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20242026
most citedLotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction

2 citations · 2 across the 13 of their papers we have counts for

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5 papers · 1 filter

cs.CV2025

Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model

Jing He, Haodong Li, Mingzhi Sheng +1

Recovering pixel-wise geometric properties from a single image is fundamentally ill-posed due to appearance ambiguity and non-injective mappings between 2D observations and 3D stru…

cs.RO2025

Embodied Arena: A Comprehensive, Unified, and Evolving Evaluation Platform for Embodied AI

Fei Ni, Min Zhang, Pengyi Li +34

Embodied AI development significantly lags behind large foundation models due to three critical challenges: (1) lack of systematic understanding of core capabilities needed for Emb…

cs.CV2025

DA: Depth Anything in Any Direction

Haodong Li, Wangguangdong Zheng, Jing He +5

Panorama has a full FoV (360180), offering a more complete visual description than perspective images. Thanks to this characteristic, panoramic depth estimati…

cs.CV2025

Improving Joint Embedding Predictive Architecture with Diffusion Noise

Yuping Qiu, Rui Zhu, Ying-cong Chen

Self-supervised learning has become an incredibly successful method for feature learning, widely applied to many downstream tasks. It has proven especially effective for discrimina…

cs.CV2025

StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams

Yang LI, Jinglu Wang, Lei Chu +4

The advent of 3D Gaussian Splatting (3DGS) has advanced 3D scene reconstruction and novel view synthesis. With the growing interest of interactive applications that need immediate…