Country
Episodic Memory in Lifelong Language Learning
Cyprien de Masson d'Autume, Sebastian Ruder, Lingpeng Kong, Dani Yogatama
Neural Information Processing Systems http://nips.cc/
Fast and Effective Robustness Certification
Gagandeep Singh, Timon Gehr, Matthew Mirman, Markus Pรผschel, Martin Vechev
Neural Information Processing Systems http://nips.cc/
Transformer Doctor: Diagnosing and Treating Vision Transformers
Due to its powerful representational capabilities, Transformers have gradually become the mainstream model in the field of machine vision.
Inference Aided Reinforcement Learning for Incentive Mechanism Design in Crowdsourcing
Zehong Hu, Yitao Liang, Jie Zhang, Zhao Li, Yang Liu
Neural Information Processing Systems http://nips.cc/
Verified Uncertainty Calibration
Ananya Kumar, Percy S. Liang, Tengyu Ma
Neural Information Processing Systems http://nips.cc/
Multi-relationalPoincarรฉGraphEmbeddings
Hyperbolic embeddings haverecently gained attention in machine learning due totheir ability torepresent hierarchical data more accurately and succinctly than their Euclidean analogues.
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels
Neural Information Processing Systems http://nips.cc/
