Techniques

UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic SemEval 2022 Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals ACL 2022 Understanding the Failure of Batch Normalization for Transformers in NLP NeurIPS 2022 Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction NeurIPS 2022 Unified Visual Transformer Compression ICLR 2022 UniFormer: Unified Transformer for Efficient Spatial-Temporal Representation Learning ICLR 2022 Unify and Conquer: How Phonetic Feature Representation Affects Polyglot Text-To-Speech (TTS) Interspeech 2022 UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022 Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization OSDI 2022 UniVIP: A Unified Framework for Self-Supervised Visual Pre-Training CVPR 2022 Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification CVPR 2022 Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers ICML 2022 Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022 Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning NeurIPS 2022 Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning CVPR 2022 Unsupervised Sounding Object Localization With Bottom-Up and Top-Down Attention WACV 2022 UnweaveNet: Unweaving Activity Stories CVPR 2022 USB: A Unified Semi-supervised Learning Benchmark for Classification NeurIPS 2022 Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment EMNLP 2022 UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 Interspeech 2022 Variational- and metric-based deep latent space for out-of-distribution detection UAI 2022 Variational Feature Pyramid Networks ICML 2022 V-Doc: Visual Questions Answers With Documents CVPR 2022 VideoDex: Learning Dexterity from Internet Videos CoRL 2022 ViLMedic: a framework for research at the intersection of vision and language in medical AI ACL 2022