Self-Supervised Learning

Explore Unsupervised Structures in Pretrained Models for Relation Extraction EMNLP 2022 Exploring the Gap between Collapsed & Whitened Features in Self-Supervised Learning ICML 2022 FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization NAACL 2022 Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization ACL 2022 Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation EMNLP 2022 FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation EMNLP 2022 Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022 FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022 Flexible Generation from Fragmentary Linguistic Input ACL 2022 FLUID: Few-Shot Self-Supervised Image Deraining WACV 2022 Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ACL 2022 FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining ACL 2022 Frame-Wise Action Representations for Long Videos via Sequence Contrastive Learning CVPR 2022 FreeSOLO: Learning To Segment Objects Without Annotations CVPR 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 FWD: Real-Time Novel View Synthesis With Forward Warping and Depth CVPR 2022 GAN-Supervised Dense Visual Alignment CVPR 2022 Gated2Gated: Self-Supervised Depth Estimation From Gated Images CVPR 2022 GenCompareSum: a hybrid unsupervised summarization method using salience ACL 2022 Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption AAAI 2022 Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation AAAI 2022 Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition Interspeech 2022 Generative Pretraining for Paraphrase Evaluation ACL 2022 Generic and Trend-aware Curriculum Learning for Relation Extraction NAACL 2022