Deep Learning

Wav2Spk: A Simple DNN Architecture for Learning Speaker Embeddings from Waveforms Interspeech 2020 wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations NeurIPS 2020 Wavelet Flow: Fast Training of High Resolution Normalizing Flows NeurIPS 2020 WaveletStereo: Learning Wavelet Coefficients of Disparity Map in Stereo Matching CVPR 2020 Wavelet Synthesis Net for Disparity Estimation to Synthesize DSLR Calibre Bokeh Effect on Smartphones CVPR 2020 WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning CVPR 2020 Weak-Attention Suppression for Transformer Based Speech Recognition Interspeech 2020 Weak Form Generalized Hamiltonian Learning NeurIPS 2020 Weakly-Supervised Action Localization by Generative Attention Modeling CVPR 2020 Weakly Supervised Clustering by Exploiting Unique Class Count ICLR 2020 Weakly Supervised Discriminative Feature Learning With State Information for Person Identification CVPR 2020 Weakly Supervised Disentanglement by Pairwise Similarities AAAI 2020 Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects CVPR 2020 Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings IJCAI 2020 Weakly Supervised Fine-Grained Image Classification via Guassian Mixture Model Oriented Discriminative Learning CVPR 2020 Weakly Supervised Gaussian Networks for Action Detection WACV 2020 Weakly Supervised Graph Convolutional Neural Network for Human Action Localization WACV 2020 Weakly Supervised Local-Global Relation Network for Facial Expression Recognition IJCAI 2020 Weakly Supervised Medication Regimen Extraction from Medical Conversations EMNLP 2020 Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild CVPR 2020 Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse Relations EMNLP 2020 Weakly-Supervised Opinion Summarization by Leveraging External Information AAAI 2020 Weakly Supervised Semantic Point Cloud Segmentation: Towards 10x Fewer Labels CVPR 2020 Weakly-Supervised Semantic Segmentation via Sub-Category Exploration CVPR 2020 Weakly Supervised Training of Hierarchical Attention Networks for Speaker Identification Interspeech 2020