Charlotte Loh
6 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (5) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(25)
Conferences
NIPS (4)
ICLR (1)
ICML (1)
Top co-authors
Keywords
representation learning
(2)
contrastive learning
(2)
large language model
(2)
data augmentation
(1)
autoregressive generation
(1)
neural architecture search
(1)
parameter-efficient learning
(1)
parameter efficient
(1)
neural activity
(1)
spike sorting
(1)
extracellular recordings
(1)
neural representation
(1)
generalization bound
(1)
hidden state
(1)
symbolic computation
(1)
gradient flow
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
efficient fine-tuning
(1)
Papers
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step
NIPS 2024
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
NIPS 2024
Towards robust and generalizable representations of extracellular data using contrastive learning
NIPS 2023
Analyzing Generalization of Neural Networks through Loss Path Kernels
NIPS 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries
ICML 2023
Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations
ICLR 2022