Self-Supervised Learning

Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022 Leveraging Training Dynamics and Self-Training for Text Classification EMNLP 2022 Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition ACL 2022 Lexical Knowledge Internalization for Neural Dialog Generation ACL 2022 Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval EMNLP 2022 Lexi: Self-Supervised Learning of the UI Language EMNLP 2022 LGD: Label-Guided Self-Distillation for Object Detection AAAI 2022 LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT Interspeech 2022 LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary SemEval 2022 Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL 2022 Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract) AAAI 2022 LISA: Learning Interpretable Skill Abstractions from Language NeurIPS 2022 LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners NAACL 2022 Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022 Locally Normalized Soft Contrastive Clustering for Compact Clusters IJCAI 2022 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NeurIPS 2022 Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models EMNLP 2022 Long Input Dialogue Summarization with Sketch Supervision for Summarization of Primetime Television Transcripts COLING 2022 Long-Short Temporal Contrastive Learning of Video Transformers CVPR 2022 Long Time No See! Open-Domain Conversation with Long-Term Persona Memory ACL 2022 Look for the Change: Learning Object States and State-Modifying Actions From Untrimmed Web Videos CVPR 2022 Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing NeurIPS 2022 Low-Resource Adaptation for Personalized Co-Speech Gesture Generation CVPR 2022 Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0 Interspeech 2022 Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control ICML 2022