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L T-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect
To mitigate the threat, existing solutions attempted to search for backdoor triggers, which can be time-consuming when handling a large search space.
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative
How to construct contrastive views for hypergraphs via augmentations? We provide the solutions in two folds.
MaximumLikelihoodTrainingof Score-BasedDiffusionModels
Both families ofmodels perturb data with a sequence of noise distributions, and generate samples by learning to reverse this path from noise todata.
MaximumLikelihoodTrainingof Score-BasedDiffusionModels
Both families ofmodels perturb data with a sequence of noise distributions, and generate samples by learning to reverse this path from noise todata.
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis Dachao Lin Y uze Han Haishan Y e
We propose two new algorithms, SVRS and AccSVRS, motivated by previous works.
AdaptiveSamplingforStochasticRisk-Averse Learning
Machine learning systems are increasingly deployed in high-stakes applications.
TransformerFusion: MonocularRGBScene ReconstructionusingTransformers
We introduce TransformerFusion, a transformer-based 3D scene reconstruction approach.