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20242026
most citedLMVD: A Large-Scale Multimodal Vlog Dataset for Depression Detection in the Wild

2 citations · 2 across the 8 of their papers we have counts for

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5 papers · 1 filter

cs.LG2025

LangPrecip: Language-Aware Multimodal Precipitation Nowcasting

Xudong Ling, Chaorong Li, Tianxi Huang +2

Short-term precipitation nowcasting is an inherently uncertain and under-constrained spatiotemporal forecasting problem, especially for rapidly evolving and extreme weather events.…

cs.CV2025

TiCAL:Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition

Wen Yin, Siyu Zhan, Cencen Liu +5

Multimodal Emotion Recognition (MER) aims to accurately identify human emotional states by integrating heterogeneous modalities such as visual, auditory, and textual data. Existing…

cs.CV2025

SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning

Xin Hu, Ke Qin, Guiduo Duan +3

Panoptic Scene Graph Generation (PSG) integrates instance segmentation with relation understanding to capture pixel-level structural relationships in complex scenes. Although recen…

cs.SD2025

The Florence Price Art Song Dataset and Piano Accompaniment Generator

Tao-Tao He, Martin E. Malandro, Douglas Shadle

Florence B. Price was a composer in the early 20th century whose music reflects her upbringing in the American South, her African heritage, and her Western classical training. She…

cs.CV2025

Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition

Wen Yin, Yong Wang, Guiduo Duan +4

Visual Emotion Recognition (VER) is a critical yet challenging task aimed at inferring emotional states of individuals based on visual cues. However, existing works focus on single…