Self-Supervised Learning

Trajectory balance: Improved credit assignment in GFlowNets NeurIPS 2022 Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching NeurIPS 2022 Transformer-based Architecture for Empathy Prediction and Emotion Classification ACL 2022 Transformer-based Objective-reinforced Generative Adversarial Network to Generate Desired Molecules IJCAI 2022 Transformers Are Adaptable Task Planners CoRL 2022 Transforming Sequence Tagging Into A Seq2Seq Task EMNLP 2022 Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots ICML 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 TransRAC: Encoding Multi-Scale Temporal Correlation With Transformers for Repetitive Action Counting CVPR 2022 TransRank: Self-Supervised Video Representation Learning via Ranking-Based Transformation Recognition CVPR 2022 TransTab: Learning Transferable Tabular Transformers Across Tables NeurIPS 2022 Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation CVPR 2022 TreeMoCo: Contrastive Neuron Morphology Representation Learning NeurIPS 2022 Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022 TRILLsson: Distilled Universal Paralinguistic Speech Representations Interspeech 2022 TS2Vec: Towards Universal Representation of Time Series AAAI 2022 Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills ACL 2022 Tutorial on Multimodal Machine Learning NAACL 2022 TVLT: Textless Vision-Language Transformer NeurIPS 2022 Two-Pass Low Latency End-to-End Spoken Language Understanding Interspeech 2022 Typenet: Towards Camera Enabled Touch Typing on Flat Surfaces Through Self-Refinement WACV 2022 UAST: Uncertainty-Aware Siamese Tracking ICML 2022 UDA-COPE: Unsupervised Domain Adaptation for Category-Level Object Pose Estimation CVPR 2022 u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality NeurIPS 2022