Siddhant M. Jayakumar

4 papers · 2018–2020 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ICLR (4)

Top co-authors

Razvan Pascanu (3) Jonathan Schwarz (2) Wojciech M. Czarnecki (2) Yee Whye Teh (2) Jack W. Rae (2) Anna Potapenko (1) Pablo Sprechmann (1) Timothy P. Lillicrap (1) Charles Blundell (1) Dhruva Tirumala (1)

Research topics

Artificial Intelligence (4) Core AI (3) Deep Learning (2) Machine Learning (2) Architectures (2) Reinforcement Learning (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Methods (1) Optimization & Theory (1) Techniques (1)

Keywords

neural network architecture (1) reinforcement learning (1) catastrophic forgetting (1) transfer learning (1) information bottleneck (1) attention mechanism (1) language modeling (1) kl regularization (1) sequence model (1) memory mechanism (1) gating mechanism (1) neural network (1) default policy (1) long-range sequence (1) memory-based parameter adaptation (1) context-based lookup (1) multiplicative interaction (1) compressive transformer (1)

Papers

Compressive Transformers for Long-Range Sequence Modelling ICLR 2020 Multiplicative Interactions and Where to Find Them ICLR 2020 Information asymmetry in KL-regularized RL ICLR 2019 Memory-based Parameter Adaptation ICLR 2018