Self-Supervised Learning

Topologically-Aware Deformation Fields for Single-View 3D Reconstruction CVPR 2022 Toward a realistic model of speech processing in the brain with self-supervised learning NeurIPS 2022 Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022 Towards Discriminative Representation: Multi-View Trajectory Contrastive Learning for Online Multi-Object Tracking CVPR 2022 Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022 Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models Interspeech 2022 Training speaker recognition systems with limited data Interspeech 2022 Transcoded Video Restoration by Temporal Spatial Auxiliary Network AAAI 2022 Transformer with Memory Replay AAAI 2022 Translation between Molecules and Natural Language EMNLP 2022 TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning AAAI 2022 TransRank: Self-Supervised Video Representation Learning via Ranking-Based Transformation Recognition CVPR 2022 Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation CVPR 2022 TRILLsson: Distilled Universal Paralinguistic Speech Representations Interspeech 2022 TRUE: Re-evaluating Factual Consistency Evaluation ACL 2022 TS2Vec: Towards Universal Representation of Time Series AAAI 2022 u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality NeurIPS 2022 Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation CVPR 2022 Uncertainty-Driven Dehazing Network AAAI 2022 Uncertainty Learning Towards Unsupervised Deformable Medical Image Registration WACV 2022 Understanding Contrastive Learning Requires Incorporating Inductive Biases ICML 2022 Understanding Iterative Revision from Human-Written Text ACL 2022 UNISON: Unpaired Cross-Lingual Image Captioning AAAI 2022 Unlabeled Data Help: Minimax Analysis and Adversarial Robustness AISTATS 2022 Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification CVPR 2022