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06/28/2023
MultiZoo MultiBench: A Standardized Toolkit for Multimodal Deep Learning
Learning multimodal representations involves integrating information fro...
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05/23/2023
Model Stealing Attack against Multi-Exit Networks
Compared to traditional neural networks with a single exit, a multi-exit...
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02/23/2023
Quantifying Modeling Feature Interactions: An Information Decomposition Framework
The recent explosion of interest in multimodal applications has resulted...
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11/10/2022
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control
Pretrained language models have demonstrated extraordinary capabilities ...
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03/02/2022
HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning
Learning multimodal representations involves discovering correspondences...
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07/15/2021
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
Learning multimodal representations involves integrating information fro...
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02/22/2018