self-supervised learning

Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022 Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum NeurIPS 2022 Revisiting the "Video" in Video-Language Understanding CVPR 2022 Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022 Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022 RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation CVPR 2022 RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior CVPR 2022 RIO: Rotation-Equivariance Supervised Learning of Robust Inertial Odometry CVPR 2022 RIT Boston at SemEval-2022 Task 5: Multimedia Misogyny Detection By Using Coherent Visual and Language Features from CLIP Model and Data-centric AI Principle SemEval 2022 Robust Equivariant Imaging: A Fully Unsupervised Framework for Learning To Image From Noisy and Partial Measurements CVPR 2022 Robust Self-Supervised Audio-Visual Speech Recognition Interspeech 2022 RoMe: A Robust Metric for Evaluating Natural Language Generation ACL 2022 RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NeurIPS 2022 S3GC: Scalable Self-Supervised Graph Clustering NeurIPS 2022 SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022 Same Author or Just Same Topic? Towards Content-Independent Style Representations ACL 2022 SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022 SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos NeurIPS 2022 Scaling ASR Improves Zero and Few Shot Learning Interspeech 2022 Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization NeurIPS 2022 Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning CVPR 2022 Scarf: Self-Supervised Contrastive Learning using Random Feature Corruption ICLR 2022 SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022 Scene Consistency Representation Learning for Video Scene Segmentation CVPR 2022 ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments Interspeech 2022