Improving Baselines in the Wild

Improving Baselines in the Wild

31 December 2021

Róbert Csordás

Jürgen Schmidhuber

Papers citing "Improving Baselines in the Wild"

10 / 10 papers shown

Title
The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers Róbert Csordás Kazuki Irie Jürgen Schmidhuber ViT 41 131 0 26 Aug 2021
Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks A. Malinin Neil Band Ganshin Alexander German Chesnokov ... Roginskiy Denis Mariya Shmatova Panos Tigas Boris Yangel UQCV OOD 49 129 0 15 Jul 2021
Gradual Domain Adaptation in the Wild:When Intermediate Distributions are Absent Samira Abnar Rianne van den Berg Golnaz Ghiasi Mostafa Dehghani Nal Kalchbrenner Hanie Sedghi OOD CLL TTA 51 21 0 10 Jun 2021
Revisiting ResNets: Improved Training and Scaling Strategies Irwan Bello W. Fedus Xianzhi Du E. D. Cubuk A. Srinivas Nayeon Lee Jonathon Shlens Barret Zoph 43 299 0 13 Mar 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 126 1,406 0 14 Dec 2020
Invariant Risk Minimization Martín Arjovsky Léon Bottou Ishaan Gulrajani David Lopez-Paz OOD 130 2,190 0 05 Jul 2019
Functional Map of the World Gordon A. Christie Neil Fendley James Wilson R. Mukherjee VGen 40 388 0 21 Nov 2017
On the State of the Art of Evaluation in Neural Language Models Gábor Melis Chris Dyer Phil Blunsom 38 532 0 18 Jul 2017
Does Distributionally Robust Supervised Learning Give Robust Classifiers? Weihua Hu Gang Niu Issei Sato Masashi Sugiyama OOD 25 60 0 07 Nov 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 27 3,123 0 06 Jul 2016