Deep Learning
New computational algorithms make it possible to build neural networks with many input nodes and many layers, and distinguish "deep learning" of these networks from previous work on artificial neural nets.
Video Token Merging for Long-form Video Understanding Seon-Ho Lee
Neural Information Processing Systems
Work done during an internship at Amazon Prime Video. Work done while at Amazon Prime Video.
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Pretraining with Random Noise for Fast and Robust Learning without Weight Transport
Neural Information Processing Systems
However, the mechanism of such a process has yet to be understood, and it is unclear whether this process can benefit the algorithm of machine learning.
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LION: Linear Group RNN for 3D Object Detection in Point Clouds
Neural Information Processing Systems
In contrast, linear RNNs have low computational complexity and are suitable for long-range modeling.
BitDelta: Y our Fine-Tune May Only Be Worth One Bit James Liu
Neural Information Processing Systems
Realizing this vision is challenging due to two key reasons: 1) Expensive Storage.
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