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Metric Learning

172 directly classified papers

Papers per year

Papers

An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling NAACL 2022
Few-Shot Object Detection With Fully Cross-Transformer CVPR 2022
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough AAAI 2022
Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task EMNLP 2022
Adversarial Reweighting for Speaker Verification Fairness INTERSPEECH 2022
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition WACV 2022
Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching EMNLP 2022
Pairwise Supervision Can Provably Elicit a Decision Boundary AISTATS 2022
FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022
Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022
A Lower Bound of Hash Codes' Performance NIPS 2022
Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022
MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem EMNLP 2022
LUNA: Localizing Unfamiliarity Near Acquaintance for Open-Set Long-Tailed Recognition AAAI 2022
Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding AAAI 2022
One for All: Simultaneous Metric and Preference Learning over Multiple Users NIPS 2022
Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective NIPS 2022
Proxy Graph Matching with Proximal Matching Networks AAAI 2021
Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales CVPR 2021
Robust and Decomposable Average Precision for Image Retrieval NIPS 2021
Metric Learning Based Feature Representation with Gated Fusion Model for Speech Emotion Recognition INTERSPEECH 2021
Asymmetric Metric Learning for Knowledge Transfer CVPR 2021
POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples NIPS 2021