AI-assisted clinical decisions in medicine, and particularly in dermatology, demand fine-grained understanding across diverse skin tones, body sites, and disease types, yet expert-annotated datasets are scarce, demographically imbalanced, and almost […]
Modern AI systems are rapidly moving beyond static text generation toward capable models and agents that reason, use tools, store memories, and update persistent state, yet safety methods still often […]
Design digital experiences people love to use. In today’s rapidly evolving tech landscape, organizations need professionals who can combine empathy, usability, and aesthetics to create interfaces that engage and delight users. Learn how UX and web design specialists use research‑driven methods, prototyping tools, and inclusive design principles to build seamless digital experiences across platforms. Speaker […]
Presenter: Mario Stanke, Professor of Bioinformatics, University of Greifswald Description: This talk will explore recent machine learning approaches for eukaryotic genome annotation. Our supervised ab initio deep gene finder, Tiberius, correctly predicts more than four times as many human protein-coding gene structures as its father, Augustus, and in some clades, it approaches the accuracy of […]
Due to their increasing complexity, autonomous decision-making agents rely on increasingly advanced algorithms, from classical control theory to reinforcement learning (RL) and, more recently, large vision-language models. While these algorithms help automate the decision-making in complex systems, they bring newer attack vulnerabilities that an adversary can exploit. In this dissertation, we study the security of […]
Join the UC Santa Cruz Premed Postbacc Program for an informative, live online session designed for students, parents, and anyone exploring pathways into medicine, public health, and other health professions. In this discussion, we’ll provide a comprehensive overview of premed and pre-health programs to help you understand your options and choose the path that best aligns with […]
Spontaneous human combustion! Evil lawyers! Detectives! Family intrigue! Join the Pickwick Club for a series of discussions about ‘Bleak House.’
Life After Graduation Series Hosted by UC Davis, open to recent alumni and rising seniors of all UC campuses. Join the Cal Aggie Alumni Association for another session in the Life After Graduation Series, “From Diploma to Dollars: Money Matters for New Alumni,” on Tuesday, June 30 at 12:00 p.m. (Pacific Time). Graduation is behind you—now it’s […]
First Saturday Tours are a wonderful way to introduce yourself to the Arboretum or to deepen your knowledge of the Arboretum’s plant collections. Each tour is a little different depending on the time of year, the interests of the tour guide, and the people who join in. For example, you might learn about the birds […]
AI-assisted clinical decisions in medicine, and particularly in dermatology, demand fine-grained understanding across diverse skin tones, body sites, and disease types, yet expert-annotated datasets are scarce, demographically imbalanced, and almost devoid of rare presentations. This dissertation develops four deep learning systems for this low-label, low-coverage regime. We introduce HealNet, which learns wound healing stages from […]
Graphics Processing Units (GPUs) have become essential platforms for parallel computing, supporting applications far beyond graphics. Central to GPU programming models is its memory consistency specification (MCS), which defines the semantics of concurrent shared-memory operations and interacts with other language features to determine security guarantees such as memory safety. Understanding whether implementations conform to an […]
Dual Attention Transformers (DATs) extend decoder-only Transformers with a dedicated relational-attention stream, making them a natural architecture for abstract identity rules such asABA and ABB. Surprisingly, we find that comparably sized GPT-2 models outperform DATs on these tasks. We investigate this gap with two complementary mechanistic analyses. First, causal mediation analysis shows that DATs exhibit […]
While the human brain learns continually, mastering new tasks without forgetting the old and adapting to unfamiliar ones from context alone, modern neural networks still lack both. To bridge the gap between biological adaptivity and modern AI, we have established foundational work on sparsity as a computational principle at three levels of neural computation, through […]
Unlocking the blueprint for regeneration: Insights from Hydra Regeneration, the ability to heal and regrow lost body parts, varies across species, tissues, and even cell types. To harness regenerative ability for medicine, we need to understand the genetic mechanisms that are similar across regenerating species. My lab uses Hydra, a small freshwater relative of jellyfish, to investigate […]
Games user researchers (GURs) use various methods to understand when a game is overloading its players. In games research where data-driven multimodal approaches are necessary to drive insights, the currently available tools to measure user load are coarse, one-dimensional, and often aggregated. The more dominant instruments, such as the Cognitive Load Scale (CLS) and the […]
Three learners who fail the same level of an educational game the same number of times can be failing in three different ways, and the difference determines what each should do next. Yet the measures a game’s logs are usually reduced to (completion time, error counts, mastery estimates) render the three identical. This proposal takes […]
Join UC Santa Cruz Healthcare Pathways for a live online information session to learn about our Premed Postbacc Cohort, Premed and Pre-Health DIY Pathways, and other program offerings. We’ll provide an overview of our programs and cover how to apply for our next admissions cycle, which opens in August. We’ll also discuss the application process, admissions timeline, coursework, […]
The Dickens Universe is a unique cultural event that brings together scholars, teachers, students, and members of the general public for a week of stimulating discussion and festive social activity—all focused on Victorian literature. In 2026, the Dickens Universe will feature ‘Bleak House’ by Charles Dickens.
The Dickens Universe is a unique cultural event that brings together scholars, teachers, students, and members of the general public for a week of stimulating discussion and festive social activity—all focused on Victorian literature. In 2026, the Dickens Universe will feature ‘Bleak House’ by Charles Dickens.
The Dickens Universe is a unique cultural event that brings together scholars, teachers, students, and members of the general public for a week of stimulating discussion and festive social activity—all focused on Victorian literature. In 2026, the Dickens Universe will feature ‘Bleak House’ by Charles Dickens.