Sayak Paul
8 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(7)
Models
(5)
Computer Vision
(4)
Machine Learning
(4)
Application Areas
(3)
Generation
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Techniques
(2)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
text-to-image generation
(2)
knowledge distillation
(2)
image synthesis
(2)
diffusion transformer
(2)
diffusion model
(2)
preference optimization
(1)
empirical study
(1)
flow matching
(1)
synthetic data generation
(1)
model alignment
(1)
distribution shift
(1)
kronecker product
(1)
convolutional neural network
(1)
synthetic data
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model fine-tuning
(1)
text-to-image diffusion
(1)
adversarial example
(1)
consistency distillation
(1)
Papers
Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference
AAAI 2026
DiffuseKronA: A Parameter Efficient Fine-Tuning Method for Personalized Diffusion Models
WACV 2025
Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis
CVPR 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
ICCV 2025
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs
ACL 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
ICCV 2025
Getting it Right: Improving Spatial Consistency in Text-to-Image Models
ECCV 2024
Vision Transformers Are Robust Learners
AAAI 2022