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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network NIPS 2022
Provably expressive temporal graph networks NIPS 2022
Chefs' Random Tables: Non-Trigonometric Random Features NIPS 2022
Geometric Order Learning for Rank Estimation NIPS 2022
HyperInverter: Improving StyleGAN Inversion via Hypernetwork CVPR 2022
Optimal Rates for Regularized Conditional Mean Embedding Learning NIPS 2022
FaceVerse: A Fine-Grained and Detail-Controllable 3D Face Morphable Model From a Hybrid Dataset CVPR 2022
Scene-Text Aware Image and Text Retrieval with Dual-Encoder ACL 2022
One for All: Simultaneous Metric and Preference Learning over Multiple Users NIPS 2022
Reconstructing Surfaces for Sparse Point Clouds With On-Surface Priors CVPR 2022
Gaussian Copula Embeddings NIPS 2022
Exploring Dual Encoder Architectures for Question Answering EMNLP 2022
WueDevils at SemEval-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices SEMEVAL 2022
Recurrent Dynamic Embedding for Video Object Segmentation CVPR 2022
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction CVPR 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022
Semantic Compression Embedding for Generative Zero-Shot Learning IJCAI 2022
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022
Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022
Raccoons at SemEval-2022 Task 11: Leveraging Concatenated Word Embeddings for Named Entity Recognition SEMEVAL 2022
Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel (Extended Abstract) IJCAI 2022
Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022
Graph-based Dynamic Word Embeddings IJCAI 2022
Integrating Language Guidance Into Vision-Based Deep Metric Learning CVPR 2022