Only Train Once: A One-Shot Neural Network Training And Pruning Framework
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2022 |
Chen, Tianyi |
Convergence and Alignment of Gradient Descent with Random Backpropagation Weights
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2022 |
Song, Ganlin |
Algorithmic stability and generalization of an unsupervised feature selection algorithm
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2022 |
wu, xinxing |
Adder Attention for Vision Transformer
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2022 |
Shu, Han |
Matching a Desired Causal State via Shift Interventions
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2022 |
Zhang, Jiaqi |
Differentiable Spline Approximations
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2022 |
Cho, Minsu |
Parallel and Efficient Hierarchical k-Median Clustering
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2022 |
Cohen-Addad, Vincent |
OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression
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2022 |
Zhang, Chen |
Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization
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2022 |
Maiti, Arnab |
Referring Transformer: A One-step Approach to Multi-task Visual Grounding
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2022 |
Li, Muchen |
Boost Neural Networks by Checkpoints
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2022 |
Wang, Feng |
Model Selection for Bayesian Autoencoders
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2022 |
Tran, Ba-Hien |
Three Operator Splitting with Subgradients, Stochastic Gradients, and Adaptive Learning Rates
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2022 |
Yurtsever, Alp |
Provably efficient multi-task reinforcement learning with model transfer
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2022 |
Zhang, Chicheng |
Knowledge-Adaptation Priors
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2022 |
Khan, Mohammad Emtiyaz E |
Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data
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2022 |
Wang, HaiYing |
Optimality of variational inference for stochasticblock model with missing links
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2022 |
Gaucher, Solenne |
Policy Learning Using Weak Supervision
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2022 |
Wang, Jingkang |
Chasing Sparsity in Vision Transformers: An End-to-End Exploration
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2022 |
Chen, Tianlong |
Row-clustering of a Point Process-valued Matrix
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2022 |
Yin, Lihao |