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Stochastic Nested Variance Reduced Gradient Descent for Nonconvex Optimization
Dongruo Zhou, Pan Xu, Quanquan Gu
Neural Information Processing Systems http://nips.cc/
Global Guarantees for Blind Demodulation with Generative Priors
Neural Information Processing Systems http://nips.cc/
OpenDataVal: a Unified Benchmark for Data Valuation
Several data valuation algorithms have been proposed to quantify data quality, however, there lacks a systemic and standardized benchmarking system for data valuation.
BridgingtheGapbetweenObjectandImage-level RepresentationsforOpen-VocabularyDetection
Open-vocabulary detection (OVD) aims to generalize beyond the limited number of base classes labeled during the training phase. The goal is to detect novel classes defined by an unbounded (open)vocabularyatinference.
Reducing Noisein GANTrainingwith Variance Reduced Extragradient
W = 2for = 10 2and = 10 4, omitted architectures.
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms
Kishan Wimalawarne, Hiroshi Mamitsuka
Neural Information Processing Systems http://nips.cc/