Intriguing Properties of Contrastive Losses
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2022 |
Chen, Ting |
Towards Efficient and Effective Adversarial Training
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2022 |
Sriramanan, Gaurang |
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection
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2022 |
Li, Jingjing |
ATISS: Autoregressive Transformers for Indoor Scene Synthesis
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2022 |
Paschalidou, Despoina |
A Provably Efficient Model-Free Posterior Sampling Method for Episodic Reinforcement Learning
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2022 |
Dann, Christoph |
On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons
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2022 |
Veerathu, Vishnu |
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
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2022 |
Xie, Enze |
A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose
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2022 |
Su, Shih-Yang |
How can classical multidimensional scaling go wrong?
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2022 |
Sonthalia, Rishi |
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections
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2022 |
Nadjahi, Kimia |
Don’t Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence
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2022 |
Cao, Tianshi |
Continual Auxiliary Task Learning
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2022 |
McLeod, Matthew |
D2C: Diffusion-Decoding Models for Few-Shot Conditional Generation
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2022 |
Sinha, Abhishek |
Variational Bayesian Optimistic Sampling
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2022 |
O' Donoghue, Brendan |
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
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2022 |
Wu, Yi-Shan |
Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence
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2022 |
Wang, Deng-Bao |
Stochastic optimization under time drift: iterate averaging, step-decay schedules, and high probability guarantees
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2022 |
Cutler, Joshua |
Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems
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2022 |
Schlaginhaufen, Andreas |
Generalized Proximal Policy Optimization with Sample Reuse
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2022 |
Queeney, James |
Fairness in Ranking under Uncertainty
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2022 |
Singh, Ashudeep |