Representation Learning

E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models COLING 2022 Event-Event Relation Extraction using Probabilistic Box Embedding ACL 2022 Event Schema Induction with Double Graph Autoencoders NAACL 2022 Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022 Evolutive Adversarially-Trained Bayesian Network Autoencoder for Interpretable Anomaly Detection PGM 2022 Evo-NeRF: Evolving NeRF for Sequential Robot Grasping of Transparent Objects CoRL 2022 Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations NeurIPS 2022 Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning NeurIPS 2022 ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022 Explainability Via Causal Self-Talk NeurIPS 2022 Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022 Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits AISTATS 2022 Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners Interspeech 2022 Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs NAACL 2022 Exploring and Exploiting Hubness Priors for High-Quality GAN Latent Sampling ICML 2022 Exploring Compositional Image Retrieval with Hybrid Compositional Learning and Heuristic Negative Mining EMNLP 2022 Exploring Continuous Integrate-and-Fire for Adaptive Simultaneous Speech Translation Interspeech 2022 Exploring evolution-aware & -free protein language models as protein function predictors NeurIPS 2022 Exploring Example Influence in Continual Learning NeurIPS 2022 Exploring Figure-Ground Assignment Mechanism in Perceptual Organization NeurIPS 2022 Exploring Image Regions Not Well Encoded by an INN AISTATS 2022 Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification COLING 2022 Exploring representation learning for small-footprint keyword spotting Interspeech 2022 Exploring Set Similarity for Dense Self-Supervised Representation Learning CVPR 2022 Exploring Structure-Aware Transformer Over Interaction Proposals for Human-Object Interaction Detection CVPR 2022