Self-Supervised Learning

Aspect-Controllable Opinion Summarization EMNLP 2021 A Study on Fine-Tuning wav2vec2.0 Model for the Task of Mispronunciation Detection and Diagnosis Interspeech 2021 A Theory of Independent Mechanisms for Extrapolation in Generative Models AAAI 2021 Attention-Based Cross-Modal Fusion for Audio-Visual Voice Activity Detection in Musical Video Streams Interspeech 2021 Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation ICCV 2021 Audio-Visual Information Fusion Using Cross-Modal Teacher-Student Learning for Voice Activity Detection in Realistic Environments Interspeech 2021 Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021 Augmented Partial Mutual Learning with Frame Masking for Video Captioning AAAI 2021 Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021 Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021 A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention ICML 2021 Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021 Autoencoding Under Normalization Constraints ICML 2021 Automatic Translation of Music-to-Dance for In-Game Characters IJCAI 2021 Autoregressive Stylized Motion Synthesis With Generative Flow CVPR 2021 AUXILIARY TASK UPDATE DECOMPOSITION: THE GOOD, THE BAD AND THE NEUTRAL ICLR 2021 AvaTr: One-Shot Speaker Extraction with Transformers Interspeech 2021 AVLnet: Learning Audio-Visual Language Representations from Instructional Videos Interspeech 2021 A Weakly Supervised Consistency-Based Learning Method for COVID-19 Segmentation in CT Images WACV 2021 AW-Opt: Learning Robotic Skills with Imitation andReinforcement at Scale CoRL 2021 Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021 Backtranslation in Neural Morphological Inflection EMNLP 2021 Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021 BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders ICML 2021 Behavior From the Void: Unsupervised Active Pre-Training NeurIPS 2021