影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
4.26/100
超过 13.2%
全站排名 #55,866
发表论文12 篇
平均评分
年均产出4.0 篇/年
Gillian Dobbie
研究方向
continual learning · data augmentation · data stream mining · concept drift mining · machine learning · explainability
31
Unlearning during Training: Domain-Specific Gradient Ascent for Domain Generalization
ICLR 2026Poster
12
Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds
ICLR 2026Rejected
通讯13
Robust Learning of Diffusion Models with Extremely Noisy Conditions
ICLR 2026Rejected
二作19
Asymmetric Training with Heterogeneous Losses: A Probe into Architectural Resonance
ICLR 2026Rejected
二作-1
FMNIL: Feature-level Modular Network for Continual Learning
ICLR 2026Desk Rejected
通讯25
Balancing Domain-Invariant and Domain-Specific Knowledge for Domain Generalization with Online Knowledge Distillation
ICLR 2025Rejected
二作38
SATCH: Specialized Assistant Teacher Distillation to Reduce Catastrophic Forgetting
ICLR 2025Rejected
三作13
Counterfactual Causal Inference in Natural Language with Large Language Models
ICLR 2025Rejected
通讯17
Robust Domain Generalisation with Causal Invariant Bayesian Neural Networks
ICLR 2025Rejected
三作6
Socrates Loss for training ad-hoc calibrated selective classifiers
ICLR 2025Withdrawn
二作