Understanding the Role of the Projector in Knowledge Distillation Mar 20, 2023 image-classification Image Classification
Code Code Available End-to-end One-shot Human Parsing May 4, 2021 Human Parsing Metric Learning
Code Code Available A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification Mar 31, 2020 Metric Learning Speaker Verification
Code Code Available ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification May 28, 2020 Few-Shot Image Classification Fine-Grained Image Recognition
Code Code Available Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning Mar 1, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization Jul 13, 2020 Metric Learning Triplet
Code Code Available Versatile User Identification in Extended Reality using Pretrained Similarity-Learning Feb 15, 2023 Metric Learning Unity
Code Code Available Facial Expression Recognition in the Wild via Deep Attentive Center Loss Jan 7, 2021 Facial Expression Recognition Facial Expression Recognition (FER)
Code Code Available DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers May 29, 2025 Metric Learning parameter-efficient fine-tuning
Code Code Available Manifold Matching via Deep Metric Learning for Generative Modeling Jun 20, 2021 Image Generation Metric Learning
Code Code Available Few-Shot Object Detection with Fully Cross-Transformer Mar 28, 2022 Few-Shot Object Detection Metric Learning
Code Code Available Few-Shot Open-Set Recognition using Meta-Learning May 27, 2020 Classification General Classification
Code Code Available Deep Iterative and Adaptive Learning for Graph Neural Networks Dec 17, 2019 Graph Learning Graph structure learning
Code Code Available Continual Learning of Object Instances Apr 22, 2020 Continual Learning Metric Learning
Code Code Available Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification Sep 14, 2022 Binary Classification Classification
Code Code Available Contrastive Bayesian Analysis for Deep Metric Learning Oct 10, 2022 Contrastive Learning Metric Learning
Code Code Available Circle Loss: A Unified Perspective of Pair Similarity Optimization Feb 25, 2020 Face Recognition Face Verification
Code Code Available Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-Identification Jul 17, 2023 Cross-Modality Person Re-identification image-classification
Code Code Available A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection May 24, 2022 Copy Detection Metric Learning
Code Code Available Close Imitation of Expert Retouching for Black-and-White Photography Jan 1, 2024 Metric Learning
Code Code Available Contrastive Learning with Hard Negative Samples Oct 9, 2020 Contrastive Learning Metric Learning
Code Code Available A Unified Object Motion and Affinity Model for Online Multi-Object Tracking Mar 25, 2020 Metric Learning Multi-Object Tracking
Code Code Available Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning Jul 20, 2021 Metric Learning
Code Code Available AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning Aug 13, 2021 Adversarial Attack Adversarial Robustness
Code Code Available Collaborative Translational Metric Learning Jun 4, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval Dec 12, 2023 Adversarial Defense Image Retrieval
Code Code Available A Hybrid System of Sound Event Detection Transformer and Frame-wise Model for DCASE 2022 Task 4 Oct 18, 2022 Event Detection Metric Learning
Code Code Available Compositional Learning of Image-Text Query for Image Retrieval Jun 19, 2020 Image Retrieval
Code Code Available Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition Sep 10, 2020 feature selection Metric Learning
Code Code Available Cross-Batch Memory for Embedding Learning Dec 14, 2019 GPU Image Retrieval
Code Code Available Cross Modal Retrieval with Querybank Normalisation Dec 23, 2021 Cross-Modal Retrieval Metric Learning
Code Code Available Crystal structure prediction with machine learning-based element substitution Jan 26, 2022 BIG-bench Machine Learning Metric Learning
Code Code Available ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Oct 12, 2021 3D Reconstruction Metric Learning
Code Code Available DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations Jun 5, 2020 Clustering Contrastive Learning
Code Code Available Deep Compositional Metric Learning Jun 19, 2021 Metric Learning
Code Code Available A Metric Learning Reality Check Mar 18, 2020 Metric Learning
Code Code Available Deep Learning for Person Re-identification: A Survey and Outlook Jan 13, 2020 Cross-Modal Person Re-Identification Deep Learning
Code Code Available Deep Metric Learning by Online Soft Mining and Class-Aware Attention Nov 4, 2018 Metric Learning Person Re-Identification
Code Code Available Deep Metric Learning for Unsupervised Remote Sensing Change Detection Mar 16, 2023 Change Detection Disaster Response
Code Code Available Deep metric learning using Triplet network Dec 20, 2014 General Classification Information Retrieval
Code Code Available AbRank: A Benchmark Dataset and Metric-Learning Framework for Antibody-Antigen Affinity Ranking Jun 21, 2025 Metric Learning Protein Language Model
Code Code Available Deformation-Aware 3D Model Embedding and Retrieval Apr 2, 2020 3D Object Reconstruction Metric Learning
Code Code Available Back to the Feature: Learning Robust Camera Localization from Pixels to Pose Mar 16, 2021 3D geometry Camera Localization
Code Code Available Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval Feb 27, 2018 General Classification image-classification
Code Code Available An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality Feb 14, 2020 Inductive Bias Metric Learning
Code Code Available Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization Sep 16, 2020 Autonomous Driving Contrastive Learning
Code Code Available 3rd Place Solution to "Google Landmark Retrieval 2020" Aug 24, 2020 Clustering Data Augmentation
Code Code Available Dynamic Metric Learning: Towards a Scalable Metric Space to Accommodate Multiple Semantic Scales Mar 22, 2021 Metric Learning
Code Code Available A Deep Metric Learning Approach to Account Linking May 15, 2021 Metric Learning
Code Code Available Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identification Jun 13, 2020 Attribute Metric Learning
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