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Poster
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Tue 7:30 |
Don’t forget the nullspace! Nullspace occupancy as a mechanism for out of distribution failure Daksh Idnani · Vivek Madan · Naman Goyal · David J Schwab · Shanmukha Ramakrishna Vedantam |
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Poster
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Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mingxu Tao · Yansong Feng · Dongyan Zhao |
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Poster
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Wed 2:30 |
Is Forgetting Less a Good Inductive Bias for Forward Transfer? Jiefeng Chen · Timothy Nguyen · Dilan Gorur · Arslan Chaudhry |
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Poster
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New Insights for the Stability-Plasticity Dilemma in Online Continual Learning Dahuin Jung · Dongjin Lee · Sunwon Hong · Hyemi Jang · Ho Bae · Sungroh Yoon |
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Poster
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Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting Myeongho Jeon · Hyoje Lee · Yedarm Seong · Myungjoo Kang |
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Poster
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Wed 2:30 |
Measuring Forgetting of Memorized Training Examples Matthew Jagielski · Om Thakkar · Florian Tramer · Daphne Ippolito · Katherine Lee · Nicholas Carlini · Eric Wallace · Shuang Song · Abhradeep Guha Thakurta · Nicolas Papernot · Chiyuan Zhang |
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Workshop
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On The Role of Forgetting in Fine-Tuning Reinforcement Learning Models Maciej Wołczyk · Bartłomiej Cupiał · Michał Zając · Razvan Pascanu · Łukasz Kuciński · Piotr Miłoś |
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Poster
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Wed 7:30 |
Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning Do-Yeon Kim · Dong-Jun Han · Jun Seo · Jaekyun Moon |
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Oral
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Wed 7:00 |
Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning Do-Yeon Kim · Dong-Jun Han · Jun Seo · Jaekyun Moon |
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Poster
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Mon 7:30 |
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning Fahad Sarfraz · Elahe Arani · Bahram Yoosefizonooz |
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Poster
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Tue 7:30 |
Artificial Neuronal Ensembles with Learned Context Dependent Gating Matthew J Tilley · Michelle Miller · David Freedman |