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Suranjana Trivedy

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

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Achievements

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๐ŸŒ Conference Polyglot ยท Bronze ๐ŸŒ‰ Interdisciplinary Bridge ยท Bronze

Venues

ACL (2) AAAI (1)

Top co-authors

Amitava Das (3) Gurpreet Singh (3) Yaswanth Narsupalli (2) Rajarshi Roy (2) Aman Chadha (2) Vasu Sharma (2) Amit Sheth (2) Vinija Jain (2) Nasrin Imanpour (1) Aishwarya Naresh Reganti (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Optimization & Theory (3) Natural Language Processing (2) Resources & Methods (2) Deep Learning (1) Core Methods (1) Learning Types (1) Models (1)

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 โ€“ 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