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Papers
Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation
ICML 2024
PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation
NeurIPS 2024
Stop-Gradient Softmax Loss for Deep Metric Learning
AAAI 2023
UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition
NeurIPS 2023
Adaptive Rectangle Loss for Speaker Verification
Interspeech 2022
Learning Towards The Largest Margins
ICLR 2022
Group Softmax Loss With Discriminative Feature Grouping
WACV 2021
Mis-Classified Vector Guided Softmax Loss for Face Recognition
AAAI 2020
On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks
AAAI 2020
Softmax Dissection: Towards Understanding Intra- and Inter-Class Objective for Embedding Learning
AAAI 2020
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations
CVPR 2019
Deep Meta Metric Learning
ICCV 2019
Large Margin Softmax Loss for Speaker Verification
Interspeech 2019
Separate Loss for Basic and Compound Facial Expression Recognition in the Wild
ACML 2019
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling
ICCV 2019
Angular Softmax for Short-Duration Text-independent Speaker Verification
Interspeech 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition
CVPR 2018
Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss
ACML 2018
Ensemble Soft-Margin Softmax Loss for Image Classification
IJCAI 2018
Mean-Variance Loss for Deep Age Estimation From a Face
CVPR 2018
Loss Functions for Top-k Error: Analysis and Insights
CVPR 2016