chentingpc / dpq_embedding_compression
Differentiable Product Quantization for End-to-End Embedding Compression.
☆59Updated 2 years ago
Alternatives and similar repositories for dpq_embedding_compression:
Users that are interested in dpq_embedding_compression are comparing it to the libraries listed below
- Code for Learning K-way D-dimensional Discrete Codes For Compact Embedding Representations☆28Updated 6 years ago
- ☆73Updated last year
- ☆32Updated 2 years ago
- CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.☆51Updated 3 years ago
- Reproduce the results of paper "Compressing Word Embeddings via Deep Compositional Code Learning" accepted ICLR 2018☆23Updated 6 years ago
- Implementation of SetRank in SIGIR 2020☆50Updated 4 years ago
- EMNLP 2018: Multi-Head Attention with Disagreement Regularization; NAACL 2019: Information Aggregation for Multi-Head Attention with Rout…☆19Updated 4 years ago
- Repo for WWW 2022 paper: Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval☆15Updated 2 years ago
- Efficient Neural Interaction Functions Search for Collaborative Filtering☆18Updated 5 years ago
- Large Scale Graphical Model☆24Updated 6 years ago
- Codes for <Kernelized Bayesian Softmax for Text Generation> in NeurIPS 2019☆16Updated 5 years ago
- ☆35Updated 6 years ago
- Measuring and Improving the Use of Graph Information in Graph Neural Networks☆82Updated 6 months ago
- [ICLR 2021] "UMEC: Unified Model and Embedding Compression for Efficient Recommendation Systems" by Jiayi Shen, Haotao Wang*, Shupeng Gui…☆39Updated 3 years ago
- Daily reading group on graphs at KEG☆44Updated 5 years ago
- Symmetric Metric Learning with Adaptive Margin for Recommendation☆36Updated 5 years ago
- Code of the paper "SPINE: Structural Identity Preserved Inductive Network Embedding"☆12Updated 5 years ago
- Code for our WWW'2020 paper "Efficient Neural Interaction Function Search for Collaborative Filtering"☆25Updated 5 years ago
- Partial Codes and datasets for NeurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"☆19Updated 5 years ago
- A PyTorch implementation of Ranking Distillation☆88Updated 4 years ago
- Pytorch implementation of CACM (WSDM'20)