Shibani Santurkar
18 papers · 2017–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (6)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
👑
Triple Crown
🤝
Dynamic Duo
(14)
🗃️
Keyword Collector
(70)
❓
The Questioner
(3)
📈
Trend Setter
💎
Century Club
(18)
🔥
Unstoppable
(7)
Conferences
NIPS (7)
ICML (6)
ICLR (5)
Top co-authors
Keywords
benchmark evaluation
(3)
model debugging
(2)
language model
(2)
image classification
(2)
robust classification
(2)
domain adaptation
(1)
kl divergence
(1)
domain generalization
(1)
batch normalization
(1)
model robustness
(1)
adversarial robustness
(1)
opinion mining
(1)
sample complexity
(1)
image synthesis
(1)
feature attribution
(1)
responsible ai
(1)
subpopulation shift
(1)
neural network optimization
(1)
feature representation
(1)
computer vision
(1)
Papers
Is a Caption Worth a Thousand Images? A Study on Representation Learning
ICLR 2023
Whose Opinions Do Language Models Reflect?
ICML 2023
Data Selection for Language Models via Importance Resampling
NIPS 2023
3DB: A Framework for Debugging Computer Vision Models
NIPS 2022
BREEDS: Benchmarks for Subpopulation Shift
ICLR 2021
Editing a classifier by rewriting its prediction rules
NIPS 2021
Leveraging Sparse Linear Layers for Debuggable Deep Networks
ICML 2021
A Closer Look at Deep Policy Gradients
ICLR 2020
Implementation Matters in Deep RL: A Case Study on PPO and TRPO
ICLR 2020
Identifying Statistical Bias in Dataset Replication
ICML 2020
From ImageNet to Image Classification: Contextualizing Progress on Benchmarks
ICML 2020
Image Synthesis with a Single (Robust) Classifier
NIPS 2019
Adversarial Examples Are Not Bugs, They Are Features
NIPS 2019
Robustness May Be at Odds with Accuracy
ICLR 2019
How Does Batch Normalization Help Optimization?
NIPS 2018
Adversarially Robust Generalization Requires More Data
NIPS 2018
A Classification-Based Study of Covariate Shift in GAN Distributions
ICML 2018
Deep Tensor Convolution on Multicores
ICML 2017