Continual Reinforcement Learning with Complex Synapses. - Christos Kaplanis; Murray Shanahan; Claudia Clopath (ICML, 2018)

Policy Consolidation for Continual Reinforcement Learning. - Christos Kaplanis; Murray Shanahan; Claudia Clopath (ICML, 2019)

Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning. - Nat Dilokthanakul; Christos Kaplanis; Nick Pawlowski; Murray Shanahan (IEEE Trans. Neural Networks Learn. Syst., 2019)

An Explicitly Relational Neural Network Architecture. - Murray Shanahan; Kyriacos Nikiforou; Antonia Creswell; Christos Kaplanis; David G. T. Barrett; Marta Garnelo (ICML, 2020)

Continual Reinforcement Learning with Multi-Timescale Replay. - Christos Kaplanis; Claudia Clopath; Murray Shanahan (CoRR, 2020)

Continual reinforcement learning with memory at multiple timescales. - Christos Kaplanis (2020)

Encoders and Ensembles for Task-Free Continual Learning. - Murray Shanahan; Christos Kaplanis; Jovana Mitrovic (CoRR, 2021)

Improving fine-grained understanding in image-text pre-training. - Ioana Bica; Anastasija Ilic; Matthias Bauer; Goker Erdogan; Matko Bosnjak; Christos Kaplanis; Alexey A. Gritsenko; Matthias Minderer; Charles Blundell; Razvan Pascanu; Jovana Mitrovic (ICML, 2024)

Learning Successor Features the Simple Way. - Raymond Chua; Arna Ghosh; Christos Kaplanis; Blake A. Richards; Doina Precup (NeurIPS, 2024)

Learning diverse causally emergent representations from time series data. - David McSharry; Christos Kaplanis; Fernando Rosas; Pedro A. M. Mediano (NeurIPS, 2024)

Synth2: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings. - Sahand Sharifzadeh; Christos Kaplanis; Shreya Pathak; Dharshan Kumaran; Anastasija Ilic; Jovana Mitrovic; Charles Blundell; Andrea Banino (CoRR, 2024)

Imagen 3. - Jason Baldridge; Jakob Bauer; Mukul Bhutani; Nicole Brichtova; Andrew Bunner; Kelvin Chan; Yichang Chen; Sander Dieleman; Yuqing Du; Zach Eaton-Rosen; Hongliang Fei; Nando de Freitas; et al. (CoRR, 2024)

Vision-Language Model Dialog Games for Self-Improvement. - Ksenia Konyushkova; Christos Kaplanis; Serkan Cabi; Misha Denil (CoRR, 2025)