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20182026
most citedPVT v2: Improved Baselines with Pyramid Vision Transformer

2.4k citations

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68 papers · 1 filter

cs.CV2026

OmniPoser: Flexible Human Motion Recovery in the Wild with Masked Flow Matching

Minghao Liu, Tutian Tang

Recovering 3D human motion from sparse wearable sensors is challenging due to the inherent noise, occlusion, and instability of real-world tracking signals. Existing approaches are…

cs.CV2026

DiTango: Cost-Effective Parallel Diffusion Generation with Selective Attention State Reuse

Yuyang Chen, Runxin Zhong, Zan Zong +3

Recent advances in AI-generated content have driven widespread adoption of Diffusion Transformers (DiTs) for high-resolution, long-duration content generation. While parallelizatio…

cs.CV2026

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM

Haifeng Huang, Yilun Chen, Zehan Wang +2

Recent advancements in multi-modal large language models (MLLMs) have shown strong potential for 3D scene understanding. However, existing methods struggle with fine-grained object…

cs.CV2026

MedP-CLIP: Medical CLIP with Region-Aware Prompt Integration

Jiahui Peng, He Yao, Jingwen Li +9

Contrastive Language-Image Pre-training (CLIP) has demonstrated outstanding performance in global image understanding and zero-shot transfer through large-scale text-image alignmen…

cs.CV2025★ 1 cited

SS4D: Native 4D Generative Model via Structured Spacetime Latents

Zhibing Li, Mengchen Zhang, Tong Wu +3

We present SS4D, a native 4D generative model that synthesizes dynamic 3D objects directly from monocular video. Unlike prior approaches that construct 4D representations by optimi…

cs.CV2025

BrepLLM: Enabling Large Language Models to Understand Boundary Representations

Liyuan Deng, Hao Guo, Yongkang Dai +5

Current token-sequence-based Large Language Models (LLMs) struggle to directly process 3D Boundary Representation (B-rep) models that contain complex geometric and topological info…