Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings Jun 21, 2020 Graph Embedding Graph Learning
Code Code Available 5 Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? Sep 13, 2023 Image Classification Image Retrieval
Code Code Available 5 It Takes Two to Tango: Mixup for Deep Metric Learning Jun 9, 2021 Data Augmentation Metric Learning
Code Code Available 5 MM-RealSR: Metric Learning based Interactive Modulation for Real-World Super-Resolution May 10, 2022 Image Restoration Metric Learning
Code Code Available 5 Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial Predictions Jun 30, 2023 image-classification Image Classification
Code Code Available 5 Continual Learning of Object Instances Apr 22, 2020 Continual Learning Metric Learning
Code Code Available 5 DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers May 29, 2025 Metric Learning parameter-efficient fine-tuning
Code Code Available 5 DAS: Densely-Anchored Sampling for Deep Metric Learning Jul 30, 2022 Face Recognition Image Retrieval
Code Code Available 5 Adversarial Self-Supervised Scene Flow Estimation Nov 1, 2020 Metric Learning Scene Flow Estimation
Code Code Available 5 Large-to-small Image Resolution Asymmetry in Deep Metric Learning Oct 11, 2022 Image Retrieval Metric Learning
Code Code Available 5 Contrastive Bayesian Analysis for Deep Metric Learning Oct 10, 2022 Contrastive Learning Metric Learning
Code Code Available 5 Deep Attentive Time Warping Sep 13, 2023 Dynamic Time Warping Metric Learning
Code Code Available 5 Contrastive Learning with Hard Negative Samples Oct 9, 2020 Contrastive Learning Metric Learning
Code Code Available 5 Deep Factorized Metric Learning Jan 1, 2023 image-classification Image Classification
Code Code Available 5 Deep Cosine Metric Learning for Person Re-Identification Dec 2, 2018 General Classification Metric Learning
Code Code Available 5 Deep Compositional Metric Learning Jun 19, 2021 Metric Learning
Code Code Available 5 Deep Iterative and Adaptive Learning for Graph Neural Networks Dec 17, 2019 Graph Learning Graph structure learning
Code Code Available 5 COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition Oct 1, 2022 Contrastive Learning few-shot-ner
Code Code Available 5 Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation Jul 30, 2020 Clustering Instance Segmentation
Code Code Available 5 Learning with Memory-based Virtual Classes for Deep Metric Learning Mar 31, 2021 Metric Learning
Code Code Available 5 Context-Aware Visual Compatibility Prediction Feb 10, 2019 Graph Neural Network Metric Learning
Code Code Available 5 Joint Learning of Graph Representation and Node Features in Graph Convolutional Neural Networks Sep 11, 2019 Graph Learning Metric Learning
Code Code Available 5 Adversarial-Metric Learning for Audio-Visual Cross-Modal Matching Jan 12, 2021 audio-visual learning Metric Learning
Code Code Available 5 Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks Aug 3, 2022 Metric Learning Re-Ranking
Code Code Available 5 Interval Bound Interpolation for Few-shot Learning with Few Tasks Apr 7, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting Apr 23, 2019 Domain Generalization Generalizable Person Re-identification
Code Code Available 5 I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding Jun 28, 2022 Density Estimation Metric Learning
Code Code Available 5 Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies May 29, 2024 Metric Learning Off-policy evaluation
Code Code Available 5 Inspecting class hierarchies in classification-based metric learning models Jan 26, 2023 Classification Metric Learning
Code Code Available 5 A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling Jun 26, 2023 Document-level Relation Extraction Document-level RE with incomplete labeling
Code Code Available 5 Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation Nov 24, 2024 3D Semantic Segmentation Active Learning
Code Code Available 5 In Defense of the Triplet Loss for Person Re-Identification Mar 22, 2017 General Classification Metric Learning
Code Code Available 5 InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Nov 23, 2022 Dimensionality Reduction Image Retrieval
Code Code Available 5 Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation Jun 8, 2019 Metric Learning
Code Code Available 5 Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning Oct 1, 2022 Metric Learning Sentence
Code Code Available 5 Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric Jul 3, 2024 Diversity Metric Learning
Code Code Available 5 In Defense of the Classification Loss for Person Re-Identification Sep 16, 2018 Classification General Classification
Code Code Available 5 Improved Diversity-Promoting Collaborative Metric Learning for Recommendation Sep 2, 2024 Collaborative Filtering Diversity
Code Code Available 5 Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning Oct 1, 2019 Few-Shot Learning Metric Learning
Code Code Available 5 Improved Embeddings with Easy Positive Triplet Mining Apr 8, 2019 Image Retrieval Metric Learning
Code Code Available 5 Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval May 8, 2021 Image Retrieval Metric Learning
Code Code Available 5 Improving Collaborative Metric Learning with Efficient Negative Sampling Sep 24, 2019 Change Detection Face Recognition
Code Code Available 5 Collaborative Residual Metric Learning Apr 17, 2023 Collaborative Filtering Metric Learning
Code Code Available 5 Collaborative Preference Embedding against Sparse Labels Oct 21, 2019 Collaborative Filtering Decision Making
Code Code Available 5 IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity May 25, 2019 Metric Learning Out-of-Distribution Detection
Code Code Available 5 IDEAL: Independent Domain Embedding Augmentation Learning May 21, 2021 Image Retrieval Metric Learning
Code Code Available 5 Improved Deep Metric Learning with Multi-class N-pair Loss Objective Dec 1, 2016 Clustering Face Verification
Code Code Available 5 Collaborative Metric Learning Apr 1, 2017 Collaborative Filtering Metric Learning
Code Code Available 5 Human Motion Analysis with Deep Metric Learning Jul 30, 2018 Dynamic Time Warping Metric Learning
Code Code Available 5 