Po-Hsiang Huang, Fu-En Yang, Yu-Chiang Frank Wang

Keywords Abstract Paper

face reenactment, video retargeting, representation learning, video generation, adversarial learning, self-supervised learning

Xuelin Chen, Baoquan Chen, Niloy J. Mitra

Keywords Abstract Paper

point cloud completion, generative adversarial network, real scans

Ossama Ahmed, Frederik Träuble, Anirudh Goyal and

Alexander Neitz, Manuel Wuthrich, Yoshua Bengio, Bernhard Schoelkopf, Stefan Bauer

Keywords Abstract Paper

reinforcement learning, transfer learning, robotics, domain adaptation, generalization, causality, sim2real transfer

Huy Ha, Shubham Agrawal, Shuran Song

Keywords Abstract Paper

Valts Blukis, Ross Knepper, Yoav Artzi

Keywords Abstract Paper

Min Hun Lee, Daniel P. Siewiorek, Asim Smailagic and

Alexandre Bernardino, Sergi Bermúdez i Badia

Keywords Abstract Paper

Applied computing, Life and medical sciences, Health care information systems, Human-centered computing, Human computer interaction (HCI), Interactive systems and tools, Theory of computation, Theory and algorithms for application domains, Machine learning theory, Reinforcement learning, Sequential decision making

Jialiang Zhao, Daniel Troniak, Oliver Kroemer

Keywords Abstract Paper

Laurens Beljaards, Mohamed S. Elmahdy, Fons Verbeek, Marius Staring

Keywords Abstract Paper

Azumi Maekawa, Seito Matsubara, Sohei Wakisaka and

Daisuke Uriu, Atsushi Hiyama, Masahiko Inami

Keywords Abstract Paper

robotic device, motor skill, motion sensing, human augmentation, human-machine mutual actuation

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

Keywords Abstract Paper

grammar-guided genetic programming (gggp), supervised learning, feature extraction, interpretability, electrical power system

Yicong Hong, Cristian Rodriguez, Qi Wu, Stephen Gould

Keywords Abstract Paper

vision-and-language navigation, navigation, agent, sub-instruction modules

Michihiro Yasunaga, Percy Liang

Keywords Abstract Paper

Applications - Language, Speech and Dialog

Brennan Shacklett, Erik Wijmans, Aleksei Petrenko and

Manolis Savva, Dhruv Batra, Vladlen Koltun, Kayvon Fatahalian

Keywords Abstract Paper

reinforcement learning, simulation

Chengcheng Wan, Henry (Hank) Hoffmann, Shan Lu, Michael Maire

Keywords Abstract Paper

Deep Learning - General

Ji-Ung Lee, Christian M. Meyer, Iryna Gurevych

Keywords Abstract Paper

educational application, Active Learning, end-user application, active approach

Yao Yao, Zixin Luo, Shiwei Li and

Jingyang Zhang, Yufan Ren, Lei Zhou, Tian Fang, Long Quan

Keywords Abstract Paper

blendedmvs, multi-view stereo, mvs dataset, mvsnet, mvs training, image blending, environment lighting, 3d reconstruction

Yu-Wei Chao, Jimei Yang, Weifeng Chen, Jia Deng

Keywords Abstract Paper

Andras Gabor Kupcsik, Markus Spies, Alexander Klein and

Marco Todescato, Nicolai Waniek, Philipp Schillinger, Mathias Bürger

Keywords Abstract Paper

Nabil Hossain, Marjan Ghazvininejad, Luke Zettlemoyer

Keywords Abstract Paper

Retrieve-Edit-Rerank Generation, candidate selection, Retrieve-and-edit methods, post-generation approach

Yunyi Yang, Yunhao Li, Xiaojun Quan

Keywords Abstract Paper

Yue Wang, Shafiq Joty, Michael Lyu and

Irwin King, Caiming Xiong, Steven C.H. Hoi

Keywords Abstract Paper

visual dialog, vision-language task, visual tasks, answer ranking

Li Zhang, Qing Lyu, Chris Callison-Burch

Keywords Abstract Paper

reasoning tasks, common-sense inference, out-of-domain tasks, swag

Michal Nazarczuk, Krystian Mikolajczyk

Keywords Abstract Paper

Haoran Zhang, Quaid Morris, Berk Ustun, Marzyeh Ghassemi

Keywords Abstract Paper

optimization, machine learning, fairness, interpretability

Judith Clymo, Adria Gascon, Brooks Paige and

Nathanael Fijalkow, Haik Manukian

Keywords Abstract Paper

Hong Cai, Janarbek Matai, Shubhankar Borse and

Yizhe Zhang, Amin Ansari, Fatih Porikli

Keywords Abstract Paper

depth estimation, monocular depth estimation, 3D, self-supervised learning, unsupervised learning, self-supervised monocular depth estimation, distillation

Tianlong Chen, Weiyi Zhang, Zhou Jingyang and

Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang

Keywords Abstract Paper

Chen Xu, Bojie Hu, Yufan Jiang and

Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu

Keywords Abstract Paper

Naveen Venkat, Jogendra Nath Kundu, Durgesh Singh and

Ambareesh Revanur, Venkatesh Babu R

Keywords Abstract Paper

Aritra Bhowmik, Stefan Gumhold, Carsten Rother, Eric Brachmann

Keywords Abstract Paper

sparse features, reinforcement learning, key point detection, feature description, feature matching, relative pose estimation, ransac, essential matrix, sift, superpoint

Arijit Mallick, Joerg Stueckler, Hendrik Lensch

Keywords Abstract Paper

multi-view stereo reconstruction, self-supervised learning, domain adaptation, meta learning

Luyao Shi, Deepta Rajan, Shafiq Abedin and

Manikanta Srikar Yellapragada, David Beymer, Ehsan Dehghan

Keywords Abstract Paper

Felipe Petroski Such, Aditya Rawal, Joel Lehman and

Kenneth Stanley, Jeffrey Clune

Keywords Abstract Paper

Transfer, Multitask and Meta-learning

Tsz Him Cheung, Dit-Yan Yeung

Keywords Abstract Paper

automated data augmentation, deep learning, data augmentation, latent space

Yuchen Cui, Qiping Zhang, Brad Knox and

Alessandro Allievi, Peter Stone, Scott Niekum

Keywords Abstract Paper

Alejandro Newell, Jia Deng

Keywords Abstract Paper

self-supervised, self-supervision, self-supervised learning, pretraining

David Tellez, Diederik Höppener, Cornelis Verhoef and

Dirk Grünhagen, Pieter Nierop, Michal Drozdzal, Jeroen Laak, Francesco Ciompi

Keywords Abstract Paper

James Mullenbach, Jordan Swartz, T. Greg McKelvey and

Hui Dai, David Sontag

Keywords Abstract Paper

Christof Angermueller, David Dohan, David Belanger and

Ramya Deshpande, Kevin Murphy, Lucy Colwell

Keywords Abstract Paper

reinforcement learning, blackbox optimization, molecule design

Yujiro Okuya, Olivier Gladin, Nicolas Ladevèze and

Cédric Fleury, Patrick Bourdot

Keywords Abstract Paper

computer-aided design, collaboration, wall-sized display