Sohan Patnaik
8 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(26)
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Hot Topic Early Bird
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Keywords
self-supervised learning
(2)
pre-trained language model
(2)
multimodal large language model
(2)
knowledge distillation
(2)
model compression
(2)
chain of thought
(2)
large language model
(2)
collaborative learning
(1)
content relevance
(1)
transfer learning
(1)
weak supervision
(1)
noise reduction
(1)
preference optimization
(1)
keypoint matching
(1)
direct preference optimization
(1)
parameter-efficient tuning
(1)
natural language inference
(1)
language model
(1)
text matching
(1)
preference alignment
(1)
Papers
AFRAgent : An Adaptive Feature Renormalization Based High Resolution Aware GUI agent
WACV 2026
AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models
CVPR 2025
It Helps to Take a Second Opinion: Teaching Smaller LLMs To Deliberate Mutually via Selective Rationale Optimisation
ICLR 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning
ACL 2025
CABINET: Content Relevance-based Noise Reduction for Table Question Answering
ICLR 2024
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models
NAACL 2024
Enolp musk@SMM4H’22 : Leveraging Pre-trained Language Models for Stance And Premise Classification
COLING 2022
Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching
EMNLP 2021