Applied & Human-Centered · Computer Science & AI
Multimedia
The newest papers in Multimedia that ReadSearch has read, newest first. Each links to its own page, with its authors, date, where it was published and the original.
192 papers, from 6 September 2026 to 5 November 2026: 192 arXiv preprints.
Get the few papers worth your time in Multimedia every morning.
Follow Multimedia and ReadSearch reads its new papers each day, then brings you the few worth reading, each with its key finding in a sentence.
Newest papers
EDGAR: Efficient Diffusion-Driven Gaussian Avatar Refinement via Synthetic Failure
Recent advances in Gaussian splatting have enabled efficient and photorealistic head avatar reconstruction, yet monocular video-based or image-based methods still suffer from under-constrained…Chronos: Sequential Identity-Preserving Video Generation by Temporal Anchoring
Identity-preserving video generation aims to synthesize high-quality and visually realistic videos from textual and visual conditions while faithfully maintaining the subject's identity across…Clips2Story: Training-Free Video Storyboarding and Editing Using Multimodal Retrieval-Embedded Generation
Video editors often work with large collections of fragmented footage and must select and organize relevant clips into a coherent story.Entropogram-guided Visual Realignment Decoding: Capturing the Rhythm of Multimodal Reasoning
Multimodal large language models (MLLMs) have demonstrated remarkable progress on cross-modal reasoning tasks, yet they continue to suffer from hallucinations in long-chain reasoning processes.Generalizable AI-Generated Image Detection with Embedding-Space Explanations
AI-generated images have reached unprecedented realism, while instruction-driven AI editors re-synthesize images for local changes, leaving no splice boundary to localize.SparseGraph-I2P: Consistency-Guided Hypothesis Selection for Efficient Image-to-Point-Cloud Registration
Coarse-to-fine image-to-point-cloud (I2P) registration risks discarding correct but ambiguous patch pairs, while retaining more candidates repeats fine matching over overlapping patches.DGC-Net: Cross-Modal Dynamic Routing with Global-Guided Compensation in Multimodal Sentiment Analysis
User-generated videos, including opinion vlogs and video reviews, provide a rich source of people's attitudes toward products, services, and social topics.VISTA: Vision-Language Integrated Semantic Triage Architecture for Online Face Clustering in Long Videos
Clustering faces by identity in long, continuous video streams is a challenging task that serves as a building block for human-centric video analysis.VIPBench: A Human-Aligned Benchmark for Voice Identity Perception in the Age of Voice Cloning
Speaker-recognition benchmarks test how accurately a model recovers the speaker label of a recording, treating voice identity as a property of the person who produced it.Camera-Free Object Discovery and Interaction with GazeTags
We present GazeTags, a camera- and computer-vision-free approach for worn head-gaze object awareness.VioTech: Frame-Level Violin Playing Technique Detection with Multi-Scale Mixture-of-Experts
Playing technique is crucial for expressive violin performance, yet few violin technique detection models exist.SHield: Watermarking 4D Gaussian Splatting via Spherical Harmonic Coefficient Perturbation
4D Gaussian Splatting (4DGS) models are computationally expensive to train but distributed as easily copied parameter files.VC-1K: A Diverse Video Test Set for Real-Time Communication
We introduce Video Conferencing 1000 (VC-1K), an open-source test set comprising approximately 1,000 video sequences specifically designed for evaluating video processing and encoding pipelines in…Do Open-Source Video Ad Clients Follow VAST 4.3? An Empirical Study of Player Conformance
Video ads reach streaming and connected-TV apps through VAST documents, and companies count ads from the HTTP requests the player's client library sends.Incongruence-Aware Evaluation of Multimodal Speech Emotion Recognition in Audio Large Language Models
Voice-interactive large language models process both what a speaker says and how they say it, yet the two channels do not always agree.Prior-Guided Single-Exposure HDR Novel View Synthesis via Base-Gain Representation
Single-exposure high dynamic range (HDR) novel view synthesis (NVS) recovers HDR scenes from low dynamic range (LDR) views captured at a single exposure and estimates camera response function (CRF)…A Tutorial on Generative Models for Music Audio
Music audio generation spans instrumental clips, full songs with vocals, edits of existing recordings, and systems that play alongside a musician in real time.Influence of Agent Number and Behavior on Users' Psychological Responses in VR Evacuation Training
This study aims to build effective drill software by combining a virtual simulation of a disaster with multiple agents capable of expressing emotions.Enhanced image forensics through partial C2PA-based provenance information
Cryptographically verifiable C2PA-based Content Credentials (CCs) can be attached to freshly acquired or generated digital images but also to already existing ones with no previous provenance…LociArt: A Unified Paradigm for Free-Style Local Video Stylization
Video stylization typically transforms entire scenes, while local artistic editing requires precise region--style association, spatial control, and temporal consistency.