Representation Learning

Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation ACL 2022 Augment with Care: Contrastive Learning for Combinatorial Problems ICML 2022 A Unified Model for Multi-class Anomaly Detection NeurIPS 2022 A Unified Model for Reverse Dictionary and Definition Modelling AACL 2022 Automated Design of Grey-Box Recurrent Neural Networks For Fault Diagnosis using Structural Models and Causal Information L4DC 2022 Automated Self-Supervised Learning for Graphs ICLR 2022 Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations ACL 2022 Automatic Relation-Aware Graph Network Proliferation CVPR 2022 Automatic Song Translation for Tonal Languages ACL 2022 Autonomous Learning of Object-Centric Abstractions for High-Level Planning ICLR 2022 Autoregressive Co-Training for Learning Discrete Speech Representation Interspeech 2022 AutoRF: Learning 3D Object Radiance Fields From Single View Observations CVPR 2022 AutoST: Towards the Universal Modeling of Spatio-temporal Sequences NeurIPS 2022 Auto White-Balance Correction for Mixed-Illuminant Scenes WACV 2022 A Variational Edge Partition Model for Supervised Graph Representation Learning NeurIPS 2022 A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning ACL 2022 Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022 BACON: Band-Limited Coordinate Networks for Multiscale Scene Representation CVPR 2022 Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation AACL 2022 Bailando: 3D Dance Generation by Actor-Critic GPT With Choreographic Memory CVPR 2022 Baked-in State Probing EMNLP 2022 Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022 Balanced Multimodal Learning via On-the-Fly Gradient Modulation CVPR 2022 Balanced Spatial-Temporal Graph Structure Learning for Multivariate Time Series Forecasting: A Trade-off between Efficiency and Flexibility ACML 2022 BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset AACL 2022