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(18 events)   Time zone: Conference local time zone  
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The 2021 schedule is still incomplete
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Oral
Mon May 03 08:00 PM -- 08:15 PM (CEST)
Federated Learning Based on Dynamic Regularization
Durmus Alp Emre Acar · Yue Zhao · Ramon Matas · Matthew Mattina · Paul Whatmough · Venkatesh Saligrama
[ Paper ]
Oral
Mon May 03 08:15 PM -- 08:30 PM (CEST)
Gradient Projection Memory for Continual Learning
Gobinda Saha · Isha Garg · Kaushik Roy
[ Paper ]
Oral
Mon May 03 08:30 PM -- 08:45 PM (CEST)
Growing Efficient Deep Networks by Structured Continuous Sparsification
Xin Yuan · Pedro Savarese · Michael Maire
[ Paper ]
Spotlight
Mon May 03 08:45 PM -- 08:55 PM (CEST)
Geometry-Aware Gradient Algorithms for Neural Architecture Search
Liam Li · Mikhail Khodak · Nina Balcan · Ameet Talwalkar
[ Paper ]
Q&A
Mon May 03 08:55 PM -- 09:05 PM (CEST)
Q&A
Spotlight
Mon May 03 09:05 PM -- 09:15 PM (CEST)
Generalization bounds via distillation
Daniel Hsu · Ziwei Ji · Matus Telgarsky · Lan Wang
[ Paper ]
Spotlight
Mon May 03 09:15 PM -- 09:25 PM (CEST)
On the Theory of Implicit Deep Learning: Global Convergence with Implicit Layers
Kenji Kawaguchi
[ Paper ]
Spotlight
Mon May 03 09:25 PM -- 09:35 PM (CEST)
Sharpness-aware Minimization for Efficiently Improving Generalization
Pierre Foret · Ariel Kleiner · Hossein Mobahi · Behnam Neyshabur
[ Paper ]
Spotlight
Mon May 03 09:35 PM -- 09:45 PM (CEST)
Systematic generalisation with group invariant predictions
Faruk Ahmed · Yoshua Bengio · Harm van Seijen · Aaron Courville
[ Paper ]
Spotlight
Mon May 03 09:45 PM -- 09:55 PM (CEST)
On Statistical Bias In Active Learning: How and When to Fix It
Sebastian Farquhar · Yarin Gal · Tom Rainforth
[ Paper ]
Spotlight
Mon May 03 09:55 PM -- 10:05 PM (CEST)
Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
Rewon Child
[ Paper ]
Q&A
Mon May 03 10:05 PM -- 10:20 PM (CEST)
Q&A
Spotlight
Mon May 03 10:20 PM -- 10:30 PM (CEST)
Uncertainty Sets for Image Classifiers using Conformal Prediction
Anastasios Angelopoulos · Stephen Bates · Michael Jordan · Jitendra Malik
[ Paper ]
Spotlight
Mon May 03 10:30 PM -- 10:40 PM (CEST)
PMI-Masking: Principled masking of correlated spans
Yoav Levine · Barak Lenz · Opher Lieber · Omri Abend · Kevin Leyton-Brown · Moshe Tennenholtz · Yoav Shoham
[ Paper ]
Spotlight
Mon May 03 10:40 PM -- 10:50 PM (CEST)
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models
Zirui Wang · Yulia Tsvetkov · Orhan Firat · Yuan Cao
[ Paper ]
Spotlight
Mon May 03 10:50 PM -- 11:00 PM (CEST)
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration
Xavier Puig · Tianmin Shu · Shuang Li · Zilin Wang · Yuan-Hong Liao · Joshua B Tenenbaum · Sanja Fidler · Antonio Torralba
[ Paper ]
Spotlight
Mon May 03 11:00 PM -- 11:10 PM (CEST)
Predicting Infectiousness for Proactive Contact Tracing
Yoshua Bengio · Prateek Gupta · Tegan Maharaj · Nasim Rahaman · Martin Weiss · Tristan Deleu · Eilif B Muller · Meng Qu · victor schmidt · Pierre-luc St-charles · hannah alsdurf · Olexa Bilaniuk · david buckeridge · Gaétan Marceau Caron · pierre carrier · Joumana Ghosn · satya gagne · Chris J Pal · Irina Rish · Bernhard Schoelkopf · abhinav sharma · Jian Tang · Andrew Williams
[ Paper ]
Q&A
Mon May 03 11:10 PM -- 11:23 PM (CEST)
Q&A