Cyrus Rashtchian
14 papers · 2010–2025 · 8 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(11)
Optimization & Theory
(6)
Artificial Intelligence
(5)
Core AI
(5)
Core Methods
(5)
Deep Learning
(4)
Learning Types
(4)
Application Areas
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Mathematics
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Keywords
adversarial robustness
(2)
text-to-image generation
(2)
decision tree
(2)
image classification
(1)
network architecture
(1)
density estimation
(1)
self-supervised learning
(1)
model robustness
(1)
theoretical analysis
(1)
factual accuracy
(1)
data augmentation
(1)
text generation
(1)
robust classification
(1)
content moderation
(1)
communication complexity
(1)
k-means clustering
(1)
efficient inference
(1)
semantic alignment
(1)
benchmark evaluation
(1)
learning theory
(1)
Papers
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback
NAACL 2025
Revisiting text-to-image evaluation with Gecko: on metrics, prompts, and human rating
ICLR 2025
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
ICLR 2025
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
NeurIPS 2024
Benchmarking Robustness to Adversarial Image Obfuscations
NeurIPS 2023
A Theoretical View on Sparsely Activated Networks
NeurIPS 2022
Lower Bounds on the Total Variation Distance Between Mixtures of Two Gaussians
ALT 2022
Average-Case Communication Complexity of Statistical Problems
COLT 2021
A Closer Look at Accuracy vs. Robustness
NeurIPS 2020
Explainable k-Means and k-Medians Clustering
ICML 2020
Robustness for Non-Parametric Classification: A Generic Attack and Defense
AISTATS 2020
Reconstructing Trees from Traces
COLT 2019
Clustering Billions of Reads for DNA Data Storage
NeurIPS 2017
Cross-Caption Coreference Resolution for Automatic Image Understanding
CoNLL 2010