Identity-Aware Vision-Language Model for Explainable Face Forgery Detection

Authors: Junhao Xu, Jingjing Chen 0001, Yang Jiao, Jiacheng Zhang, Zhiyu Tan, Hao Li, Yu-Gang Jiang 0001

Source: Proceedings of the AAAI Conference on Artificial Intelligence. 40:11278-11286

Subject Terms: FOS: Computer and information sciences, Computer Science - Multimedia, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2504.09439

Do Audio-Visual Segmentation Models Truly Segment Sounding Objects?

Authors: Jia Li, Wenjie Zhao, Ziru Huang, Yunhui Guo, Yapeng Tian

Source: Proceedings of the AAAI Conference on Artificial Intelligence. 40:6172-6180

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Sound (cs.SD), Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Audio and Speech Processing (eess.AS), FOS: Electrical engineering, electronic engineering, information engineering, Computer Science - Sound, Computer Science - Multimedia, Electrical Engineering and Systems Science - Audio and Speech Processing, Machine Learning (cs.LG), Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2502.00358

Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment

Authors: Abhinaba Roy, Geeta Puri, Dorien Herremans

Source: ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :14817-14821

Subject Terms: FOS: Computer and information sciences, Sound (cs.SD), 68T07, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Audio and Speech Processing (eess.AS), FOS: Electrical engineering, electronic engineering, information engineering, Computer Science - Sound, Computer Science - Multimedia, Electrical Engineering and Systems Science - Audio and Speech Processing, Multimedia (cs.MM), I.2.1

Access URL: http://arxiv.org/abs/2505.12669

Neuron Abandoning Attention Flow: Visual Explanation of Dynamics Inside CNN Models

Authors: Yi Liao, Yongsheng Gao 0001, Weichuan Zhang

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48:5536-5551

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia, Machine Learning (cs.LG), Multimedia (cs.MM)

Access URL: https://pubmed.ncbi.nlm.nih.gov/41525564
http://arxiv.org/abs/2412.01202

Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors, and Perceptual Insights

Authors: Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao 0001, Hsin-Min Wang

Source: IEEE Computational Intelligence Magazine. 21:38-54

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Sound (cs.SD), Computer Science - Artificial Intelligence, Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Sound, Machine Learning (cs.LG), Multimedia (cs.MM), Artificial Intelligence (cs.AI), FOS: Electrical engineering, electronic engineering, information engineering, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2411.07650

GSCodec Studio: A Modular Framework for Gaussian Splat Compression

Authors: Sicheng Li 0003, Chengzhen Wu, Hao Li 0069, Xiang Gao, Yiyi Liao, Lu Yu 0003

Source: IEEE Transactions on Circuits and Systems for Video Technology. 36:5483-5496

Subject Terms: FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2506.01822

SPC-NeRF: Spatial Predictive Compression for Voxel-Based Radiance Field

Authors: Zetian Song, Jiaqi Zhang, Wenhong Duan, Yuhuai Zhang, Xinfeng Zhang, Siwei Ma

Source: ACM Transactions on Multimedia Computing, Communications, and Applications. 22:1-22

Subject Terms: FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2402.16366

AsyReC: A Multimodal Graph-Based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification

Authors: Wang Tang, Fethiye Irmak Dogan, Linbo Qing, Hatice Gunes

Contributors: Apollo - University of Cambridge Repository

Source: IEEE Transactions on Circuits and Systems for Video Technology. 36:3693-3708

Subject Terms: FOS: Computer and information sciences, Networking and Information Technology R&D (NITRD), 46 Information and Computing Sciences, Computer Vision and Pattern Recognition (cs.CV), 4611 Machine Learning, Behavioral and Social Science, Computer Science - Computer Vision and Pattern Recognition, Bioengineering, Computer Science - Multimedia, Multimedia (cs.MM)

File Description: application/pdf

Access URL: http://arxiv.org/abs/2504.05030
https://www.repository.cam.ac.uk/handle/1810/390408
https://doi.org/10.1109/tcsvt.2025.3616347
https://doi.org/10.17863/cam.121972

Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model

Authors: Ziyang Ma 0001, Zhuo Chen 0006, Yuping Wang 0005, Eng Siong Chng, Xie Chen 0001

Source: 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). :1-6

Subject Terms: FOS: Computer and information sciences, Sound (cs.SD), Computer Science - Computation and Language, Audio and Speech Processing (eess.AS), FOS: Electrical engineering, electronic engineering, information engineering, Computation and Language (cs.CL), Computer Science - Sound, Computer Science - Multimedia, Electrical Engineering and Systems Science - Audio and Speech Processing, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2501.07246

Conditional Modeling-Based Automatic Video Summarization

Authors: Jia-Hong Huang, Chao-Han Huck Yang, Pin-Yu Chen, Min-Hung Chen, Marcel Worring

Source: ACM Transactions on Multimedia Computing, Communications, and Applications. 22:1-21

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia, Information Retrieval (cs.IR), Computer Science - Information Retrieval, Machine Learning (cs.LG), Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2311.12159

Guided Masked Self-Distillation Modeling for Distributed Multimedia Sensor Event Analysis

Authors: Masahiro Yasuda, Noboru Harada, Yasunori Ohishi, Shoichiro Saito, Akira Nakayama, Nobutaka Ono

Source: ACM Transactions on Multimedia Computing, Communications, and Applications. 22:1-24

Subject Terms: FOS: Computer and information sciences, Audio and Speech Processing (eess.AS), Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, FOS: Electrical engineering, electronic engineering, information engineering, Computer Science - Multimedia, Electrical Engineering and Systems Science - Audio and Speech Processing, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2404.08264

SMPLest-X: Ultimate Scaling for Expressive Human Pose and Shape Estimation

Authors: Wanqi Yin, Zhongang Cai, Ruisi Wang, Ailing Zeng, Chen Wei, Qingping Sun, Haiyi Mei, Yanjun Wang, Hui En Pang, Mingyuan Zhang, Lei Zhang 0001, Chen Change Loy, Atsushi Yamashita, Lei Yang 0045, Ziwei Liu 0002

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48:1778-1794

Subject Terms: FOS: Computer and information sciences, Databases, Factual, Computer Vision and Pattern Recognition (cs.CV), Posture, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Human-Computer Interaction, Hand, Graphics (cs.GR), Human-Computer Interaction (cs.HC), Multimedia (cs.MM), Computer Science - Robotics, Computer Science - Graphics, Face, Image Processing, Computer-Assisted, Humans, Robotics (cs.RO), Computer Science - Multimedia, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/41056168
http://arxiv.org/abs/2501.09782

Information need in metaverse recordings - A field study

Authors: Patrick Steinert, Jan Mischkies, Stefan Wagenpfeil, Ingo Frommholz, Matthias L. Hemmje

Source: Information Research an international electronic journal. 31:226-246

Subject Terms: FOS: Computer and information sciences, Computer Science - Multimedia, Information Retrieval (cs.IR), Computer Science - Information Retrieval, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2411.09053

Toward One-Second Latency: Evolution of Live Media Streaming

Authors: Abdelhak Bentaleb, May Lim, Mehmet N. Akcay, Ali C. Begen, Sarra Hammoudi, Roger Zimmermann

Source: IEEE Communications Surveys & Tutorials. 28:2418-2456

Subject Terms: Computer Science - Networking and Internet Architecture, Networking and Internet Architecture (cs.NI), FOS: Computer and information sciences, Computer Science - Multimedia, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2310.03256

A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions

Authors: Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Wei Wang, Xiping Hu, Steven Hoi, Edith Ngai

Source: IEEE Transactions on Multimedia. :1-14

Subject Terms: FOS: Computer and information sciences, Computer Science - Multimedia, Information Retrieval (cs.IR), Computer Science - Information Retrieval, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2502.15711

Scene-Text Grounding for Text-Based Video Question Answering

Authors: Sheng Zhou, Junbin Xiao, Xun Yang 0001, Peipei Song, Dan Guo 0001, Angela Yao, Meng Wang 0001, Tat-Seng Chua

Source: IEEE Transactions on Multimedia. 28:1417-1430

Subject Terms: FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2409.14319

Grounding is All You Need? Dual Temporal Grounding for Video Dialog

Authors: You Qin, Wei Ji 0008, Xinze Lan, Hao Fei 0001, Xun Yang 0001, Dan Guo 0001, Roger Zimmermann, Lizi Liao

Source: IEEE Transactions on Multimedia. :1-13

Subject Terms: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2410.05767

Rethinking Vision Transformer for Large-Scale Fine-Grained Image Retrieval

Authors: Xin Jiang 0010, Hao Tang 0007, Yonghua Pan, Zechao Li

Source: IEEE Transactions on Multimedia. 28:671-683

Subject Terms: FOS: Computer and information sciences, Computer Science - Multimedia, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2504.16691

Towards Structure-Aware Model for Multi-Modal Knowledge Graph Completion

Authors: LinYu Li 0001, Zhi Jin 0001, Yichi Zhang 0009, Dongming Jin, Chengfeng Dou, Yuanpeng He, Xuan Zhang 0002, Haiyan Zhao 0001

Source: IEEE Transactions on Multimedia. 28:1404-1416

Subject Terms: FOS: Computer and information sciences, Computer Science - Multimedia, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2505.21973

Bridging Component Learning With Degradation Modelling for Blind Image Super-Resolution

Authors: Yixuan Wu, Feng Li 0037, Huihui Bai 0001, Weisi Lin, Runmin Cong, Yao Zhao 0001

Source: IEEE Transactions on Multimedia. 28:3023-3037

Subject Terms: FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Computer Science - Multimedia, Multimedia (cs.MM)

Access URL: http://arxiv.org/abs/2212.01628