Few-Shot Object Detection with Fully Cross-Transformer Mar 28, 2022 Few-Shot Object Detection Metric Learning
Code Code Available Attributable Visual Similarity Learning Mar 28, 2022 Metric Learning Semantic Similarity
Code Code Available Continuous Metric Learning For Transferable Speech Emotion Recognition and Embedding Across Low-resource Languages Mar 28, 2022 Denoising Emotion Classification
— Unverified Compare learning: bi-attention network for few-shot learning Mar 25, 2022 Few-Shot Learning Metric Learning
— Unverified On the Kullback-Leibler divergence between pairwise isotropic Gaussian-Markov random fields Mar 24, 2022 Denoising Image Denoising
— Unverified Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning Mar 23, 2022 Attribute Fairness
— Unverified Was that so hard? Estimating human classification difficulty Mar 22, 2022 Classification Metric Learning
— Unverified Hyperbolic Vision Transformers: Combining Improvements in Metric Learning Mar 21, 2022 Metric Learning
Code Code Available Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback Mar 18, 2022 Metric Learning Recommendation Systems
— Unverified Non-isotropy Regularization for Proxy-based Deep Metric Learning Mar 16, 2022 Metric Learning
Code Code Available Integrating Language Guidance into Vision-based Deep Metric Learning Mar 16, 2022 Metric Learning
Code Code Available Semi-constraint Optimal Transport for Entity Alignment with Dangling Cases Mar 11, 2022 Entity Alignment Knowledge Graphs
Code Code Available Online Deep Metric Learning via Mutual Distillation Mar 10, 2022 Metric Learning
— Unverified Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-supervised Learning Mar 8, 2022 Clustering Graph Attention
— Unverified Continuous Self-Localization on Aerial Images Using Visual and Lidar Sensors Mar 7, 2022 Metric Learning
— Unverified Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the Wild Mar 3, 2022 Facial Expression Recognition Facial Expression Recognition (FER)
Code Code Available STUN: Self-Teaching Uncertainty Estimation for Place Recognition Mar 3, 2022 Metric Learning Simultaneous Localization and Mapping
Code Code Available Enhancing Adversarial Robustness for Deep Metric Learning Mar 2, 2022 Adversarial Robustness Metric Learning
Code Code Available Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training Mar 2, 2022 3D Place Recognition Image Retrieval
Code Code Available Robust Textual Embedding against Word-level Adversarial Attacks Feb 28, 2022 Attribute Metric Learning
Code Code Available Learning Transferable Reward for Query Object Localization with Policy Adaptation Feb 24, 2022 Metric Learning Object Localization
Code Code Available Robust Geometric Metric Learning Feb 23, 2022 Metric Learning
Code Code Available Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning Feb 23, 2022 Metric Learning parameter estimation
— Unverified Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Feb 23, 2022 Action Classification Action Recognition
Code Code Available Fast Eye Detector Using Siamese Network for NIR Partial Face Images Feb 22, 2022 Iris Recognition Metric Learning
— Unverified Contrastive-mixup learning for improved speaker verification Feb 22, 2022 Data Augmentation Metric Learning
— Unverified 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 Probabilistic Embeddings Revisited Feb 14, 2022 Face Verification Image Retrieval
Code Code Available Geometric Transformer for Fast and Robust Point Cloud Registration Feb 14, 2022 Metric Learning Point Cloud Registration
Code Code Available Improving Molecular Representation Learning with Metric Learning-enhanced Optimal Transport Feb 13, 2022 Domain Adaptation 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 Crystal structure prediction with machine learning-based element substitution Jan 26, 2022 BIG-bench Machine Learning Metric Learning
Code Code Available SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification Jan 25, 2022 Image Reconstruction Metric Learning
Code Code Available Synthetic speech detection using meta-learning with prototypical loss Jan 24, 2022 Data Augmentation Meta-Learning
— Unverified What You See is Not What the Network Infers: Detecting Adversarial Examples Based on Semantic Contradiction Jan 24, 2022 Autonomous Driving Metric Learning
Code Code Available Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey Jan 23, 2022 Dimensionality Reduction Metric Learning
— Unverified Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments Jan 23, 2022 geo-localization Metric Learning
Code Code Available 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 