Representation Learning

IIIT-MLNS at SemEval-2022 Task 8: Siamese Architecture for Modeling Multilingual News Similarity SemEval 2022 IISERB@LT-EDI-ACL2022: A Bag of Words and Document Embeddings Based Framework to Identify Severity of Depression Over Social Media ACL 2022 Image Animation With Perturbed Masks CVPR 2022 Image-text Retrieval: A Survey on Recent Research and Development IJCAI 2022 Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification AAAI 2022 I M Avatar: Implicit Morphable Head Avatars From Videos CVPR 2022 Imbalance Trouble: Revisiting Neural-Collapse Geometry NeurIPS 2022 IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification COLING 2022 Impairment Representation Learning for Speech Quality Assessment Interspeech 2022 Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain Interspeech 2022 Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions NeurIPS 2022 Improved Evaluation of Automatic Source Code Summarisation EMNLP 2022 Improved Induction of Narrative Chains via Cross-Document Relations NAACL 2022 Improved Modulation-Domain Loss for Neural-Network-based Speech Enhancement Interspeech 2022 Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images ICML 2022 Improve emotional speech synthesis quality by learning explicit and implicit representations with semi-supervised training Interspeech 2022 Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022 Improving Attribution Methods by Learning Submodular Functions AISTATS 2022 Improving Biomedical Information Retrieval with Neural Retrievers AAAI 2022 Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity EMNLP 2022 Improving Constituent Representation with Hypertree Neural Networks NAACL 2022 Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022 Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing EMNLP 2022 Improving Event Coreference Resolution Using Document-level and Topic-level Information EMNLP 2022 Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering ACL 2022