International Conference on Learning Representations

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework

Irina Higgins, Löıc Matthey, Arka Pal et al. · 2017 · 3.1K citations

Computing, Computer Science, Computer Vision +16

Optimization as a Model for Few-Shot Learning

Sachin Ravi, Hugo Larochelle · 2017 · 2.4K citations

Computing, Computer Science, Machine Learning +12

GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Alex Wang, Amanpreet Singh, Julian Michael et al. · 2018 · 1.9K citations

Computing, Computer Science, Computational Linguistics +12

A Simple but Tough-to-Beat Baseline for Sentence Embeddings

Sanjeev Arora, Yingyu Liang, Tengyu Ma · 2017 · 1.1K citations

Computing, Computer Science, Computational Linguistics +13

DEBERTA: DECODING-ENHANCED BERT WITH DISENTANGLED ATTENTION

Pengcheng He, Xiaodong Liu, Jianfeng Gao et al. · 2021 · 922 citations

Computing, Computer Science, Artificial Intelligence +13