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Embedding Learning

3751 directly classified papers

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Papers

Asymptotics of Network Embeddings Learned via Subsampling JMLR 2023
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens CVPR 2023
Homomorphism AutoEncoder -- Learning Group Structured Representations from Observed Transitions ICML 2023
Controllable Generation of Artificial Speaker Embeddings through Discovery of Principal Directions INTERSPEECH 2023
Text Only Domain Adaptation with Phoneme Guided Data Splicing for End-to-End Speech Recognition INTERSPEECH 2023
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models OSDI 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference NIPS 2023
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction NIPS 2023
QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity CVPR 2023
Equiangular Basis Vectors CVPR 2023
EXIF As Language: Learning Cross-Modal Associations Between Images and Camera Metadata CVPR 2023
R2Former: Unified Retrieval and Reranking Transformer for Place Recognition CVPR 2023
Disentangled Representation Learning for Unsupervised Neural Quantization CVPR 2023
OPI at SemEval-2023 Task 1: Image-Text Embeddings and Multimodal Information Retrieval for Visual Word Sense Disambiguation SEMEVAL 2023
SceneTrilogy: On Human Scene-Sketch and Its Complementarity With Photo and Text CVPR 2023
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words CVPR 2023
Everyone’s Preference Changes Differently: A Weighted Multi-Interest Model For Retrieval ICML 2023
Prototype-Based Embedding Network for Scene Graph Generation CVPR 2023
Neural Intrinsic Embedding for Non-Rigid Point Cloud Matching CVPR 2023
BASiS: Batch Aligned Spectral Embedding Space CVPR 2023
Powerset multi-class cross entropy loss for neural speaker diarization INTERSPEECH 2023
Pix2map: Cross-Modal Retrieval for Inferring Street Maps From Images CVPR 2023
Mutual Information-based Embedding Decoupling for Generalizable Speaker Verification INTERSPEECH 2023
Stanford MLab at SemEval-2023 Task 10: Exploring GloVe- and Transformer-Based Methods for the Explainable Detection of Online Sexism SEMEVAL 2023
Temporally Aligning Long Audio Interviews with Questions: A Case Study in Multimodal Data Integration IJCAI 2023