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24 Results
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Poster
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Thu 17:00 |
DynaTune: Dynamic Tensor Program Optimization in Deep Neural Network Compilation Minjia Zhang · Menghao Li · Chi Wang · Mingqin Li |
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Poster
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Wed 1:00 |
Efficient Continual Learning with Modular Networks and Task-Driven Priors Tom Veniat · Ludovic Denoyer · Marc'Aurelio Ranzato |
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Poster
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Thu 17:00 |
BiPointNet: Binary Neural Network for Point Clouds Haotong Qin · Zhongang Cai · Mingyuan Zhang · Yifu Ding · Haiyu Zhao · Shuai Yi · Xianglong Liu · Hao Su |
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Poster
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Wed 17:00 |
Revisiting Dynamic Convolution via Matrix Decomposition Yunsheng Li · Yinpeng Chen · Xiyang Dai · mengchen liu · Dongdong Chen · Ye Yu · Lu Yuan · Zicheng Liu · Mei Chen · Nuno Vasconcelos |
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Poster
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Tue 17:00 |
CompOFA – Compound Once-For-All Networks for Faster Multi-Platform Deployment Manas Sahni · Shreya Varshini · Alind Khare · Alexey Tumanov |
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Poster
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Mon 17:00 |
DeLighT: Deep and Light-weight Transformer Sachin Mehta · Marjan Ghazvininejad · Srini Iyer · Luke Zettlemoyer · Hannaneh Hajishirzi |
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Oral
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Tue 21:18 |
MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training Beidi Chen · Zichang Liu · Binghui Peng · Zhaozhuo Xu · Jonathan L Li · Tri Dao · Zhao Song · Anshumali Shrivastava · Christopher Re |
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Poster
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Mon 17:00 |
MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training Beidi Chen · Zichang Liu · Binghui Peng · Zhaozhuo Xu · Jonathan L Li · Tri Dao · Zhao Song · Anshumali Shrivastava · Christopher Re |
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Poster
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Wed 17:00 |
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition Yue Meng · Rameswar Panda · Chung-Ching Lin · Prasanna Sattigeri · Leonid Karlinsky · Kate Saenko · Aude Oliva · Rogerio Feris |
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Poster
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Wed 1:00 |
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference Sanghyun Hong · Yigitcan Kaya · Ionut-Vlad Modoranu · Tudor Dumitras |
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Spotlight
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Thu 13:30 |
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference Sanghyun Hong · Yigitcan Kaya · Ionut-Vlad Modoranu · Tudor Dumitras |
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Poster
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Mon 1:00 |
Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch Aojun Zhou · Yukun Ma · Junnan Zhu · Jianbo Liu · Zhijie Zhang · Kun Yuan · Wenxiu Sun · Hongsheng Li |