Danica J. Sutherland
31 papers · 2015–2025 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 7 separate collaboration groups - the largest holds only 42% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Danica J. Sutherland?
4 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Wonho Bae, Yi Ren, Mohamad Amin Mohamadi
13 papers
· 2022–2025
· ICLR, NeurIPS, ECCV
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Learning Dynamics of LLM Finetuning
ICLR 2025
Uncertainty Herding: One Active Learning Method for All Label Budgets
ICLR 2025
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
NeurIPS 2024
Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling
ECCV 2024
Generalized Coverage for More Robust Low-Budget Active Learning
ECCV 2024
Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition
ICML 2024
A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel
ICML 2023
How to prepare your task head for finetuning
ICLR 2023
Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings
NeurIPS 2023
Better Supervisory Signals by Observing Learning Paths
ICLR 2022
Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels
NeurIPS 2022
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection
ECCV 2022
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model
IJCAI 2022