Deep Learning

The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification NeurIPS 2020 The Diversified Ensemble Neural Network NeurIPS 2020 The DKU Speech Activity Detection and Speaker Identification Systems for Fearless Steps Challenge Phase-02 Interspeech 2020 The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction EMNLP 2020 The Early Phase of Neural Network Training ICLR 2020 The Edge of Depth: Explicit Constraints Between Segmentation and Depth CVPR 2020 The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? EMNLP 2020 The Emergence of Adversarial Communication in Multi-Agent Reinforcement Learning CoRL 2020 The EOS Decision and Length Extrapolation EMNLP 2020 The Expressive Power of a Class of Normalizing Flow Models AISTATS 2020 The GAN That Warped: Semantic Attribute Editing With Unpaired Data CVPR 2020 The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction CVPR 2020 The Generalized Lasso with Nonlinear Observations and Generative Priors NeurIPS 2020 The Grammar of Emergent Languages EMNLP 2020 The Graph-based Mutual Attentive Network for Automatic Diagnosis IJCAI 2020 The HSIC Bottleneck: Deep Learning without Back-Propagation AAAI 2020 The Impact of Neural Network Overparameterization on Gradient Confusion and Stochastic Gradient Descent ICML 2020 The Implicit and Explicit Regularization Effects of Dropout ICML 2020 The importance of fillers for text representations of speech transcripts EMNLP 2020 The IMS–CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion ACL 2020 The interplay between randomness and structure during learning in RNNs NeurIPS 2020 The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks Interspeech 2020 The INTERSPEECH 2020 Far-Field Speaker Verification Challenge Interspeech 2020 The intriguing role of module criticality in the generalization of deep networks ICLR 2020 The IPN-CIC team system submission for the WMT 2020 similar language task EMNLP 2020