Deep Learning
Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
These result in significant overhead on mobile devices due to their limited bandwidth, which even makes the latency worse than vanilla ViT on mobile.
FinBen: A Holistic Financial Benchmark for Large Language Models
Their novel solutions outperformed GPT -4, showcasing FinBen's potential to drive innovations in financial LLMs.
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
However, recent studies show that the alignment can be easily compromised through finetuning with only a few adversarially designed training examples.
Optimistic Verifiable Training by Controlling Hardware Nondeterminism
We are currently in the "large-scale era" of machine learning (ML), where the exciting capabilities of
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization
SSL endeavors to produce meaningful representations without the guidance of labels.
