Metric Learning

Spatio-temporal alignments: Optimal transport through space and time AISTATS 2020 Speaker-Aware Linear Discriminant Analysis in Speaker Verification Interspeech 2020 Speaker Representation Learning Using Global Context Guided Channel and Time-Frequency Transformations Interspeech 2020 s-SBIR: Style Augmented Sketch based Image Retrieval WACV 2020 Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval WACV 2020 Stochastic Flows and Geometric Optimization on the Orthogonal Group ICML 2020 Stochastic Sparse Subspace Clustering CVPR 2020 Structured Multi-Hashing for Model Compression CVPR 2020 Symmetrical Synthesis for Deep Metric Learning AAAI 2020 Symmetric Metric Learning with Adaptive Margin for Recommendation AAAI 2020 SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification AAAI 2020 Team MLU@CL-SciSumm20: Methods for Computational Linguistics Scientific Citation Linkage EMNLP 2020 The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification NeurIPS 2020 The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures EMNLP 2020 The Shape of Data: Intrinsic Distance for Data Distributions ICLR 2020 Towards Efficient Model Compression via Learned Global Ranking CVPR 2020 Towards Transferable Targeted Attack CVPR 2020 Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching IJCAI 2020 Transfer Learning of the Expressivity Using FLOW Metric Learning in Multispeaker Text-to-Speech Synthesis Interspeech 2020 Tree! I am no Tree! I am a low dimensional Hyperbolic Embedding NeurIPS 2020 Two Simple Ways to Learn Individual Fairness Metrics from Data ICML 2020 Unbalanced Sobolev Descent NeurIPS 2020 Universal Weighting Metric Learning for Cross-Modal Matching CVPR 2020 Unsupervised Metric Learning with Synthetic Examples AAAI 2020 Unsupervised Metric Relocalization Using Transform Consistency Loss CoRL 2020