BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian Perspective Feb 19, 2022 Domain Adaptation Metric Learning
— Unverified Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition Feb 16, 2022 Classification Handwriting Recognition
— Unverified Do Lessons from Metric Learning Generalize to Image-Caption Retrieval? Feb 14, 2022 Image Retrieval Metric Learning
Code Code Available Graph Neural Network with Curriculum Learning for Imbalanced Node Classification Feb 5, 2022 Classification Graph Classification
— Unverified Active metric learning and classification using similarity queries Feb 4, 2022 Active Learning Classification
— Unverified MGNN: Graph Neural Networks Inspired by Distance Geometry Problem Jan 31, 2022 Combinatorial Optimization Metric Learning
Code Code Available HSADML: Hyper-Sphere Angular Deep Metric based Learning for Brain Tumor Classification Jan 28, 2022 Brain Tumor Classification Metric Learning
— Unverified Dissecting the impact of different loss functions with gradient surgery Jan 27, 2022 Image Retrieval Metric Learning
— Unverified Synthetic speech detection using meta-learning with prototypical loss Jan 24, 2022 Data Augmentation Meta-Learning
— Unverified Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey Jan 23, 2022 Dimensionality Reduction Metric Learning
— Unverified Visual Representation Learning with Self-Supervised Attention for Low-Label High-data Regime Jan 22, 2022 Few-Shot Image Classification image-classification
Code Code Available Distance-Ratio-Based Formulation for Metric Learning Jan 21, 2022 Metric Learning
Code Code Available Adaptive neighborhood Metric learning Jan 20, 2022 Metric Learning Triplet
— Unverified Structure and Semantics Preserving Document Representations Jan 11, 2022 Metric Learning Retrieval
— Unverified Learning to Generate Novel Classes for Deep Metric Learning Jan 4, 2022 Data Augmentation Metric Learning
— Unverified Weakly-Supervised Metric Learning With Cross-Module Communications for the Classification of Anterior Chamber Angle Images Jan 1, 2022 Metric Learning
Code Code Available Adaptive Hierarchical Representation Learning for Long-Tailed Object Detection Jan 1, 2022 Long-tailed Object Detection Metric Learning
— Unverified Multi-Head Deep Metric Learning Using Global and Local Representations Dec 28, 2021 Metric Learning Retrieval
— Unverified Few-Shot Classification in Unseen Domains by Episodic Meta-Learning Across Visual Domains Dec 27, 2021 Classification Few-Shot Learning
— Unverified Visual Microfossil Identification via Deep Metric Learning Dec 17, 2021 Metric Learning
Code Code Available SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification Dec 15, 2021 Attribute Hyperspectral Image Classification
Code Code Available Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval Dec 15, 2021 Image Retrieval Metric Learning
Code Code Available E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation Dec 14, 2021 Metric Learning Model Optimization
Code Code Available Construct Informative Triplet with Two-stage Hard-sample Generation Dec 4, 2021 Generative Adversarial Network Metric Learning
— Unverified Open-set 3D Object Detection Dec 2, 2021 3D Object Detection Clustering
— Unverified Generalization Guarantee of SGD for Pairwise Learning Dec 1, 2021 Generalization Bounds Metric Learning
— Unverified Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning Dec 1, 2021 Generalization Bounds Metric Learning
— Unverified Contrastive Instance Association for 4D Panoptic Segmentation using Sequences of 3D LiDAR Scans Dec 1, 2021 4D Panoptic Segmentation Autonomous Navigation
Code Code Available Chemical Identification and Indexing in PubMed Articles via BERT and Text-to-Text Approaches Nov 30, 2021 Articles Chemical Indexing
— Unverified Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning Nov 30, 2021 Emotion Recognition Metric Learning
Code Code Available APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation Nov 24, 2021 Few-Shot Semantic Segmentation Metric Learning
— Unverified Deep metric learning improves lab of origin prediction of genetically engineered plasmids Nov 24, 2021 Few-Shot Learning Metric Learning
— Unverified Simple Stochastic and Online Gradient DescentAlgorithms for Pairwise Learning Nov 23, 2021 Generalization Bounds Metric Learning
Code Code Available ShufaNet: Classification method for calligraphers who have reached the professional level Nov 22, 2021 Classification Few-Shot Learning
— Unverified Learning PSD-valued functions using kernel sums-of-squares Nov 22, 2021 Metric Learning regression
Code Code Available Interpretable embeddings to understand computing careers Nov 16, 2021 Metric Learning Word Embeddings
— Unverified Dual Prototypical Contrastive Learning for Few-shot Semantic Segmentation Nov 9, 2021 Contrastive Learning Few-Shot Semantic Segmentation
Code Code Available Bilinear pooling and metric learning network for early Alzheimer's disease identification with FDG-PET images Nov 9, 2021 Metric Learning Specificity
— Unverified Learning Rates for Nonconvex Pairwise Learning Nov 9, 2021 Metric Learning
— Unverified Query-augmented Active Metric Learning Nov 8, 2021 Clustering Metric Learning
— Unverified Learning suction graspability considering grasp quality and robot reachability for bin-picking Nov 4, 2021 Decoder Metric Learning
— Unverified Online Continual Learning via Multiple Deep Metric Learning and Uncertainty-guided Episodic Memory Replay -- 3rd Place Solution for ICCV 2021 Workshop SSLAD Track 3A Continual Object Classification Nov 4, 2021 Autonomous Driving Continual Learning
Code Code Available A MIMO Radar-Based Metric Learning Approach for Activity Recognition Nov 2, 2021 Activity Recognition Few-Shot Learning
— Unverified Out of distribution detection for skin and malaria images Nov 2, 2021 Metric Learning Out-of-Distribution Detection
— Unverified Faster Algorithms for Learning Convex Functions Nov 2, 2021 Metric Learning regression
— Unverified Few-shot learning with improved local representations via bias rectify module Nov 1, 2021 Few-Shot Learning Metric Learning
— Unverified PP-ShiTu: A Practical Lightweight Image Recognition System Nov 1, 2021 Face Recognition Knowledge Distillation
Code Code Available MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning Oct 30, 2021 Few-Shot Learning Few-Shot Semantic Segmentation
— Unverified Domain Agnostic Few-Shot Learning For Document Intelligence Oct 29, 2021 Classification Cross-Domain Few-Shot
— Unverified Adaptive Hierarchical Similarity Metric Learning with Noisy Labels Oct 29, 2021 Learning with noisy labels Metric Learning
— Unverified 