On Path to Multimodal Generalist: General-Level and General-Bench
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2505.04620
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66
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RelationBooth: Towards Relation-Aware Customized Object Generation
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2410.23280
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MIMAFace: Face Animation via Motion-Identity Modulated Appearance Feature Learning
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2409.15179
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PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners
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2410.04733
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Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs
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2501.04670
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Point Cloud Mamba: Point Cloud Learning via State Space Model
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2403.00762
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An Open and Comprehensive Pipeline for Unified Object Grounding and Detection
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2401.02361
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MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection
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2404.06564
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SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
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2412.04292
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Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation
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2410.10676
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Decouple and Track: Benchmarking and Improving Video Diffusion Transformers for Motion Transfer
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2503.17350
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PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild
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2504.11326
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6
Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding
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2504.10465
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28
The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer
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2504.10462
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