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03/24/2023
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck
In practical scenarios where training data is limited, many predictive s...
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02/15/2023
Video Probabilistic Diffusion Models in Projected Latent Space
Despite the remarkable progress in deep generative models, synthesizing ...
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02/01/2023
Efficient Meta-Learning via Error-based Context Pruning for Implicit Neural Representations
We introduce an efficient optimization-based meta-learning technique for...
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10/13/2022
Scalable Neural Video Representations with Learnable Positional Features
Succinct representation of complex signals using coordinate-based neural...
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02/21/2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks
In the deep learning era, long video generation of high-quality still re...
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10/27/2021
RoMA: Robust Model Adaptation for Offline Model-based Optimization
We consider the problem of searching an input maximizing a black-box obj...
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07/22/2021
Abstract Reasoning via Logic-guided Generation
Abstract reasoning, i.e., inferring complicated patterns from given obse...
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03/08/2021