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20232026
most citedMambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection

14 citations · 36 across the 14 of their papers we have counts for

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Showing 2025Show all

5 papers · 1 filter

cs.CV2025

JoVA: Unified Multimodal Learning for Joint Video-Audio Generation and Editing

Xiaohu Huang, Haoyang He, Hao Zhou +3

In this paper, we present JoVA, a streamlined framework that unifies joint video-audio generation and editing. While existing methods often rely on fragmented, task-specific archit…

cs.CV2025

OpenVE-3M: A Large-Scale High-Quality Dataset for Instruction-Guided Video Editing

Haoyang He, Jie Wang, Jiangning Zhang +5

The quality and diversity of instruction-based image editing datasets are continuously increasing, yet large-scale, high-quality datasets for instruction-based video editing remain…

cs.CV2025

EfficientIML: Efficient High-Resolution Image Manipulation Localization

Jinhan Li, Haoyang He, Lei Xie +1

With imaging devices delivering ever-higher resolutions and the emerging diffusion-based forgery methods, current detectors trained only on traditional datasets (with splicing, cop…

cs.CL2025

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Shilong Li, Xingyuan Bu, Wenjie Wang +22

AI agents with advanced reasoning and tool-use capabilities have demonstrated impressive performance in web browsing for deep search. However, existing benchmarks such as BrowseCom…

cs.CV2025

UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions

Zhucun Xue, Jiangning Zhang, Teng Hu +8

The quality of the video dataset (image quality, resolution, and fine-grained caption) greatly influences the performance of the video generation model. The growing demand for vide…