Bowen Wu, Mengyuan Li, Zongsheng Wang and

Yifu Chen, Derek F. Wong, Qihang Feng, Junhong Huang, Baoxun Wang

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conversational agents, optimization, persona-aware generation, Variational Generator

Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos, Nicolas Vayatis

Keywords Abstract Paper

Sequential, Network, and Time-Series Modeling

Sundong Kim, Yu-Che Tsai, Karandeep Singh and

Yeonsoo Choi, Etim Ibok, Cheng-Te Li, Meeyoung Cha

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e-government, tree-based embedding model, customs frauds detection, multi-task learning

Grigorii Guz, Peyman Bateni, Darius Muglich, Giuseppe Carenini

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Florian Maximilian Langer, Ignas Budvytis, Roberto Cipolla

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3D shape, CAD model, deformation, image-based retrieval, key points, geometry

Onur Teymur, Jackson Gorham, Marina Riabiz, Chris Oates

Keywords Abstract Paper

Prathamesh Mayekar, Ananda Theertha Suresh, Himanshu Tyagi

Keywords Abstract Paper

Devendra Singh, Siva Reddy, Will Hamilton and

Chris Dyer, Dani Yogatama

Keywords Abstract Paper

Edith Elkind, Erel Segal-Halevi, Warut Suksompong

Keywords Abstract Paper

Agent-based and Multi-agent Systems, Resource Allocation, Computational Social Choice

Ben Batten, Panagiotis Kouvaros, Alessio Lomuscio, Yang Zheng

Keywords Abstract Paper

Machine Learning, Deep Learning, Explainable/Interpretable Machine Learning, Validation and Verification

Yuhong Li, Cong Hao, Pan Li and

Jinjun Xiong, Deming Chen

Keywords Abstract Paper

deep learning, machine learning, self-supervised learning, vision, language

Ji Hou, Angela Dai, Matthias Nießner

Keywords Abstract Paper

instance completion, shape completion, instance segmentation, 3d scene understanding, rgb-d, multi-view geometry, segmentation

Priyanka Sen, Amir Saffari

Keywords Abstract Paper

question answering, reading comprehension, bert-based models, question variations

Zifan Liu, Jongho Park, Theo Rekatsinas, Christos Tzamos

Keywords Abstract Paper

Theory, Computational Learning Theory

Philippe Casgrain, Anastasis Kratsios

Keywords Abstract Paper

Bharat Sau, Soumya Roy, Vinay P Namboodiri, Raghu Sesha Iyengar

Keywords Abstract Paper

Knowledge Distillation, Network Compression, Visual Attention

Marjan Ghazvininejad, Vladimir Karpukhin, Luke Zettlemoyer, Omer Levy

Keywords Abstract Paper

Applications - Language, Speech and Dialog

Srinadh Bhojanapalli, Chulhee Yun, Ankit Singh Rawat and

Sashank Jakkam Reddi, Sanjiv Kumar

Keywords Abstract Paper

Deep Learning - Theory

Yanxi Li, Minjing Dong, Yunhe Wang, Chang Xu

Keywords Abstract Paper

Deep Learning - General

Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian

Keywords Abstract Paper

Yushi Lan, Yuan Liu, Xinchi Zhou and

Tian Maoqing, Xuesen Zhang, Shuai Yi, Hongsheng Li

Keywords Abstract Paper

person re-identification, adversarial samples, metric learning, multi-task learning, image retrieval

William A. P. Smith, Alassane Seck, Hannah Dee and

Bernard Tiddeman, Joshua B. Tenenbaum, Bernhard Egger

Keywords Abstract Paper

3d morphable model, albedo, reflectance, light stage, face scanning, inverse graphics, generative models, computer graphics, statistical modelling, analysis-by-synthesis

Yifan Ding, Liqiang Wang, Boqing Gong

Keywords Abstract Paper

Satya Narayan Shukla, Benjamin M Marlin

Keywords Abstract Paper

missing data, attention, multivariate time series, irregular sampling

Lingshen He, Yiming Dong, Yisen Wang and

Dacheng Tao, Zhouchen Lin

Keywords Abstract Paper

deep learning, transformers

Xiaoyu Li, Zhenxun Zhuang, Francesco Orabona

Keywords Abstract Paper

Optimization, Non-Convex Optimization

Alexander Fabbri, Patrick Ng, Zhiguo Wang and

Ramesh Nallapati, Bing Xiang

Keywords Abstract Paper

Template-Based Generation, Unsupervised Answering, Question Answering, QA

YU LI, Min LI, Qiuxia LAI and

Yannan Liu, Qiang Xu

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deep learning, machine learning, vision, graph learning, semi-supervised learning

Dong Nguyen, Jack Grieve

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Nikita Moghe, Priyesh Vijayan, Balaraman Ravindran, Mitesh M. Khapra

Keywords Abstract Paper

Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu

Keywords Abstract Paper

Soumyadip Sengupta, Vivek Jayaram, Brian Curless and

Steven M. Seitz, Ira Kemelmacher-Shlizerman

Keywords Abstract Paper

alpha matting, background removal, green screen, compositing, computational photography, deep learning, gan

Pedro Herrero-Vidal, Dmitry Rinberg, Cristina Savin

Keywords Abstract Paper

robustness, neuroscience

Haonan Duan, Saeed Nejati, George Trimponias and

Pascal Poupart, Vijay Ganesh

Keywords Abstract Paper

Probabilistic Inference - Models and Probabilistic Programming

Snehal Jauhri, Carlos Celemin, Jens Kober

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Nima Anari, Moses Charikar, Kiran Shiragur, Aaron Sidford

Keywords Abstract Paper

Zi Wang

Keywords Abstract Paper

Fan-Keng Sun, Chris Lang, Duane Boning

Keywords Abstract Paper

deep learning

Kaixuan Huang, Yuqing Wang, Molei Tao, Tuo Zhao

Keywords Abstract Paper

Algorithms -> Uncertainty Estimation; Theory -> Frequentist Statistics; Theory -> Large Deviations and Asymptotic Analysis; The, Algorithms -> Kernel Methods

Javier Fernández, Luke Bornn

Keywords Abstract Paper

soccer analytics, spatio-temporal statistics, representation learning, fully convolutional neural networks, deep learning, interpretable machine learning