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09/16/2023
FrameRS: A Video Frame Compression Model Composed by Self supervised Video Frame Reconstructor and Key Frame Selector
In this paper, we present frame reconstruction model: FrameRS. It consis...
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08/15/2023
A Floating-Point Secure Implementation of the Report Noisy Max with Gap Mechanism
The Noisy Max mechanism and its variations are fundamental private selec...
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07/31/2023
MovieChat: From Dense Token to Sparse Memory for Long Video Understanding
Recently, integrating video foundation models and large language models ...
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07/07/2023
A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision
Deep learning has the potential to revolutionize sports performance, wit...
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11/30/2022
Answering Private Linear Queries Adaptively using the Common Mechanism
When analyzing confidential data through a privacy filter, a data scient...
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10/07/2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality
Multimodal sentiment analysis (MSA) is an important way of observing men...
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05/01/2022
Preserve Pre-trained Knowledge: Transfer Learning With Self-Distillation For Action Recognition
Video-based action recognition is one of the most popular topics in comp...
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04/27/2022
Human-Centered Prior-Guided and Task-Dependent Multi-Task Representation Learning for Action Recognition Pre-Training
Recently, much progress has been made for self-supervised action recogni...
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12/02/2020
Free Gap Estimates from the Exponential Mechanism, Sparse Vector, Noisy Max and Related Algorithms
Private selection algorithms, such as the Exponential Mechanism, Noisy M...
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03/28/2019
Proving Differential Privacy with Shadow Execution
Recent work on formal verification of differential privacy shows a trend...
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05/25/2018
