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Workshop
Model Zoo: A Growing Brain That Learns Continually
Rahul Ramesh · Pratik Chaudhari
Poster
Wed 16:30 Continual Learning via Local Module Composition
Oleksiy Ostapenko · Pau Rodriguez · Massimo Caccia · Laurent Charlin
Poster
Thu 8:30 Continual Auxiliary Task Learning
Matthew McLeod · Chunlok Lo · Matthew Schlegel · Andrew Jacobsen · Raksha Kumaraswamy · Martha White · Adam White
Affinity Workshop
Model-Free Learning for Continuous Timing as an Action
Helen Zhou · David Childers · Zachary Lipton
Workshop
Continual Few-Shot Learning for Named Entity Recognition
Workshop
Mon 5:10 Continual Learning in Large-Scale Pre-Training
Xu Sun
Workshop
Mon 8:00 Gemma Roig: "Modeling the human brain from invariance and robustness to clutter towards multimodal, multi-task and continuous learning models"
Poster
Wed 16:30 Lifelong Domain Adaptation via Consolidated Internal Distribution
Mohammad Rostami
Poster
Wed 0:30 DualNet: Continual Learning, Fast and Slow
Quang Pham · Chenghao Liu · Steven Hoi
Poster
Tue 8:30 Continuous vs. Discrete Optimization of Deep Neural Networks
Omer Elkabetz · Nadav Cohen
Workshop
Block Contextual MDPs for Continual Learning
Shagun Sodhani · Franziska Meier · Joelle Pineau · Amy Zhang
Datasets and Benchmarks
The CLEAR Benchmark: Continual LEArning on Real-World Imagery
Zhiqiu Lin · Jia Shi · Deepak Pathak · Deva Ramanan