Kento Nozawa, Issei Sato

Keywords Abstract Paper

machine learning, representation learning

Chung-Wei Lee, Haipeng Luo, Chen-Yu Wei, Mengxiao Zhang

Keywords Abstract Paper

Alexander Korotin, Lingxiao Li, Aude Genevay and

Justin Solomon, Alexander Filippov, Evgeny Burnaev

Keywords Abstract Paper

deep learning, machine learning, generative model, optimal transport

Konstantin Klamka, Raimund Dachselt, Jürgen Steimle

Keywords Abstract Paper

e-textile, wearable ui, fabrication, prototyping, iron-on

Eric Wong, Leslie Rice, Zico Kolter

Keywords Abstract Paper

Adversarial Examples

Emma Dauterman, Henry Corrigan-Gibbs, David Mazières

Keywords Abstract Paper

François-Pierre Paty, Alexandre d'Aspremont, Marco Cuturi

Keywords Abstract Paper

Jingyuan Li, Ning Wang, Lefei Zhang and

Bo Du, Dacheng Tao

Keywords Abstract Paper

inpainting, synthesize, image, generation, manipulation, completion, restoration

Michal Derezinski, Rajiv Khanna, Michael W Mahoney

Keywords Abstract Paper

Quynh Nguyen, Marco Mondelli, Guido Montufar

Keywords Abstract Paper

Theory, Deep learning Theory

Beidi Chen, Zichang Liu, Binghui Peng and

Zhaozhuo Xu, Jonathan L Li, Tri Dao, Zhao Song, Anshumali Shrivastava, Christopher Re

Keywords Abstract Paper

Randomized Algorithms, Efficient Training, Large-scale Machine Learning, Large-scale Deep Learning

Yue Xing, Qifan Song, Guang Cheng

Keywords Abstract Paper

deep learning, adversarial robustness and security

Alberto Maria Metelli, Flavio Mazzolini, Lorenzo Bisi and

Luca Sabbioni, Marcello Restelli

Keywords Abstract Paper

Reinforcement Learning - General

Qin Ding, Cho-Jui Hsieh, James Sharpnack

Keywords Abstract Paper

Benyou Wang, Donghao Zhao, Christina Lioma and

Qiuchi Li, Peng Zhang, Jakob Grue Simonsen

Keywords Abstract Paper

word embedding, complex-valued neural network, position embedding

Luo Mai, Guo Li, Marcel Wagenländer and

Konstantinos Fertakis, Andrei-Octavian Brabete, Peter Pietzuch

Keywords Abstract Paper

Linjie Yang, Qing Jin

Keywords Abstract Paper

Marc Law, Jos Stam

Keywords Abstract Paper

Zelin Zhao, Chuang Gan, Jiajun Wu and

Xiaoxiao Guo, Joshua B. Tenenbaum

Keywords Abstract Paper

Mattia Medina Grespan, Ashim Gupta, Vivek Srikumar

Keywords Abstract Paper

Machine Learning, Neuro-Symbolic Methods, Knowledge Aided Learning, Deep Learning

Aikaterini-Lida Kalouli, Rita Sevastjanova, Valeria de Paiva and

Richard Crouch, Mennatallah El-Assady

Keywords Abstract Paper

Jonas Israel, Markus Brill

Keywords Abstract Paper

Agent-based and Multi-agent Systems, Computational Social Choice, Voting

Akshay Bhola, Kishaloy Halder, Animesh Prasad, Min-Yen Kan

Keywords Abstract Paper

Giwon Hong, Junmo Kang, Doyeon Lim, Sung-Hyon Myaeng

Keywords Abstract Paper

Mohsen Fayyaz, Jürgen Gall

Keywords Abstract Paper

action segmentation, action recognition, weakly supervised, set

Muhan Zhang, Christopher R. King, Michael Avidan, Yixin Chen

Keywords Abstract Paper

network embedding, attention mechanism, medical ontology

Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan

Keywords Abstract Paper

Xiangyu Duan, Baijun Ji, Hao Jia and

Min Tan, Min Zhang, Boxing Chen, Weihua Luo, Yue Zhang

Keywords Abstract Paper

Bilingual Translation, machine MT, MT, dictionary-based translation

Peter O'Hearn

Keywords Abstract Paper

none

Diego Gómez-Zará, Mengzi Guo, Leslie DeChurch, Noshir Contractor

Keywords Abstract Paper

diversity, teams, team formation, social recommenders, mixed-effect logistic regressions

Kristof T Schütt, Oliver Unke, Michael Gastegger

Keywords Abstract Paper

Deep Learning, Architectures

Michael Kranzlein, Emma Manning, Siyao Peng and

Shira Wein, Aryaman Arora, Nathan Schneider

Keywords Abstract Paper

Logan Engstrom, Andrew Ilyas, Shibani Santurkar and

Dimitris Tsipras, Jacob Steinhardt, Aleksander Madry

Keywords Abstract Paper

Trustworthy Machine Learning

Shikhar Murty, Pang Wei Koh, Percy Liang

Keywords Abstract Paper

relation tasks, ExpBERT, Natural Explanations, explanation-guided representations

Venkatesan Guruswami, Andrii Riazanov, Min Ye

Keywords Abstract Paper

polar codes, capacity-achieving codes, information theory

Liran Katzir, Gal Elidan, Ran El-Yaniv

Keywords Abstract Paper

Neural Networks, Predictive Modeling, Tabular Data, Architectures

Liangming Pan, Yuxi Xie, Yansong Feng and

Tat-Seng Chua, Min-Yen Kan

Keywords Abstract Paper

Generating Questions, Deep Generation, Deep DQG, reasoning

Sarah Perrin, Mathieu Laurière, Julien Pérolat and

Matthieu Geist, Romuald Élie, Olivier Pietquin

Keywords Abstract Paper

Agent-based and Multi-agent Systems, Multi-agent Learning, Noncooperative Games, Applications of Reinforcement Learning

Blake E Woodworth, Suriya Gunasekar, Jason Lee and

Edward Moroshko, Pedro Henrique Pamplona Savarese, Itay Golan, Daniel Soudry, Nathan Srebro

Keywords Abstract Paper

Neural networks/deep learning,

K R Prajwal, Rudrabha Mukhopadhyay, Vinay P. Namboodiri, C.V. Jawahar

Keywords Abstract Paper

lip to speech, lip reading, speech generation, talking face videos, lip2wav, sequence to sequence, multimodal learning, speech restoration, audio-visual understanding, face and speech