Cover Image

Enhanced Multimodal Hate Video Detection via Channel-wise and Modality-wise Fusion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Yinghui, Chen, Tailin, Zhang, Yuchen, Fu, Zeyu
Format:	Preprint
Published:	2025
Subjects:	Multimedia Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Reasoning-Aware Multimodal Fusion for Hateful Video Detection
by: Yang, Shuonan, et al.
Published: (2025)

Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks
by: Alcover-Couso, Roberto, et al.
Published: (2024)

URMF: Uncertainty-aware Robust Multimodal Fusion for Multimodal Sarcasm Detection
by: Wang, Zhenyu, et al.
Published: (2026)

Enhancing Modal Fusion by Alignment and Label Matching for Multimodal Emotion Recognition
by: Li, Qifei, et al.
Published: (2024)

MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval
by: Ju, Yeong-Joon, et al.
Published: (2024)

Composing Concepts from Images and Videos via Concept-prompt Binding
by: Kong, Xianghao, et al.
Published: (2025)

MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric
by: Lin, Haokun, et al.
Published: (2024)

Revealing Temporal Label Noise in Multimodal Hateful Video Classification
by: Yang, Shuonan, et al.
Published: (2025)

MultiHateLoc: Towards Temporal Localisation of Multimodal Hate Content in Online Videos
by: Sun, Qiyue, et al.
Published: (2025)

EARTalking: End-to-end GPT-style Autoregressive Talking Head Synthesis with Frame-wise Control
by: Weng, Yuzhe, et al.
Published: (2026)

Detecting Misinformation in Multimedia Content through Cross-Modal Entity Consistency: A Dual Learning Approach
by: Fu, Zhe, et al.
Published: (2024)

Official-NV: An LLM-Generated News Video Dataset for Multimodal Fake News Detection
by: Wang, Yihao, et al.
Published: (2024)

Towards Training-free Multimodal Hate Localisation with Large Language Models
by: Sun, Yueming, et al.
Published: (2026)

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models
by: Yu, Xiaomin, et al.
Published: (2026)

MultiHateClip: A Multilingual Benchmark Dataset for Hateful Video Detection on YouTube and Bilibili
by: Wang, Han, et al.
Published: (2024)

MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention
by: Wang, Tianyi, et al.
Published: (2025)

LMVD: A Large-Scale Multimodal Vlog Dataset for Depression Detection in the Wild
by: He, Lang, et al.
Published: (2024)

FBHM: Functional Benchmarking and Steering of VLMs for Hateful Meme Detection
by: Bhaskar, Paramananda, et al.
Published: (2026)

DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation
by: Cai, Minghong, et al.
Published: (2024)

Advance Fake Video Detection via Vision Transformers
by: Battocchio, Joy, et al.
Published: (2025)

MRD: Multi-resolution Retrieval-Detection Fusion for High-Resolution Image Understanding
by: Yang, Fan, et al.
Published: (2025)

Tracking and Segmenting Anything in Any Modality
by: Zhang, Tianlu, et al.
Published: (2025)

Taming Modality Entanglement in Continual Audio-Visual Segmentation
by: Hong, Yuyang, et al.
Published: (2025)

DIBS: Enhancing Dense Video Captioning with Unlabeled Videos via Pseudo Boundary Enrichment and Online Refinement
by: Wu, Hao, et al.
Published: (2024)

Detecting Multimodal Situations with Insufficient Context and Abstaining from Baseless Predictions
by: Liu, Junzhang, et al.
Published: (2024)

Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-wise Pseudo Labeling
by: Zhou, Jinxing, et al.
Published: (2024)

Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories
by: Chen, Zongmei, et al.
Published: (2024)

Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning
by: Jiang, Chen, et al.
Published: (2023)

Handling Missing Modalities in Multimodal Survival Prediction for Non-Small Cell Lung Cancer
by: Ruffini, Filippo, et al.
Published: (2026)

Continuous Patch Stitching for Block-wise Image Compression
by: Zhang, Zifu, et al.
Published: (2025)

Multimodal Chaptering for Long-Form TV Newscast Video
by: Guetari, Khalil, et al.
Published: (2024)

Channel-wise Feature Decorrelation for Enhanced Learned Image Compression
by: Pakdaman, Farhad, et al.
Published: (2024)

Enhancing Human-Centered Dynamic Scene Understanding via Multiple LLMs Collaborated Reasoning
by: Zhang, Hang, et al.
Published: (2024)

Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation
by: Liu, Che, et al.
Published: (2026)

Understanding Temporal Logic Consistency in Video-Language Models through Cross-Modal Attention Discriminability
by: Li, Chengzhi, et al.
Published: (2025)

Video-EM: Event-Centric Episodic Memory for Long-Form Video Understanding
by: Wang, Yun, et al.
Published: (2025)

How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model
by: Song, Shezheng, et al.
Published: (2023)

InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions
by: Zhang, Yiyuan, et al.
Published: (2024)

DIRECT: Video Mashup Creation via Hierarchical Multi-Agent Planning and Intent-Guided Editing
by: Li, Ke, et al.
Published: (2026)

Unsupervised Transcript-assisted Video Summarization and Highlight Detection
by: Barbakos, Spyros, et al.
Published: (2025)