Trenton Bricken

4 papers · 2021–2024 · 3 venues · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

NeurIPS (2) ICLR (1) ICML (1)

Top co-authors

Rylan Schaeffer (2) Gabriel Kreiman (2) Fracesco Mosconi (1) Esin Durmus (1) Samuel R. Bowman (1) Xander Davies (1) Deep Ganguli (1) Naomi Bashkansky (1) Cengiz Pehlevan (1) Joe Benton (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Optimization & Theory (2) Natural Language Processing (1) Architectures (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Resources & Methods (1)

Keywords

sparse distributed memory (2) sparse representation (1) attention mechanism (1) biological plausibility (1) associative memory (1) jailbreaking attack (1) adversarial prompt (1) red teaming (1) continual learning (1) neural network sparsity (1) sparse network (1) multi-layer perceptron (1) memory replay (1) noisy training (1) large language model (1) context window (1)

Papers

Many-shot Jailbreaking NeurIPS 2024 Emergence of Sparse Representations from Noise ICML 2023 Sparse Distributed Memory is a Continual Learner ICLR 2023 Attention Approximates Sparse Distributed Memory NeurIPS 2021