Faruk Ahmed, Yoshua Bengio, Harm van Seijen, Aaron Courville

Keywords Abstract Paper

semantic anomaly detection, invariance penalty, Systematic generalisation

Junjie He, Bohua Chen, Yinzhang Ding, Dongxiao Li

Keywords Abstract Paper

Jerrin Shaji George, Mohit Verma, Rajesh Venkatasubramanian, Pratap Subrahmanyam

Keywords Abstract Paper

Yifeng Ding, Shuwei Dong, Yujun Tong and

Zhanyu Ma, Bo Xiao, Haibin Ling

Keywords Abstract Paper

regularization, fine-grained

Alexander Levine, Soheil Feizi

Keywords Abstract Paper

Utkarsh Ojha, Krishna Kumar Singh, Yong Jae Lee

Keywords Abstract Paper

appearance transfer, multi-domain disentanglement, generative adversarial networks

Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo and

Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward

Keywords Abstract Paper

Ece Takmaz, Mario Giulianelli, Sandro Pezzelle and

Arabella Sinclair, Raquel Fernández

Keywords Abstract Paper

generation model, reference system, visual context, dialogue context

Katriel Cohn-Gordon, Georgios Damaskinos, Divino Neto and

Joshi Cordova, Benoît Reitz, Benjamin Strahs, Daniel Obenshain, Paul Pearce, Ioannis Papagiannis

Keywords Abstract Paper

Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten, Patrick Gallinari

Keywords Abstract Paper

end-to-end articles, language pretraining, meta-analysis, bert

Fengzhuo Zhang, Vincent Tan

Keywords Abstract Paper

theory, graph learning

Janne H. Korhonen, Dan Alistarh

Keywords Abstract Paper

optimization

Xingbo Wang, Haipeng Zeng, Yong Wang and

Aoyu Wu, Zhida Sun, Xiaojuan Ma, Huamin Qu

Keywords Abstract Paper

voice modulation, evidence-based training, data visualization, public speaking

Aviv Navon, Idan Achituve, Haggai Maron and

Gal Chechik, Ethan Fetaya

Keywords Abstract Paper

Multi-task Learning, Auxiliary Learning

Xue Yang, Junchi Yan, Ziming Feng, Tao He

Keywords Abstract Paper

Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen and

Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng

Keywords Abstract Paper

Knowledge Representation and Reasoning, Leveraging Knowledge and Learning, Semantic Web

Benjamin Poignard, Makoto Yamada

Keywords Abstract Paper

Chia-Che Tsai, Jeongseok Son, Bhushan Jain and

John McAvey, Raluca Ada Popa, Donald E. Porter

Keywords Abstract Paper

Xintong Li, Lemao Liu, Rui Wang and

Guoping Huang, Max Meng

Keywords Abstract Paper

Machine Translation, learning gates, Regularized Gates, Transformer

Vikas Garg, Tommi Jaakkola

Keywords Abstract Paper

Sequential, Network, and Time-Series Modeling

Harika Abburi, Pulkit Parikh, Niyati Chhaya, Vasudeva Varma

Keywords Abstract Paper

Hadi Salman, Andrew Ilyas, Logan Engstrom and

Ashish Kapoor, Aleksander Madry

Keywords Abstract Paper

Pranjal Awasthi, Alex Tang, Aravindan Vijayaraghavan

Keywords Abstract Paper

theory, deep learning

Lisa Bauer, Mohit Bansal

Keywords Abstract Paper

Durga S, Rishabh Iyer, Ganesh Ramakrishnan, Abir De

Keywords Abstract Paper

, Algorithms, Online Learning, Algorithms, Supervised Learning

Anne Gael Manegueu, Claire Vernade, Alexandra Carpentier, Michal Valko

Keywords Abstract Paper

Online Learning, Active Learning, and Bandits

Da Yu, Huishuai Zhang, Wei Chen and

Jian Yin, Tie-Yan Liu

Keywords Abstract Paper

Social Aspects of Machine Learning

Jefferson Rodriguez, Juan Chacon, Edgar Rangel and

Luis Guayacan, Claudia Hernandez, Luisa Hernandez, Fabio Martinez

Keywords Abstract Paper

Guoyao Su, Yonggang Qi, Kaiyue Pang and

Jie Yang, Yi-Zhe Song

Keywords Abstract Paper

sketch healing, sketch synthesis, graph-to-sequence network, GCN

Pradeep Ambati, David Irwin, Prashant Shenoy

Keywords Abstract Paper

Taiji Suzuki, Akiyama Shunta

Keywords Abstract Paper

local Rademacher complexity, minimax optimal rate, Excess risk, linear estimator, kernel method, fast learning rate

Yurun Tian, Vassileios Balntas, Tony Ng and

Axel Barroso-Laguna, Yiannis Demiris, Krystian Mikolajczyk

Keywords Abstract Paper

Liang Xin, Wen Song, Zhiguang Cao, Jie Zhang

Keywords Abstract Paper

Grégoire Mialon, Dexiong Chen, Alexandre d'Aspremont, Julien Mairal

Keywords Abstract Paper

attention, bioinformatics, transformers, optimal transport, kernel methods

Maha Elbayad, Michael Ustaszewski, Emmanuelle Esperança-Rodier and

Francis Brunet-Manquat, Jakob Verbeek, Laurent Besacier

Keywords Abstract Paper

Takeshi Teshima, Isao Ishikawa, Koichi Tojo and

Kenta Oono, Masahiro Ikeda, Masashi Sugiyama

Keywords Abstract Paper

Eunji Park, Byungjoo Lee

Keywords Abstract Paper

click model, pointing, intermittent control, cue integration, temporal pointing, internal clock

Sejun Park*, Jaeho Lee*, Sangwoo Mo, Jinwoo Shin

Keywords Abstract Paper

network magnitude-based pruning

Lei Han, Tian Zheng, Lan Xu, Lu Fang

Keywords Abstract Paper

instance segmentation, multi-task learning, occupancy

Yuxin Fang, Bencheng Liao, Xinggang Wang and

Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu

Keywords Abstract Paper

transformers, vision, language, transfer learning