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ResidualPathwayPriorsforSoftEquivariance Constraints
A scene may have long range non-local interactions, rotation equivariance may be violated by a preferred camera angle, or a dynamical system may occasionally have discontinuous transitions.
Invariance and identifiability issues for word embeddings
Rachel Carrington, Karthik Bharath, Simon Preston
Neural Information Processing Systems http://nips.cc/
FreeAnchor: Learning to Match Anchors for Visual Object Detection
Xiaosong Zhang, Fang Wan, Chang Liu, Rongrong Ji, Qixiang Ye
Neural Information Processing Systems http://nips.cc/
ScalableandStableSurrogatesforFlexibleClassifiers withFairnessConstraints
A growing body of research has explored the ethical and societal implications of increasingly automateddecision-making.
GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
Spiking Neural Networks (SNNs) have been studied over decades to incorporate their biological plausibility and leverage their promising energy efficiency.
FocalAttentionforLong-RangeInteractionsin VisionTransformers
Inthispaper,wepresent focalattention,anewattention mechanism that incorporates both fine-grained local and coarse-grained global interactions.