Self-Supervised Learning

Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022 Fire Together Wire Together: A Dynamic Pruning Approach With Self-Supervised Mask Prediction CVPR 2022 FLAG: Flow-Based 3D Avatar Generation From Sparse Observations CVPR 2022 FLUID: Few-Shot Self-Supervised Image Deraining WACV 2022 FLUTE: Figurative Language Understanding through Textual Explanations EMNLP 2022 Forget-me-not! Contrastive critics for mitigating posterior collapse UAI 2022 FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining ACL 2022 Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022 Frame-Wise Action Representations for Long Videos via Sequence Contrastive Learning CVPR 2022 FreeSOLO: Learning To Segment Objects Without Annotations CVPR 2022 FreGAN: Exploiting Frequency Components for Training GANs under Limited Data NeurIPS 2022 From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022 Fusion of Self-supervised Learned Models for MOS Prediction Interspeech 2022 GAGA: Deciphering Age-path of Generalized Self-paced Regularizer NeurIPS 2022 Gated2Gated: Self-Supervised Depth Estimation From Gated Images CVPR 2022 Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption AAAI 2022 Generalized Facial Manipulation Detection With Edge Region Feature Extraction WACV 2022 Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation AAAI 2022 Generating Complement Data for Aspect Term Extraction with GPT-2 NAACL 2022 Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN) NeurIPS 2022 Generative Cooperative Learning for Unsupervised Video Anomaly Detection CVPR 2022 Generative Models as a Data Source for Multiview Representation Learning ICLR 2022 Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement NeurIPS 2022 GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022 Get More at Once: Alternating Sparse Training with Gradient Correction NeurIPS 2022