cross-entropy loss

CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL 2020 Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers EMNLP 2020 Deep F-Measure Maximization for End-to-End Speech Understanding Interspeech 2020 Deep Learning on Small Datasets without Pre-Training using Cosine Loss WACV 2020 Directional convergence and alignment in deep learning NeurIPS 2020 Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses NeurIPS 2020 Human Consensus-Oriented Image Captioning IJCAI 2020 Learning Robust Models for e-Commerce Product Search ACL 2020 Offset Bin Classification Network for Accurate Object Detection CVPR 2020 On Parameter Adaptation in Softmax-Based Cross-Entropy Loss for Improved Convergence Speed and Accuracy in DNN-Based Speaker Recognition Interspeech 2020 On the Robustness and Training Dynamics of Raw Waveform Models Interspeech 2020 Semi-Supervised Learning for Video Captioning EMNLP 2020 The HSIC Bottleneck: Deep Learning without Back-Propagation AAAI 2020 An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss AAAI 2019 Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019 Depth Coefficients for Depth Completion CVPR 2019 Describing Like Humans: On Diversity in Image Captioning CVPR 2019 Excessive Invariance Causes Adversarial Vulnerability ICLR 2019 Gradient Harmonized Single-Stage Detector AAAI 2019 Implicit Semantic Data Augmentation for Deep Networks NeurIPS 2019 Improving Adversarial Robustness via Guided Complement Entropy ICCV 2019 Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification EMNLP 2019 Learning to Rank for Plausible Plausibility ACL 2019 On the loss landscape of a class of deep neural networks with no bad local valleys ICLR 2019 Predicting the Generalization Gap in Deep Networks with Margin Distributions ICLR 2019