Balanced and Hierarchical Relation Learning for One-Shot Object Detection Jan 1, 2022 Metric Learning object-detection
Code Code Available Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning Jan 1, 2022 Metric Learning Node Classification
Code Code Available 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 Cross Modal Retrieval with Querybank Normalisation Dec 23, 2021 Cross-Modal Retrieval Metric Learning
Code Code Available 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 Shaping Visual Representations with Attributes for Few-Shot Recognition Dec 13, 2021 Attribute Few-Shot Learning
Code Code Available Construct Informative Triplet with Two-stage Hard-sample Generation Dec 4, 2021 Generative Adversarial Network Metric Learning
— Unverified HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval Dec 4, 2021 Binarization Deep Hashing
Code Code Available Open-set 3D Object Detection Dec 2, 2021 3D Object Detection Clustering
— 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 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 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 Emotion Embedding Spaces for Matching Music to Stories Nov 26, 2021 Cross-Modal Retrieval 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 Learning PSD-valued functions using kernel sums-of-squares Nov 22, 2021 Metric Learning regression
Code Code Available ShufaNet: Classification method for calligraphers who have reached the professional level Nov 22, 2021 Classification Few-Shot Learning
— Unverified Person Re-identification Method Based on Color Attack and Joint Defence Nov 18, 2021 Adversarial Defense Metric Learning
Code Code Available Interpretable embeddings to understand computing careers Nov 16, 2021 Metric Learning Word Embeddings
— Unverified Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object Detection Nov 12, 2021 Few-Shot Object Detection Meta-Learning
Code Code Available Dual Prototypical Contrastive Learning for Few-shot Semantic Segmentation Nov 9, 2021 Contrastive Learning Few-Shot Semantic Segmentation
Code Code Available Learning Rates for Nonconvex Pairwise Learning Nov 9, 2021 Metric Learning
— Unverified Bilinear pooling and metric learning network for early Alzheimer's disease identification with FDG-PET images Nov 9, 2021 Metric Learning Specificity
— Unverified Query-augmented Active Metric Learning Nov 8, 2021 Clustering 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 Learning suction graspability considering grasp quality and robot reachability for bin-picking Nov 4, 2021 Decoder Metric Learning
— Unverified 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 Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection Oct 28, 2021 Autonomous Driving Few-Shot Object Detection
— Unverified Towards Robust Bisimulation Metric Learning Oct 27, 2021 continuous-control Continuous Control
Code Code Available Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification Oct 22, 2021 Classification Graph Neural Network
Code Code Available Supervised Metric Learning for Music Structure Features Oct 18, 2021 Metric Learning
— Unverified A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data Oct 18, 2021 Image Segmentation Medical Image Segmentation
— Unverified A MIMO Radar-based Few-Shot Learning Approach for Human-ID Oct 16, 2021 Few-Shot Learning Metric Learning
— Unverified Exposing Query Identification for Search Transparency Oct 14, 2021 Metric Learning Retrieval
— Unverified Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals Oct 13, 2021 Metric Learning Time Series
— Unverified Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar Oct 12, 2021 Metric Learning regression
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