Search Results for author: Rohan Wadhawan

Found 4 papers, 0 papers with code

ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models

no code implementations24 Jan 2024 Rohan Wadhawan, Hritik Bansal, Kai-Wei Chang, Nanyun Peng

Our findings reveal a significant performance gap of 30. 8% between the best-performing LMM, GPT-4V(ision), and human capabilities using human evaluation indicating substantial room for improvement in context-sensitive text-rich visual reasoning.

Visual Reasoning

Multi-Attributed and Structured Text-to-Face Synthesis

no code implementations25 Aug 2021 Rohan Wadhawan, Tanuj Drall, Shubham Singh, Shampa Chakraverty

Generative Adversarial Networks (GANs) have revolutionized image synthesis through many applications like face generation, photograph editing, and image super-resolution.

Descriptive Face Generation +3

Intelligent Monitoring of Stress Induced by Water Deficiency in Plants using Deep Learning

no code implementations16 Apr 2021 Shiva Azimi, Rohan Wadhawan, Tapan K. Gandhi

Our model has achieved ceiling level classification performance of 98. 52% on JG-62 and 97. 78% on Pusa-372 chickpea plant data and has outperformed the best reported time-invariant technique by at least 14% for both JG-62 and Pusa-372 species, to the best of our knowledge.

Plant Phenotyping

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