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Bookmark or Share- Felix X. Yu, Google ResearchYihan Wang, Si Si, Daliang Li, Michal Lukasik, Felix X. Yu, Cho-Jui Hsieh, Inderjit S Dhillon, Sanjiv Kumar Two-stage LLM Fine-tuning with Less Specialization and More Generalization ICLR 2024 [ arXiv ]
- CBE -- Felix Yu, Google ResearchFelix X. Yu, Aditya Bhaskara, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang On binary embedding using circulant matrices [arXiv:1511.06480] Yu Cheng*, Felix X. Yu*, Rogerio Feris, Sanjiv Kumar, Alok Choudhary, Shih-Fu Chang (* equal contribution) An exploration of parameter redundancy in deep networks with circulant projections
- publications -- Felix Yu, Google ResearchFelix X. Yu, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang Circulant Binary Embedding ICML 2014 oral (acceptance rate 25%) [ PDF ] [ arXiv ] [ GitHub ] [ Slides ] [ Project ]
- aqs -- Felix Yu, Google ResearchFelix X. Yu; Rongrong Ji; Tongtao Zhang, Shih-Fu Chang. A mobile location search system with Active Query Sensing ACM Multimedia 2011 (Demo) [ PDF ] [ Video ] [ Poster ]
- An Exploration of Parameter Redundancy in Deep Networks with Circulant ...Yu Cheng 1;3 Felix X. Yu 24 Rogerio S. Feris Sanjiv Kumar Alok Choudhary3 Shih-Fu Chang4 1IBM Research 2Google Research 3Northwestern University 4Columbia University Abstract We explore the redundancy of parameters in deep neu-ral networks by replacing the conventional linear projec-tion in fully-connected layers with the circulant projec-tion.
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