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11 Results

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Workshop
Fri 11:00 Hava Siegelmann: "Lifelong learning and supporting memory"
Hava Siegelmann
Tutorial
Mon 5:40 The problem: real-world applications of lifelong learning
Tyler Hayes
Poster
Wed 9:00 Model-based Lifelong Reinforcement Learning with Bayesian Exploration
Haotian Fu · Shangqun Yu · Michael Littman · George Konidaris
Tutorial
Mon 6:00 Approaches: current strategies for lifelong learning
Gido van de Ven
Tutorial
Mon 5:00 Lifelong Learning Machines
Tyler Hayes · Dhireesha Kudithipudi · Gido van de Ven
Poster
Wed 14:00 A Theoretical Study on Solving Continual Learning
Gyuhak Kim · Changnan Xiao · Tatsuya Konishi · Zixuan Ke · Bing Liu
Poster
Wed 9:00 On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
Lorenzo Bonicelli · Matteo Boschini · Angelo Porrello · Concetto Spampinato · SIMONE CALDERARA
Workshop
Informing generative replay for continual learning with long-term memory formation in the fruit fly
Brian Robinson · Justin Joyce · Raphael Norman-Tenazas · Gautam Vallabha · Erik Johnson
Poster
Thu 14:00 CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks
Tejas Srinivasan · Ting-Yun Chang · Leticia Pinto Alva · Georgios Chochlakis · Mohammad Rostami · Jesse Thomason
Poster
Wed 14:00 Continual Learning with Evolving Class Ontologies
Zhiqiu Lin · Deepak Pathak · Yu-Xiong Wang · Deva Ramanan · Shu Kong
Poster
Thu 9:00 Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting
Alex Ororbia · Ankur Mali · C Lee Giles · Daniel Kifer