Ashwin Swaminathan
11 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (30) π§ Keyword Pioneer π Conference Polyglot (4)
π
Century Club
(11)
ποΈ
Keyword Collector
(52)
β‘
Prolific Year
(5)
Conferences
CVPR (7)
ICCV (2)
ECCV (1)
NIPS (1)
Top co-authors
Keywords
visual grounding
(2)
model adaptation
(2)
transfer learning
(2)
semantic segmentation
(2)
vision transformer
(2)
machine unlearning
(2)
image generation
(2)
diffusion model
(2)
text-to-image generation
(1)
privacy preservation
(1)
few-shot learning
(1)
autoregressive generation
(1)
direct preference optimization
(1)
instance segmentation
(1)
benchmark evaluation
(1)
synthetic data generation
(1)
prompt learning
(1)
image segmentation
(1)
parameter efficient
(1)
image classification
(1)
Papers
Enhancing Numerical Prediction of MLLMs with Soft Labeling
ICCV 2025
Scaling up Image Segmentation across Data and Tasks
CVPR 2025
THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models
CVPR 2024
Multi-Modal Hallucination Control by Visual Information Grounding
CVPR 2024
CPR: Retrieval Augmented Generation for Copyright Protection
CVPR 2024
On the Scalability of Diffusion-based Text-to-Image Generation
CVPR 2024
Diffusion Soup: Model Merging for Text-to-Image Diffusion Models
ECCV 2024
A Meta-Learning Approach to Predicting Performance and Data Requirements
CVPR 2023
Learning Expressive Prompting With Residuals for Vision Transformers
CVPR 2023
Your representations are in the network: composable and parallel adaptation for large scale models
NIPS 2023
SAFE: Machine Unlearning With Shard Graphs
ICCV 2023