Interpretable Distance Metric Learning for Handwritten Chinese Character Recognition Mar 17, 2021 Diversity Handwriting Recognition
— Unverified Distance Metric-Based Learning with Interpolated Latent Features for Location Classification in Endoscopy Image and Video Mar 15, 2021 Anomaly Detection Few-Shot Learning
— Unverified Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning Mar 15, 2021 Metric Learning Neural Architecture Search
Code Code Available Metric Learning for Anti-Compression Facial Forgery Detection Mar 15, 2021 Metric Learning
— Unverified Cross-Domain Similarity Learning for Face Recognition in Unseen Domains Mar 12, 2021 Face Recognition Metric Learning
— Unverified Cross-modal Image Retrieval with Deep Mutual Information Maximization Mar 10, 2021 Cross-Modal Retrieval Image Retrieval
— Unverified Fully Convolutional Geometric Features for Category-level Object Alignment Mar 8, 2021 Metric Learning Object
— Unverified Meta-learning representations for clustering with infinite Gaussian mixture models Mar 1, 2021 Clustering Meta-Learning
— Unverified A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Feb 25, 2021 Contrastive Learning Language Modeling
— Unverified Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search Feb 22, 2021 Metric Learning Multi-Task Learning
Code Code Available Fuzzy clustering algorithms with distance metric learning and entropy regularization Feb 18, 2021 Clustering Metric Learning
— Unverified Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining Feb 16, 2021 Audio Classification Event Detection
— Unverified A Unified Batch Selection Policy for Active Metric Learning Feb 15, 2021 Active Learning Diversity
— Unverified Exploring Adversarial Robustness of Deep Metric Learning Feb 14, 2021 Adversarial Robustness Metric Learning
Code Code Available Dimension Free Generalization Bounds for Non Linear Metric Learning Feb 7, 2021 Generalization Bounds Metric Learning
— Unverified MOTS R-CNN: Cosine-margin-triplet loss for multi-object tracking Feb 6, 2021 Metric Learning Multi-Object Tracking
— Unverified Hyperspherical embedding for novel class classification Feb 5, 2021 Classification Few-Shot Learning
— Unverified Feature Representation in Deep Metric Embeddings Feb 5, 2021 Few-Shot Learning Metric Learning
— Unverified Multimodal-Aware Weakly Supervised Metric Learning with Self-weighting Triplet Loss Feb 3, 2021 Metric Learning Triplet
— Unverified Semantic Borrowing for Generalized Zero-Shot Learning Jan 30, 2021 Generalized Zero-Shot Learning Metric Learning
— Unverified Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging Jan 30, 2021 Audio Signal Processing Collaborative Filtering
Code Code Available Few-Shot Learning for Road Object Detection Jan 29, 2021 Few-Shot Learning Few-Shot Object Detection
— Unverified Supervised Tree-Wasserstein Distance Jan 27, 2021 Document Classification GPU
— Unverified Hashing and metric learning for charged particle tracking Jan 16, 2021 Metric Learning Triplet
— Unverified How Shift Equivariance Impacts Metric Learning for Instance Segmentation Jan 14, 2021 Decoder Instance Segmentation
Code Code Available Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation Jan 13, 2021 Metric Learning Recommendation Systems
— Unverified Rethinking Interactive Image Segmentation: Feature Space Annotation Jan 12, 2021 Foreground Segmentation Image Segmentation
Code Code Available Adversarial-Metric Learning for Audio-Visual Cross-Modal Matching Jan 12, 2021 audio-visual learning Metric Learning
Code Code Available Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video Jan 11, 2021 Few-Shot Learning image-classification
— Unverified Metric Learning for Session-based Recommendations Jan 7, 2021 Learning-To-Rank Metric Learning
Code Code Available Recommending Accurate and Diverse Items Using Bilateral Branch Network Jan 4, 2021 Diversity image-classification
— Unverified Sequence Metric Learning as Synchronization of Recurrent Neural Networks Jan 1, 2021 Activity Recognition Metric Learning
— Unverified Embedding Transfer via Smooth Contrastive Loss Jan 1, 2021 Metric Learning Semantic Similarity
— Unverified Normalized Human Pose Features for Human Action Video Alignment Jan 1, 2021 Action Recognition Metric Learning
— Unverified Adversarial Deep Metric Learning Jan 1, 2021 Metric Learning
— Unverified Learning Deep Local Features With Multiple Dynamic Attentions for Large-Scale Image Retrieval Jan 1, 2021 Image Retrieval Metric Learning
Code Code Available Bayesian Metric Learning for Robust Training of Deep Models under Noisy Labels Jan 1, 2021 General Classification Metric Learning
— Unverified Channel Augmented Joint Learning for Visible-Infrared Recognition Jan 1, 2021 Data Augmentation Diversity
Code Code Available Learning Semantic Similarities for Prototypical Classifiers Jan 1, 2021 Few-Shot Learning Metric Learning
— Unverified Contextual Image Parsing via Panoptic Segment Sorting Jan 1, 2021 Metric Learning Panoptic Segmentation
— Unverified Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding Jan 1, 2021 Metric Learning
— Unverified MM-FSOD: Meta and metric integrated few-shot object detection Dec 30, 2020 Few-Shot Object Detection Meta-Learning
— Unverified Person Re-identification with Adversarial Triplet Embedding Dec 28, 2020 Metric Learning Person Re-Identification
— Unverified Person Re-Identification using Deep Learning Networks: A Systematic Review Dec 24, 2020 Deep Learning Metric Learning
— Unverified Predicting Generalization in Deep Learning via Metric Learning -- PGDL Shared task Dec 16, 2020 Deep Learning Metric Learning
— Unverified Odd-One-Out Representation Learning Dec 14, 2020 Disentanglement Metric Learning
Code Code Available Deep Depression Prediction on Longitudinal Data via Joint Anomaly Ranking and Classification Dec 5, 2020 Depression Detection Metric Learning
— Unverified Generalization Bound of Gradient Descent for Non-Convex Metric Learning Dec 1, 2020 Metric Learning
Code Code Available Sharper Generalization Bounds for Pairwise Learning Dec 1, 2020 Generalization Bounds Metric Learning
— Unverified A Deep Metric Learning Method for Biomedical Passage Retrieval Dec 1, 2020 Metric Learning Passage Retrieval
— Unverified 