations of Text by Masking Transformers EMNLP 2021 Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021 DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization ICCV 2021 DramaCoref: A Hybrid Coreference Resolution System for German Theater Plays EMNLP 2021 DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-Scale Consistency CVPR 2021 Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021 Dynamic Bottleneck for Robust Self-Supervised Exploration NeurIPS 2021 Dynamic Position-aware Network for Fine-grained Image Recognition AAAI 2021 ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps ICCV 2021 Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation CVPR 2021 Efficient Training of Visual Transformers with Small Datasets NeurIPS 2021 eMLM: A New Pre-training Objective for Emotion Related Tasks ACL 2021 Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract) AAAI 2021 Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021 Enhancing Semantic Understanding with Self-Supervised Methods for Abstractive Dialogue Summarization Interspeech 2021 Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion AAAI 2021 Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation AAAI 2021 Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation AAAI 2021 Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts CVPR 2021 Exploring Explainable Selection to Control Abstractive Summarization AAAI 2021 Exploring Simple Siamese Representation Learning CVPR 2021