Metric Learning

Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning ICCV 2021 SLADE: A Self-Training Framework for Distance Metric Learning CVPR 2021 Sliced Mutual Information: A Scalable Measure of Statistical Dependence NeurIPS 2021 Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation NeurIPS 2021 SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud Based Place Recognition CVPR 2021 Spatial Assembly Networks for Image Representation Learning CVPR 2021 Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition AAAI 2021 SSD: A Unified Framework for Self-Supervised Outlier Detection ICLR 2021 Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss AISTATS 2021 StacMR: Scene-Text Aware Cross-Modal Retrieval WACV 2021 Step-Wise Hierarchical Alignment Network for Image-Text Matching IJCAI 2021 Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach AAAI 2021 StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval CVPR 2021 Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric AAAI 2021 Supervised Tree-Wasserstein Distance ICML 2021 SWEAT: Scoring Polarization of Topics across Different Corpora EMNLP 2021 Targeted Keyword Filtering for Accelerated Spoken Topic Identification Interspeech 2021 Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting Interspeech 2021 Text-based Person Search via Multi-Granularity Embedding Learning IJCAI 2021 TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora NAACL 2021 Thinking Fast and Slow: Efficient Text-to-Visual Retrieval With Transformers CVPR 2021 Towards a Universal Model for Cross-Dataset Crowd Counting ICCV 2021 Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage AAAI 2021 Towards Interpretable Deep Metric Learning With Structural Matching ICCV 2021 Towards Precise Intra-Camera Supervised Person Re-Identification WACV 2021