Sumit Chopra
12 papers · 2006–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (19)
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🏆
Keyword Champion
🌱
Topic Pioneer
💎
Century Club
(12)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
EMNLP (3)
MIDL (3)
NIPS (2)
ICCV (1)
ICML (1)
MICCAI (1)
NAACL (1)
Top co-authors
Keywords
medical imaging
(2)
feature learning
(1)
sparse representation
(1)
self-supervised learning
(1)
data augmentation
(1)
batch normalization
(1)
multimodal learning
(1)
multi-modal learning
(1)
image translation
(1)
visual representation
(1)
deep learning
(1)
overcomplete features
(1)
distribution shift
(1)
generative model
(1)
convolutional neural network
(1)
convolutional network
(1)
energy-based model
(1)
generative adversarial network
(1)
text-to-image model
(1)
generalization capacity
(1)
Papers
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models
ICCV 2025
Harnessing Side Information for Highly Accelerated MRI
MICCAI 2025
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction
ICML 2024
Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning
NIPS 2024
Radiology Reports Improve Visual Representations Learned from Radiographs
MIDL 2023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis
MIDL 2023
Generative Image Translation for Data Augmentation of Bone Lesion Pathology
MIDL 2019
Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
NAACL 2016
A Neural Attention Model for Abstractive Sentence Summarization
EMNLP 2015
#TagSpace: Semantic Embeddings from Hashtags
EMNLP 2014
Question Answering with Subgraph Embeddings
EMNLP 2014
Efficient Learning of Sparse Representations with an Energy-Based Model
NIPS 2006