CoLLAs-2022 - Oral Presentations
14 videos • 308 views • by Conference on Lifelong Learning Agents (CoLLAs)
1
Disentanglement and Generalization Under Correlation Shifts - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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2
Practical tradeoffs between memory, compute, and performance in learned optimizers - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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3
How Does the Task Landscape Affect MAML Performance? - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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4
Few-Shot Learning by Dimensionality Reduction in Gradient Space - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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5
Energy-Based Models for Continual Learning - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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6
Test Sample Accuracy Scales with Training Sample Density in Neural Networks - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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7
Predictive learning enables neural networks to learn complex working memory tasks - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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8
Continual Learning with Foundation Models: An Empirical Study of Latent Replay - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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9
Inherent Limitations of Multi-Task Fair Representations - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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10
Neural Distillation as a State Representation Bottleneck in Reinforcement Learning - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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11
CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents.
Conference on Lifelong Learning Agents (CoLLAs)
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12
A Dataset Perspective on Offline Reinforcement Learning - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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13
Meta-Gradients in Non-Stationary Environments - CoLLAs 2022
Conference on Lifelong Learning Agents (CoLLAs)
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14
Using Meta-Gradient Descent for Predictive Feature Discovery in a Single Stream of Experience.
Conference on Lifelong Learning Agents (CoLLAs)
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