Sebastian Cucerca, Piotr Didyk, Hans-Peter Seidel, Vahid Babaei

Keywords Abstract Paper

computational fabrication, laser marking, multi-objective optimization, color reproduction, genetic algorithm

Yoav Levine, Barak Lenz, Or Dagan and

Ori Ram, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua, Yoav Shoham

Keywords Abstract Paper

natural understanding, lexical understanding, SemEval Disambiguation, task

Leonard Hasenclever, Fabio Pardo, Raia Hadsell and

Nicolas Heess, Josh Merel

Keywords Abstract Paper

Planning, Control, and Multiagent Learning

Daniel Harasim, Christoph Finkensiep, Petter Ericson and

Timothy J. O'Donnell, Martin Rohrmeier

Keywords Abstract Paper

Evaluation, datasets, and reproducibility, Novel datasets and use cases, Domain knowledge, Computational music theory and musicology, Representations of music, Annotation protocols, Musical features and properties, Harmony, chords, and tonality, Structure, segmentation, and form

Sarah Perrin, Julien Perolat, Mathieu Lauriere and

Matthieu Geist, Romuald Elie, Olivier Pietquin

Keywords Abstract Paper

Xiaorui Liu, Yao Li, Rongrong Wang and

Jiliang Tang, Ming Yan

Keywords Abstract Paper

Decentralized Optimization, Heterogeneous data, Linear Convergence, Communication Compression

Fumihiko Sakaue, Jun Sato

Keywords Abstract Paper

motion visualization, spatiotemporal image projection, computational projection, computational displaying, computational photography, time-domain integration

Wolfgang Dvořák, Alexander Greßler, Anna Rapberger, Stefan Woltran

Keywords Abstract Paper

Numair Khan, Min H. Kim, James Tompkin

Keywords Abstract Paper

light fields, lightfields, depth estimation, dense depth, diffusion, image editing, occlusion edges, edge aware

Haotian Jiang, Yin Tat Lee, Zhao Song, Sam Chiu-wai Wong

Keywords Abstract Paper

convex-concave games, cutting plane method, market equilibrium, fast rectangular matrix multiplication, convex optimization

Jiawei Ren, Cunjun Yu, Zhongang Cai and

Mingyuan Zhang, Chongsong Chen, Haiyu Zhao, Shuai Yi, Hongsheng Li

Keywords Abstract Paper

Zhiwei Yu, Hongyu Zang, Xiaojun Wan

Keywords Abstract Paper

punning, error analysis, computational models, homophones

Ziqi Zhang, Yuexiang Li, Hongxin Wei and

Kai Ma, Tao Xu, Yefeng Zheng

Keywords Abstract Paper

noisy labels, image classification, instance selection, robust learning, inter-class correlation, soft label, medical image

Fan Wu, Patrick Rebeschini

Keywords Abstract Paper

optimization

Daniel Selsam, Simon Hudon, Leonardo De Moura

Keywords Abstract Paper

functional programming, interactive theorem proving, Lean

Taiji Suzuki, Atsushi Nitanda

Keywords Abstract Paper

deep learning, kernel methods

Wuguannan Yao, Wonjung Lee, Junhui Wang

Keywords Abstract Paper

crowdsourcing, label aggregation, latent variable models, variational inference

Huy Tuan Pham, Phan-Minh Nguyen

Keywords Abstract Paper

theory, deep learning, optimization

Lichao Sun, Congying Xia, Wenpeng Yin and

Tingting Liang, Philip Yu, Lifang He

Keywords Abstract Paper

Hankook Lee, Sung Ju Hwang, Jinwoo Shin

Keywords Abstract Paper

Deep Learning - Algorithms

Naganand Yadati, Dayanidhi R S, Vaishnavi S and

Indira K M, Srinidhi G

Keywords Abstract Paper

Ugo Tanielian, Gerard Biau

Keywords Abstract Paper

Lingxiao Li, Aude Genevay, Mikhail Yurochkin, Justin M Solomon

Keywords Abstract Paper

Junbo Yin, Wenguan Wang, Qinghao Meng and

Ruigang Yang, Jianbing Shen

Keywords Abstract Paper

mot, multi-task learning, motion, affinity, attention, online

Shen Yan, Kaiqiang Song, Fei Liu, Mi Zhang

Keywords Abstract Paper

Algorithms, AutoML

David Tolpin, Yuan Zhou, Tom Rainforth, Hongseok Yang

Keywords Abstract Paper

Probabilistic Methods, Probabilistic Programming

Bingyi Kang, Saining Xie, Marcus Rohrbach and

Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis

Keywords Abstract Paper

long-tailed recognition, classification

Himan Abdollahpouri, Masoud Mansoury, Robin Burke, Bamshad Mobasher

Keywords Abstract Paper

Calibration, Algorithmic bias, Recommender systems, Popularity bias amplification

Andre Schidler, Stefan Szeider

Keywords Abstract Paper

Constraints and SAT, Constraint Satisfaction, Constraints, Satisfiability Modulo Theories

Anna Kornfeld Simpson, Adriana Szekeres, Jacob Nelson, Irene Zhang

Keywords Abstract Paper

Xinshi Chen, Yu Li, Ramzan Umarov and

Xin Gao, Le Song

Keywords Abstract Paper

RNA secondary structure prediction, learning algorithm, deep architecture design, computational biology

Yuanxin Zhong, Minghan Zhu, Huei Peng

Keywords Abstract Paper

3D object detection, point cloud segmentation, implicit representation, implicit network

Jan Eric Lenssen, Christian Osendorfer, Jonathan Masci

Keywords Abstract Paper

surface normal estimation, deep learning, differentiable algorithm, point clouds, 3d, differentiable least squares, spatial transformer

Rui Wang, David Geraghty, Kevin Matzen and

Richard Szeliski, Jan-Michael Frahm

Keywords Abstract Paper

normal, single-view, vanishing points, manhattan label map, manhattan line map, depth

Yunqiang Li, Jan van Gemert

Keywords Abstract Paper

Mathilde Caron, Ishan Misra, Julien Mairal and

Priya Goyal, Piotr Bojanowski, Armand Joulin

Keywords Abstract Paper

Neal Ravindra, Arijit Sehanobish, Jenna L. Pappalardo and

David A. Hafler, David van Dijk

Keywords Abstract Paper

Applied computing, Life and medical sciences, Computational biology, Computational transcriptomics, Computing methodologies, Machine learning, Machine learning algorithms, Feature selection, Machine learning approaches, Neural networks

Fengzhuo Zhang, Vincent Tan

Keywords Abstract Paper

theory, graph learning

James Gleeson, Sri Krishnan, Moshe Gabel and

Vijay Janapa Reddi, Eyal de Lara, Gennady Pekhimenko

Keywords Abstract Paper

Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac and

Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia

Keywords Abstract Paper