Suranjana Trivedy
3 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
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Conference Polyglot
(2)
Conferences
ACL (2)
AAAI (1)
Top co-authors
Keywords
direct preference optimization
(3)
large language model
(2)
kernel methods
(2)
kullback-leibler divergence
(1)
multi-objective optimization
(1)
text-to-image model
(1)
divergence measure
(1)
radial basis function
(1)
text-to-image alignment
(1)
image generation
(1)
hybrid loss
(1)
preference alignment
(1)
semantic alignment
(1)
Papers
DETONATE – A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization
AAAI 2026
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
ACL 2025
YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment
ACL 2025