Paul Vicol
15 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (7)
🌈
Renaissance Researcher
(7)
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(7)
👑
Triple Crown
🔥
Unstoppable
(8)
💎
Century Club
(15)
🚀
Conference Pioneer
🗃️
Keyword Collector
(68)
Conferences
ICML (4)
AISTATS (3)
ICLR (3)
CVPR (2)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
hyperparameter optimization
(3)
learned optimizer
(2)
evolution strategy
(2)
generative adversarial network
(2)
gradient estimation
(2)
unrolled computation graph
(2)
gradient-based optimization
(1)
social intelligence
(1)
stochastic gradient descent
(1)
text-to-image generation
(1)
video understanding
(1)
scene graph
(1)
graph representation
(1)
scene understanding
(1)
variance reduction
(1)
data augmentation
(1)
gradient descent
(1)
gradient computation
(1)
implicit differentiation
(1)
posterior distribution
(1)
Papers
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation
CVPR 2025
Directly Fine-Tuning Diffusion Models on Differentiable Rewards
ICLR 2024
Low-Variance Gradient Estimation in Unrolled Computation Graphs with ES-Single
ICML 2023
Amortized Proximal Optimization
NIPS 2022
Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies (Extended Abstract)
IJCAI 2022
On Implicit Bias in Overparameterized Bilevel Optimization
ICML 2022
Complex Momentum for Optimization in Games
AISTATS 2022
Understanding and Mitigating Exploding Inverses in Invertible Neural Networks
AISTATS 2021
Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies
ICML 2021
Optimizing Millions of Hyperparameters by Implicit Differentiation
AISTATS 2020
Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions
ICLR 2019
Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches
ICLR 2018
MovieGraphs: Towards Understanding Human-Centric Situations From Videos
CVPR 2018
Reversible Recurrent Neural Networks
NIPS 2018
Adversarial Distillation of Bayesian Neural Network Posteriors
ICML 2018