Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer
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2022 |
Chen, Junya |
Disrupting Deep Uncertainty Estimation Without Harming Accuracy
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2022 |
Galil, Ido |
Task-Adaptive Neural Network Search with Meta-Contrastive Learning
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2022 |
Jeong, Wonyong |
Efficient and Local Parallel Random Walks
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2022 |
Kapralov, Michael |
Amortized Variational Inference for Simple Hierarchical Models
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2022 |
Agrawal, Abhinav |
Improved Learning Rates of a Functional Lasso-type SVM with Sparse Multi-Kernel Representation
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2022 |
lv, shaogao |
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators
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2022 |
Chen, Zaiwei |
A Surrogate Objective Framework for Prediction+Programming with Soft Constraints
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2022 |
Yan, Kai |
Last iterate convergence of SGD for Least-Squares in the Interpolation regime.
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2022 |
Varre, Aditya Vardhan |
Generative vs. Discriminative: Rethinking The Meta-Continual Learning
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2022 |
Banayeeanzade, Mohammadamin |
Perceptual Score: What Data Modalities Does Your Model Perceive?
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2022 |
Gat, Itai |
PiRank: Scalable Learning To Rank via Differentiable Sorting
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2022 |
Swezey, Robin |
Integrated Latent Heterogeneity and Invariance Learning in Kernel Space
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2022 |
Liu, Jiashuo |
Stateful ODE-Nets using Basis Function Expansions
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2022 |
Queiruga, Alejandro |
Few-Shot Segmentation via Cycle-Consistent Transformer
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2022 |
Zhang, Gengwei |
Learning rule influences recurrent network representations but not attractor structure in decision-making tasks
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2022 |
McMahan, Brandon |
Searching Parameterized AP Loss for Object Detection
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2022 |
Chenxin, Tao |
Fair Exploration via Axiomatic Bargaining
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2022 |
Baek, Jackie |
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
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2022 |
Lai, Cheng-I Jeff |
SOFT: Softmax-free Transformer with Linear Complexity
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2022 |
Lu, Jiachen |