Partial success in closing the gap between human and machine vision
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2022 |
Geirhos, Robert |
Combinatorial Pure Exploration with Bottleneck Reward Function
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2022 |
Du, Yihan |
Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing
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2022 |
Blake, Charles |
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning
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2022 |
Kaku, Aakash |
Learning Nonparametric Volterra Kernels with Gaussian Processes
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2022 |
Ross, Magnus |
DiBS: Differentiable Bayesian Structure Learning
|
2022 |
Lorch, Lars |
Residual2Vec: Debiasing graph embedding with random graphs
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2022 |
Kojaku, Sadamori |
Nonparametric estimation of continuous DPPs with kernel methods
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2022 |
Fanuel, Michaël |
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation
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2022 |
Wang, Ke |
Training Neural Networks with Fixed Sparse Masks
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2022 |
Sung, Yi-Lin |
Analyzing the Generalization Capability of SGLD Using Properties of Gaussian Channels
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2022 |
Wang, Hao |
On Training Implicit Models
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2022 |
Geng, Zhengyang |
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective
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2022 |
Hoe, Jiun Tian |
Adaptive Proximal Gradient Methods for Structured Neural Networks
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2022 |
Yun, Jihun |
Understanding and Improving Early Stopping for Learning with Noisy Labels
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2022 |
Bai, Yingbin |
Distributionally Robust Imitation Learning
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2022 |
Bashiri, Mohammad Ali |
On the Power of Edge Independent Graph Models
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2022 |
Chanpuriya, Sudhanshu |
VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer
|
2022 |
Tang, Zineng |
AutoGEL: An Automated Graph Neural Network with Explicit Link Information
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2022 |
Wang, Zhili |
On Episodes, Prototypical Networks, and Few-Shot Learning
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2022 |
Laenen, Steinar |