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Loss Functions

1162 directly classified papers

Papers per year

Papers

Measuring the Diversity of Automatic Image Descriptions COLING 2018
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots EMNLP 2018
BLEU is Not Suitable for the Evaluation of Text Simplification EMNLP 2018
Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval IJCAI 2018
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics CVPR 2018
A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR 2018
Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints EMNLP 2018
Repulsion Loss: Detecting Pedestrians in a Crowd CVPR 2018
Edit Probability for Scene Text Recognition CVPR 2018
Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks CVPR 2018
Deformation Aware Image Compression CVPR 2018
Beyond the Pixel-Wise Loss for Topology-Aware Delineation CVPR 2018
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks CVPR 2018
Ring Loss: Convex Feature Normalization for Face Recognition CVPR 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition CVPR 2018
Rethinking Feature Distribution for Loss Functions in Image Classification CVPR 2018
Learning to Teach with Dynamic Loss Functions NIPS 2018
Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function INTERSPEECH 2018
Convex Elicitation of Continuous Properties NIPS 2018
Pathologies of Neural Models Make Interpretations Difficult EMNLP 2018
Efficient Optimization for Rank-Based Loss Functions CVPR 2018
Improving Regression Performance with Distributional Losses ICML 2018
Angular Softmax for Short-Duration Text-independent Speaker Verification INTERSPEECH 2018
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation INTERSPEECH 2018
Learning towards Minimum Hyperspherical Energy NIPS 2018