Deep Learning

WGAN with an Infinitely Wide Generator Has No Spurious Stationary Points ICML 2021 What Are Bayesian Neural Network Posteriors Really Like? ICML 2021 What are GANs?: Introducing Generative Adversarial Networks to Middle School Students AAAI 2021 What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021 What Can a Generative Language Model Answer About a Passage? EMNLP 2021 What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021 What Context Features Can Transformer Language Models Use? ACL 2021 What happens if you treat ordinal ratings as interval data? Human evaluations in NLP are even more under-powered than you think EMNLP 2021 What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension EMNLP 2021 What if We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels CVPR 2021 What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? ACL 2021 What Makes Instance Discrimination Good for Transfer Learning? ICLR 2021 What Matters for Adversarial Imitation Learning? NeurIPS 2021 What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study ICLR 2021 What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations EMNLP 2021 What’s Hidden in a One-layer Randomly Weighted Transformer? EMNLP 2021 What Should Not Be Contrastive in Contrastive Learning ICLR 2021 What’s in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus ACL 2021 What’s in the Box? Exploring the Inner Life of Neural Networks with Robust Rules ICML 2021 What's in the Image? Explorable Decoding of Compressed Images CVPR 2021 What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models EMNLP 2021 What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult AAAI 2021 What they do when in doubt: a study of inductive biases in seq2seq learners ICLR 2021 What You Can Learn by Staring at a Blank Wall ICCV 2021 When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework CVPR 2021