Ece Takmaz, Mario Giulianelli, Sandro Pezzelle and

Arabella Sinclair, Raquel Fernández

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generation model, reference system, visual context, dialogue context

António Branco, João António Rodrigues, Malgorzata Salawa and

Ruben Branco, Chakaveh Saedi

Keywords Abstract Paper

Dan Alistarh, Giorgi Nadiradze, Amirmojtaba Sabour

Keywords Abstract Paper

Algorithms, Load Balancing

Drew Linsley*, Junkyung Kim*, Alekh Ashok, Thomas Serre

Keywords Abstract Paper

Contextual illusions, visual cortex, recurrent feedback, neural circuits

Meet Vadera, Brian Jalaian, Benjamin Marlin

Keywords Abstract Paper

Yunhua Xiang, Noah Simon

Keywords Abstract Paper

Trustworthy Machine Learning

Lei Li, Siyu Zhu, Hongbo Fu and

Ping Tan, Chiew-Lan Tai

Keywords Abstract Paper

3d local descriptor, point cloud, multi-view, differentiable rendering, view pooling

Tri Dao, Nimit Sohoni, Albert Gu and

Matthew Eichhorn, Amit Blonder, Megan Leszczynski, Atri Rudra, Christopher Ré

Keywords Abstract Paper

structured matrices, efficient ML, algorithms, butterfly matrices, arithmetic circuits

Florence Regol, Soumyasundar Pal, Yingxue Zhang, Mark Coates

Keywords Abstract Paper

Online Learning, Active Learning, and Bandits

Yunpeng Shi, Gilad Lerman

Keywords Abstract Paper

Applications - Computer Vision

Damien Scieur, Lewis Liu, Thomas Pumir, Nicolas Boumal

Keywords Abstract Paper

Shadi Saleh, Pavel Pecina

Keywords Abstract Paper

Document Translation, Query Translation, Cross-Lingual Retrieval, DT

Weijia Zhang

Keywords Abstract Paper

Machine Learning, Multi-instance; Multi-label; Multi-view learning, Weakly Supervised Learning, Classification

Fan-Keng Sun, Chris Lang, Duane Boning

Keywords Abstract Paper

deep learning

Anindya De, Sanjeev Khanna, Huan Li, Hesam Nikpey

Keywords Abstract Paper

Efficient PTAS, Makespan Minimization, Scheduling, Stochastic Load Balancing, Poisson Distribution

Wenshuo Li, Hanting Chen, Mingqiang Huang and

Xinghao Chen, Chunjing Xu, Yunhe Wang

Keywords Abstract Paper

Deep Learning

Hao Zhang, Kun Zhang, Shuigeng Zhou and

Jihong Guan, Ji Zhang

Keywords Abstract Paper

Michael Hahn, Marco Baroni

Keywords Abstract Paper

natural tasks, morphological tasks, language usage, Tabula

Alon Oring, Zohar Yakhini, Yacov Hel-Or

Keywords Abstract Paper

Deep Learning, Generative Models

Jonas Fischer, Anna Olah, Jilles Vreeken

Keywords Abstract Paper

Deep Learning

Yonatan Dukler, Quanquan Gu, Guido Montufar

Keywords Abstract Paper

Deep Learning - Theory

Rongjie Yan, Yupeng Zhou, Anyu Cai and

Changwen Li, Yige Yan, Minghao Yin

Keywords Abstract Paper

MPSoCs, mapping and scheduling, multi-objective optimization, genetic algorithms, local search, exact methods

Yujia Jin, Aaron Sidford

Keywords Abstract Paper

Optimization - Convex

Chao Zhang, Ignas Budvytis, Stephan Liwicki, Roberto Cipolla

Keywords Abstract Paper

Shuo Sun, Kevin Duh

Keywords Abstract Paper

cross-lingual retrieval, end-to-end retrieval, single-language retrieval, clirmatrix

Mingyi Zhou, Jing Wu, Yipeng Liu and

Shuaicheng Liu, Ce Zhu

Keywords Abstract Paper

adversarial attacks, machine learning, generative adversarial networks, computer vision

Shyam Subramanian, Kyumin Lee

Keywords Abstract Paper

automated verification, claim verification, fact extraction, fact verification

Zixuan Xu, Banghuai Li, Ye Yuan, Miao Geng

Keywords Abstract Paper

Daniele Bracale, Stefano Favaro, Sandra Fortini, Stefano Peluchetti

Keywords Abstract Paper

deep learning theory, stochastic process, Gaussian process, infinitely wide neural network

Olivier Flückiger, Guido Chari, Ming-Ho Yee and

Jan Ječmen, Jakob Hain, Jan Vitek

Keywords Abstract Paper

customization, specialization, virtual machine, splitting, speculation

Barun Patra, Vishwas Suryanarayanan, Chala Fufa and

Pamela Bhattacharya, Charles Lee

Keywords Abstract Paper

Pierre Foret, Ariel Kleiner, Hossein Mobahi, Behnam Neyshabur

Keywords Abstract Paper

Generalization, Deep Learning, Training Method, Regularization, Sharpness Minimization

Yeming Wen, Dustin Tran, Jimmy Ba

Keywords Abstract Paper

deep learning, ensembles

Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan and

Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher, Dragomir Radev

Keywords Abstract Paper

Physical Tasks, commonsense reasoning, ESPRIT, Neural networks

Zili Yi, Qiang Tang, Shekoofeh Azizi and

Daesik Jang, Zhan Xu

Keywords Abstract Paper

image inpainting, image completion, high-resolution, contextual residual aggregation, contextual attention, gated convolution, object removal, generative adversarial networks, multiscale attention transfer

Hiroaki Aizawa, Hirokatsu Kataoka, Yutaka Satoh, Kunihito Kato

Keywords Abstract Paper

Shaoli Huang, Xinchao Wang, Dacheng Tao

Keywords Abstract Paper

Zhiqiang Xu, Ping Li

Keywords Abstract Paper

optimization

Yujia Bao, Shiyu Chang, Regina Barzilay

Keywords Abstract Paper

Algorithms, Multitask, Transfer, and Meta Learning

Katsutoshi Shiraki, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi

Keywords Abstract Paper