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

Workshop

Mon 8:00

Gemma Roig: "Modeling the human brain from invariance and robustness to clutter towards multimodal, multi-task and continuous learning models"

Workshop

Mon 5:10

Continual Learning in Large-Scale Pre-Training
Xu Sun

Workshop

Continual Few-Shot Learning for Named Entity Recognition

Affinity Workshop

Model-Free Learning for Continuous Timing as an Action
Helen Zhou · David Childers · Zachary Lipton

Poster

Tue 8:30

Continuous vs. Discrete Optimization of Deep Neural Networks
Omer Elkabetz · Nadav Cohen

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

Wed 16:30

Continuous Doubly Constrained Batch Reinforcement Learning
Rasool Fakoor · Jonas Mueller · Kavosh Asadi · Pratik Chaudhari · Alexander Smola

Datasets and Benchmarks

The CLEAR Benchmark: Continual LEArning on Real-World Imagery
Zhiqiu Lin · Jia Shi · Deepak Pathak · Deva Ramanan

Results