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Huan Hu

5 accepted papers

2026

Beyond Geometry: Artistic Disparity Synthesis for Immersive 2D-to-3D

CVPR 2026

Current 2D-to-3D conversion methods achieve geometric accuracy but are artistically deficient, failing to replicate the immersive and emotionally resonant experience of professional 3D cinema. This is because "geometric reconstruction" paradigms mistake deliberate artistic intent--such as strategic

Cited by 0SourceScholar
2025

Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity

EMNLP 2025

With the rapid advancement of large language models (LLMs), natural language processing (NLP) has achieved remarkable progress. Nonetheless, significant challenges remain in handling texts with ambiguity, polysemy, or uncertainty. We introduce the Fuzzy Reasoning Chain (FRC) framework, which integra

Cited by 0SourcePDFScholar
2025

Optimizing for the Shortest Path in Denoising Diffusion Model

CVPR 2025highlight

In this research, we propose a novel denoising diffusion model based on shortest-path modeling that optimizes residual propagation to enhance both denoising efficiency and quality. Drawing on Denoising Diffusion Implicit Models (DDIM) and insights from graph theory, our model, termed the Shortest Pa…

2024

A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis

ECCV 2024poster

"While conversational generative AI has shown considerable potential in enhancing decision-making for agricultural professionals, its exploration has predominantly been anchored in text-based interactions. The evolution of multimodal conversational AI, leveraging vast amounts of image-text data from…

2015

On-line reconstruction based predictive display in unknown environment

ICRA 2015poster

In tele-robotics, time delay is a significant problem. When video feedback is delayed, operators adopt inefficient move-wait strategies, so system performance decreases. Predictive display (PD) is an effective solution to compensate for delays by graphics rendering of predicted visual feedback. Usin…

Cited by 7SourceScholar