Saachi Jain
7 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Core AI · Computer Vision
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
failure mode
(2)
domain generalization
(2)
image classification
(1)
vision transformer
(1)
certified robustness
(1)
linear classifier
(1)
domain adaptation
(1)
adversarial defense
(1)
computer vision
(1)
machine learning fairness
(1)
model debugging
(1)
generative model
(1)
transfer learning
(1)
diffusion model
(1)
adversarial learning
(1)
data selection
(1)
data leakage
(1)
latent space
(1)
spurious correlation
(1)
representation learning
(1)
Papers
Improving Subgroup Robustness via Data Selection
NeurIPS 2024
A Data-Based Perspective on Transfer Learning
CVPR 2023
Distilling Model Failures as Directions in Latent Space
ICLR 2023
Certified Patch Robustness via Smoothed Vision Transformers
CVPR 2022
Combining Diverse Feature Priors
ICML 2022
Missingness Bias in Model Debugging
ICLR 2022
Learning to Speak and Act in a Fantasy Text Adventure Game
EMNLP 2019