attention mechanisms 1audio synthesis 1cross-modal alignment 1latent space modeling 1video-to-audio generation 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.MM2026
Precise Video-to-Audio Generation with Cross-Modal Alignment in Latent Space
Thanh V. T. Tran, Ngoc-Son Nguyen, Luong Tran +4
The paper introduces Flowley, an end‑to‑end model that generates synchronized audio directly from silent video using a novel progressive soft‑masked cross‑attention mechanism, and…
cs.CL2026
LIBMoE: A Library for comprehensive benchmarking Mixture of Experts in Large Language Models
Nam V. Nguyen, Thong T. Doan, Luong Tran +2
Mixture of experts (MoE) architectures have become a cornerstone for scaling up and are a key component in most large language models such as GPT-OSS, DeepSeek-V3, Llama-4, and Gem…
cs.CV2025
More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning
Luong Tran, Thieu Vo, Anh Nguyen +2
Multi-label learning is a challenging computer vision task that requires assigning multiple categories to each image. However, fully annotating large-scale datasets is often imprac…