Representation Learning

Exploring the Gap between Collapsed & Whitened Features in Self-Supervised Learning ICML 2022 Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022 Exploring the Latent Space of Autoencoders with Interventional Assays NeurIPS 2022 Exploring the limits of a base BART for multi-document summarization in the medical domain COLING 2022 Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022 Exploring the Value of Multi-View Learning for Session-Aware Query Representation NAACL 2022 Exploring Timbre Disentanglement in Non-Autoregressive Cross-Lingual Text-to-Speech Interspeech 2022 Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks NeurIPS 2022 Exponential Separations in Symmetric Neural Networks NeurIPS 2022 Extending GCC-PHAT using Shift Equivariant Neural Networks Interspeech 2022 Extracting Associations of Intersectional Identities with Discourse about Institution from Nigeria EMNLP 2022 Extracting computational mechanisms from neural data using low-rank RNNs NeurIPS 2022 Extracting Latent State Representations with Linear Dynamics from Rich Observations ICML 2022 Extracting Operator Trees from Model Embeddings EMNLP 2022 Extracting Trigger-sharing Events via an Event Matrix EMNLP 2022 Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents AAAI 2022 Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models EMNLP 2022 Face2Exp: Combating Data Biases for Facial Expression Recognition CVPR 2022 Face Relighting With Geometrically Consistent Shadows CVPR 2022 FaceVerse: A Fine-Grained and Detail-Controllable 3D Face Morphable Model From a Hybrid Dataset CVPR 2022 FACT: Learning Governing Abstractions Behind Integer Sequences NeurIPS 2022 FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock Returns AAAI 2022 Failure Modes of Domain Generalization Algorithms CVPR 2022 Fair Representation Learning through Implicit Path Alignment ICML 2022 Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization ACL 2022