Sohail Dianat
9 papers · 2024–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Triple Crown
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Prolific Year Β· Productive
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Research topics
Keywords
diffusion model
(2)
text-video retrieval
(2)
embedding space
(2)
manifold learning
(1)
image translation
(1)
style transfer
(1)
computer vision
(1)
preference optimization
(1)
multimodal learning
(1)
video understanding
(1)
sequential prediction
(1)
cross-modal retrieval
(1)
parameter efficient
(1)
optical flow
(1)
chain-of-thought reasoning
(1)
transfer learning
(1)
autoregressive model
(1)
large multimodal model
(1)
modality gap
(1)
policy optimization
(1)
Papers
MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper
EMNLP 2025
Re-Imagining Multimodal Instruction Tuning: A Representation View
ICLR 2025
Structured Policy Optimization: Enhance Large Vision-Language Model via Self-referenced Dialogue
ICCV 2025
Visual Self-Refinement for Autoregressive Models
EMNLP 2025
X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning
EMNLP 2025
Diffusion-Inspired Truncated Sampler for Text-Video Retrieval
NeurIPS 2024
Image Translation as Diffusion Visual Programmers
ICLR 2024
Prototypical Transformer As Unified Motion Learners
ICML 2024
Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval
CVPR 2024