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589 Results
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Workshop
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On the Feasibility of Compressing Certifiably Robust Neural Networks Pratik Vaishnavi · Veena Krish · Farhan Ahmed · Kevin Eykholt · Amir Rahmati |
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Poster
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Structural Pruning via Latency-Saliency Knapsack Maying Shen · Hongxu Yin · Pavlo Molchanov · Lei Mao · Jianna Liu · Jose M. Alvarez |
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Poster
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Tue 9:00 |
Wavelet Feature Maps Compression for Image-to-Image CNNs Shahaf E. Finder · Yair Zohav · Maor Ashkenazi · Eran Treister |
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Poster
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Thu 14:00 |
BiT: Robustly Binarized Multi-distilled Transformer Zechun Liu · Barlas Oguz · Aasish Pappu · Lin Xiao · Scott Yih · Meng Li · Raghuraman Krishnamoorthi · Yashar Mehdad |
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Workshop
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Constructing compressed number lines of latent variables using a cognitive model of memory and deep neural networks Sahaj Singh Maini · James Mochizuki-Freeman · Chirag Shankar Indi · Brandon Jacques · Per B Sederberg · Marc Howard · Zoran Tiganj |
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Poster
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Thu 9:00 |
Data-Efficient Structured Pruning via Submodular Optimization Marwa El Halabi · Suraj Srinivas · Simon Lacoste-Julien |
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Workshop
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Faster Hyperparameter Search on Graphs via Calibrated Dataset Condensation Mucong Ding · Xiaoyu Liu · Tahseen Rabbani · Furong Huang |
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Poster
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Wed 14:00 |
OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology Cheng Jiang · Asadur Chowdury · Xinhai Hou · Akhil Kondepudi · Christian Freudiger · Kyle Conway · Sandra Camelo-Piragua · Daniel Orringer · Honglak Lee · Todd Hollon |
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Expo Workshop
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Mon 12:00 |
Impactful graph neural networks via DGL: A Tale of Research and Productization Vassilis N. Ioannidis · Zak Jost |
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Poster
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Thu 9:00 |
Active Learning with Neural Networks: Insights from Nonparametric Statistics Yinglun Zhu · Robert Nowak |
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Poster
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Tue 9:00 |
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment Joseph DelPreto · Chao Liu · Yiyue Luo · Michael Foshey · Yunzhu Li · Antonio Torralba · Wojciech Matusik · Daniela Rus |
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Poster
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[Re] Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction Urša Zrimšek |