Exploring Adversarial Robustness of Deep Metric Learning Feb 14, 2021 Adversarial Robustness Metric Learning
Code Code Available Unsupervised Ground Metric Learning using Wasserstein Singular Vectors Feb 11, 2021 Clustering Dimensionality Reduction
Code Code Available Training Vision Transformers for Image Retrieval Feb 10, 2021 image-classification Image Classification
Code Code Available Multi-level Distance Regularization for Deep Metric Learning Feb 8, 2021 Metric Learning Retrieval
Code Code Available Dimension Free Generalization Bounds for Non Linear Metric Learning Feb 7, 2021 Generalization Bounds Metric Learning
— Unverified MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification Feb 7, 2021 Classification EEG
Code Code Available 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 Exploring Cross-Image Pixel Contrast for Semantic Segmentation Jan 28, 2021 Metric Learning Optical Character Recognition (OCR)
Code Code Available Supervised Tree-Wasserstein Distance Jan 27, 2021 Document Classification GPU
— Unverified Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer Jan 22, 2021 Drug Discovery Metric Learning
Code Code Available 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 Adversarial-Metric Learning for Audio-Visual Cross-Modal Matching Jan 12, 2021 audio-visual learning Metric Learning
Code Code Available Rethinking Interactive Image Segmentation: Feature Space Annotation Jan 12, 2021 Foreground Segmentation Image Segmentation
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 Facial Expression Recognition in the Wild via Deep Attentive Center Loss Jan 7, 2021 Facial Expression Recognition Facial Expression Recognition (FER)
Code Code Available Distribution-Free, Risk-Controlling Prediction Sets Jan 7, 2021 BIG-bench Machine Learning Classification
Code Code Available 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 Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning Jan 1, 2021 3D Shape Retrieval Contrastive Learning
Code Code Available Channel Augmented Joint Learning for Visible-Infrared Recognition Jan 1, 2021 Data Augmentation Diversity
Code Code Available Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding Jan 1, 2021 Metric Learning
— Unverified Normalized Human Pose Features for Human Action Video Alignment Jan 1, 2021 Action Recognition 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 Contextual Image Parsing via Panoptic Segment Sorting Jan 1, 2021 Metric Learning Panoptic Segmentation
— Unverified Embedding Transfer via Smooth Contrastive Loss Jan 1, 2021 Metric Learning Semantic Similarity
— Unverified Adversarial Deep Metric Learning Jan 1, 2021 Metric Learning
— Unverified Learning Semantic Similarities for Prototypical Classifiers Jan 1, 2021 Few-Shot Learning Metric Learning
— Unverified Sequence Metric Learning as Synchronization of Recurrent Neural Networks Jan 1, 2021 Activity Recognition 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 Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition Dec 26, 2020 Action Recognition Metric Learning
Code Code Available Person Re-Identification using Deep Learning Networks: A Systematic Review Dec 24, 2020 Deep Learning Metric Learning
— Unverified Progressive One-shot Human Parsing Dec 22, 2020 Human Parsing Metric Learning
Code Code Available 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 Intrinsic persistent homology via density-based metric learning Dec 11, 2020 Anomaly Detection Metric Learning
Code Code Available LayoutGMN: Neural Graph Matching for Structural Layout Similarity Dec 11, 2020 Graph Matching Metric Learning
Code Code Available A Registration-aided Domain Adaptation Network for 3D Point Cloud Based Place Recognition Dec 9, 2020 3D Place Recognition Autonomous Driving
Code Code Available Deep Depression Prediction on Longitudinal Data via Joint Anomaly Ranking and Classification Dec 5, 2020 Depression Detection Metric Learning
— Unverified ID-Reveal: Identity-aware DeepFake Video Detection Dec 4, 2020 Face Swapping Metric Learning
Code Code Available A Deep Metric Learning Method for Biomedical Passage Retrieval Dec 1, 2020 Metric Learning Passage Retrieval
— Unverified 