Representation Learning

Utilizing Self-Supervised Representations for MOS Prediction Interspeech 2021 ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries EMNLP 2021 Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition Interspeech 2021 Variational Autoencoder with Learned Latent Structure AISTATS 2021 Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021 Variational Feature Disentangling for Fine-Grained Few-Shot Classification ICCV 2021 Variational Inference for Learning Representations of Natural Language Edits AAAI 2021 Variational Multi-Task Learning with Gumbel-Softmax Priors NeurIPS 2021 Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data AISTATS 2021 Vector Semantic Representations as Descriptors for Visual Place Recognition RSS 2021 Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices NeurIPS 2021 Vi2CLR: Video and Image for Visual Contrastive Learning of Representation ICCV 2021 Video Prediction Recalling Long-Term Motion Context via Memory Alignment Learning CVPR 2021 View Generalization for Single Image Textured 3D Models CVPR 2021 ViewNet: Unsupervised Viewpoint Estimation From Conditional Generation ICCV 2021 VIGOR: Cross-View Image Geo-Localization Beyond One-to-One Retrieval CVPR 2021 Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers EMNLP 2021 VisioRed: A Visualisation Tool for Interpretable Predictive Maintenance IJCAI 2021 Visualizing the Emergence of Intermediate Visual Patterns in DNNs NeurIPS 2021 Visually Grounded Concept Composition EMNLP 2021 Visual Relationship Detection Using Part-and-Sum Transformers With Composite Queries ICCV 2021 Visual Speech for Obstructive Sleep Apnea Detection Interspeech 2021 Visual Tracking of Deepwater Animals Using Machine Learning-Controlled Robotic Underwater Vehicles WACV 2021 VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization CVPR 2021 Vocal Harmony Separation Using Time-Domain Neural Networks Interspeech 2021