Representation Learning

Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction AAAI 2022 Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022 Intrinsic dimensionality estimation using Normalizing Flows NeurIPS 2022 Intrinsic Image Decomposition by Pursuing Reflectance Image IJCAI 2022 Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval Interspeech 2022 Invariant Action Effect Model for Reinforcement Learning AAAI 2022 Invariant and Transportable Representations for Anti-Causal Domain Shifts NeurIPS 2022 Inverse Design for Fluid-Structure Interactions using Graph Network Simulators NeurIPS 2022 Invertible Monotone Operators for Normalizing Flows NeurIPS 2022 Investigating Non-local Features for Neural Constituency Parsing ACL 2022 Investigating the contribution of speaker attributes to speaker separability using disentangled speaker representations Interspeech 2022 Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech Interspeech 2022 Investigation into Target Speaking Rate Adaptation for Voice Conversion Interspeech 2022 IrekiaLFes: a New Open Benchmark and Baseline Systems for Spanish Automatic Text Simplification EMNLP 2022 IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection EMNLP 2022 Is a Modular Architecture Enough? NeurIPS 2022 Is an Image Worth Five Sentences? A New Look Into Semantics for Image-Text Matching WACV 2022 Is anisotropy really the cause of BERT embeddings not being semantic? EMNLP 2022 Is Encoder-Decoder Redundant for Neural Machine Translation? AACL 2022 Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning ICLR 2022 Is Homophily a Necessity for Graph Neural Networks? ICLR 2022 Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022 IsoScore: Measuring the Uniformity of Embedding Space Utilization ACL 2022 “Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction ACL 2022 Iterative Alignment Flows AISTATS 2022