Zhihao Bai, Zhen Zhang, Yibo Zhu, Xin Jin

Keywords Abstract Paper

Jaehong Kim, Youngmok Jung, Hyunho Yeo and

Juncheol Ye, Dongsu Han

Keywords Abstract Paper

super-resolution, live streaming, online learning, video delivery, deep neural networks

Ori Hadary, Luke Marshall, Ishai Menache and

Abhisek Pan, Esaias E Greeff, David Dion, Star Dorminey, Shailesh Joshi, Yang Chen, Mark Russinovich, Thomas Moscibroda

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Anders Møller, Oskar Haarklou Veileborg

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program optimization, static program analysis, Java 8

Feng Zhang, Lin Yang, Shuhao Zhang and

Bingsheng He, Wei Lu, Xiaoyong Du

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Ben Tan, Bo Liu, Vincent Zheng, Qiang Yang

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Recommender Systems, Federated Learning

Phuong Pham, Vivek Jain, Lukas Dauterman and

Justin Ormont, Navendu Jain

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incident management, deep learning, transfer assistant, incident transfer, incident triage

Wei Niu, Zhenglun Kong, Geng Yuan and

Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang

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Knowledge Representation and Reasoning, General, General

Josep L. Berral, Chen Wang, Alaa Youssef

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Ruiyuan Wu, Anna Scaglione, Hoi-To Wai and

Nurullah Karakoc, Kari Hreinsson, Wing-Kin Ma

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Liyang Liu, Shilong Zhang, Zhanghui Kuang and

Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang

Keywords Abstract Paper

Applications, Computer Vision

Ties van Rozendaal, Iris Huijben, Taco Cohen

Keywords Abstract Paper

Neural data compression, Learned compression, Generative modeling, Finetuning, Overfitting, Instance learning, Instance adaptation, Variational autoencoders, Rate-distortion optimization, Model compression, Weight quantization

Philipp Zehnder, Patrick Wiener, Tim Straub, Dominik Riemer

Keywords Abstract Paper

Carlos Riquelme, Joan Puigcerver, Basil Mustafa and

Maxim Neumann, Rodolphe Jenatton, André Susano Pinto, Daniel Keysers, Neil Houlsby

Keywords Abstract Paper

transformers, vision, language

Yu Gong, Ziwen Jiang, Yufei Feng and

Binbin Hu, Kaiqi Zhao, Qingwen Liu, Wenwu Ou

Keywords Abstract Paper

edge computing, recommender system

Zachary Charles, Jakub Konečný

Keywords Abstract Paper

Erik Lindgren, Sashank Reddi, Ruiqi Guo, Sanjiv Kumar

Keywords Abstract Paper

deep learning, machine learning

Feng Liang, Chen Lin, Ronghao Guo and

Ming Sun, Wei Wu, Junjie Yan, Wanli Ouyang

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Neural Architecture Search, Object Detection

Yuxi Li, Ning Xu, Jinlong Peng and

John See, Weiyao Lin

Keywords Abstract Paper

Ankit Goyal, Hei Law, Bowei Liu and

Alejandro Newell, Jia Deng

Keywords Abstract Paper

Applications, Computer Vision, Deep Learning, Generative Models, Applications, Computer Vision; Deep Learning, Adversarial Networks

Yue Meng, Rameswar Panda, Chung-Ching Lin and

Prasanna Sattigeri, Leonid Karlinsky, Kate Saenko, Aude Oliva, Rogerio Feris

Keywords Abstract Paper

Yang Sui, Miao Yin, Yi Xie and

Huy Phan, Saman Aliari Zonouz, Bo Yuan

Keywords Abstract Paper

deep learning

Cuong Nguyen, Tal Hassner, Cedric Archambeau, Matthias Seeger

Keywords Abstract Paper

Transfer, Multitask and Meta-learning

Ashraf Mahgoub, Alexander Michaelson Medoff, Rakesh Kumar and

Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Keywords Abstract Paper

Matthias Fey, Jan Lenssen, Frank Weichert, Jure Leskovec

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Algorithms, Networks and Relational Learning

Mathilde Caron, Ishan Misra, Julien Mairal and

Priya Goyal, Piotr Bojanowski, Armand Joulin

Keywords Abstract Paper

Dominic Jack, Frederic Maire, Simon Denman, Anders Eriksson

Keywords Abstract Paper

Bita Darvish Rouhani, Daniel Lo, Ritchie Zhao and

Ming Liu, Jeremy Fowers, Kalin Ovtcharov , Anna Vinogradsky, Sarah Massengill , Lita Yang, Ray Bittner, Alessandro Forin, Haishan Zhu, Taesik Na, Prerak Patel, Shuai Che, Lok Chand Koppaka , XIA SONG, Subhojit Som, Kaustav Das, Saurabh K T, Steve Reinhardt , Sitaram Lanka, erchung Chung, Doug Burger

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Martin Pavlovski, Jelena Gligorijevic, Ivan Stojkovic and

Shubham Agrawal, Shabhareesh Komirishetty, Djordje Gligorijevic, Narayan Bhamidipati, Zoran Obradovic

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sequential models, user representation, neural embeddings

Qiangeng Xu, Xudong Sun, Cho-Ying Wu and

Panqu Wang, Ulrich Neumann

Keywords Abstract Paper

3d, point cloud, automonous driving, graph convolution, gcn, classification, segmentation, large-scale point cloud, 3d perception, sampling

Ksenia Konyushova, Yutian Chen, Thomas Paine and

Caglar Gulcehre, Cosmin Paduraru, Daniel J Mankowitz, Misha Denil, Nando de Freitas

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optimization, reinforcement learning and planning, active learning

Haotong Qin, Zhongang Cai, Mingyuan Zhang and

Yifu Ding, Haiyu Zhao, Shuai Yi, Xianglong Liu, Hao Su

Keywords Abstract Paper

efficient deep learning, point clouds, binary neural networks

Soheil Abbasloo, Chen-Yu Yen, H. Jonathan Chao

Keywords Abstract Paper

Congestion Control, TCP, Deep Reinforcement Learning

Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim

Keywords Abstract Paper

transformers

Martine S. Lenders, Cenk Gündoğan, Thomas C. Schmidt, Matthias Wählisch

Keywords Abstract Paper

wireless, Information-centric networking, Internet of Things, measurement, fragmentation, protocol evaluation, protocol design

Ankit Bhardwaj, Meghana Gupta, Ryan Stutsman

Keywords Abstract Paper

Jiaxu Miao, Yunchao Wei, Yi Yang

Keywords Abstract Paper

interactive video object segmentation, pixel embedding learning, memory aggregation networks

Iacovos G. Kolokasis, Anastasios Papagiannis, Polyvios Pratikakis and

Angelos Bilas, Foivos Zakkak

Keywords Abstract Paper

Sarit Khirirat, Sindri Magnússon, Arda Aytekin, Mikael Johansson

Keywords Abstract Paper

Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang and

Chen Change Loy, Shuai Yi, Xuesen Zhang, Wanli Ouyang

Keywords Abstract Paper

neural architecture search, evaluation proxy, acceleration, evolutionary algorithm, image recognition