Metric Learning

Dissecting Deep Metric Learning Losses for Image-Text Retrieval WACV 2023 Distinguishability Calibration to In-Context Learning EACL 2023 DLBD: A Self-Supervised Direct-Learned Binary Descriptor CVPR 2023 Don’t Mess with Mister-in-Between: Improved Negative Search for Knowledge Graph Completion EACL 2023 Doodle to Object: Practical Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2023 DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations ACL 2023 Dynamic Offset Metric on Heterogeneous Information Networks for Cold-start Recommendation ACML 2023 EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships MLHC 2023 Effective Contrastive Weighting for Dense Query Expansion ACL 2023 Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration ICML 2023 Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond ICCV 2023 Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition EMNLP 2023 EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis NeurIPS 2023 Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions ICML 2023 Empowering Networks With Scale and Rotation Equivariance Using A Similarity Convolution ICLR 2023 Energy-Based Sliced Wasserstein Distance NeurIPS 2023 Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors EMNLP 2023 Equiangular Basis Vectors CVPR 2023 Equivariant Similarity for Vision-Language Foundation Models ICCV 2023 Estimating Riemannian Metric with Noise-Contaminated Intrinsic Distance NeurIPS 2023 Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples ACL 2023 Evaluating Representations with Readout Model Switching ICLR 2023 Event Process Typing via Hierarchical Optimal Transport AAAI 2023 Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification Interspeech 2023 Exploring Linguistic Style Matching in Online Communities: The Role of Social Context and Conversation Dynamics ACL 2023