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Workshop
Fri 10:30 Keynote 5: Song Han. Title: TinyTL: Reduce Memory, Not Parameters for Efficient On-Device Training
Poster
Mon 17:00 Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning
Shauharda Khadka · Estelle Aflalo · Mattias Marder · Avrech Ben-David · Santiago Miret · Shie Mannor · Tamir Hazan · Hanlin Tang · Somdeb Majumdar
Poster
Thu 1:00 Hopfield Networks is All You Need
Hubert Ramsauer · Bernhard Schäfl · Johannes Lehner · Philipp Seidl · Michael Widrich · Lukas Gruber · Markus Holzleitner · Thomas Adler · David Kreil · Michael K Kopp · Günter Klambauer · Johannes Brandstetter · Sepp Hochreiter
Poster
Tue 9:00 Large Associative Memory Problem in Neurobiology and Machine Learning
Dmitry Krotov · John J Hopfield
Poster
Mon 9:00 Gradient Projection Memory for Continual Learning
Gobinda Saha · Isha Garg · Kaushik Roy
Oral
Mon 11:15 Gradient Projection Memory for Continual Learning
Gobinda Saha · Isha Garg · Kaushik Roy
Poster
Thu 9:00 Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation
Emilio Parisotto · Ruslan Salakhutdinov
Poster
Wed 1:00 Grounded Language Learning Fast and Slow
Felix Hill · Olivier Tieleman · Tamara von Glehn · Nathaniel Wong · Hamza Merzic · Stephen Clark
Poster
Thu 1:00 Kanerva++: Extending the Kanerva Machine With Differentiable, Locally Block Allocated Latent Memory
Jason Ramapuram · Yan Wu · Alexandros Kalousis
Poster
Wed 1:00 Learning Task Decomposition with Ordered Memory Policy Network
Yuchen Lu · Yikang Shen · Siyuan Zhou · Aaron Courville · Joshua B Tenenbaum · Chuang Gan
Poster
Wed 1:00 Learning Associative Inference Using Fast Weight Memory
Imanol Schlag · Tsendsuren Munkhdalai · Jürgen Schmidhuber
Poster
Mon 17:00 MALI: A memory efficient and reverse accurate integrator for Neural ODEs
Juntang Zhuang · Nicha C Dvornek · sekhar tatikonda · James s Duncan