activity
20212023
most citedMViTv2: Improved Multiscale Vision Transformers for Classification and Detection

29 citations · 42 across the 7 of their papers we have counts for

collaborators

7 papers

eess.IV2023

INeAT: Iterative Neural Adaptive Tomography

Bo Xiong, Changqing Su, Zihan Lin +2

Computed Tomography (CT) with its remarkable capability for three-dimensional imaging from multiple projections, enjoys a broad range of applications in clinical diagnosis, scienti…

cs.AI20231 cited

Shrinking Embeddings for Hyper-Relational Knowledge Graphs

Bo Xiong, Mojtaba Nayyer, Shirui Pan +1

Link prediction on knowledge graphs (KGs) has been extensively studied on binary relational KGs, wherein each fact is represented by a triple. A significant amount of important kno…

cs.CV20238 cited

MMViT: Multiscale Multiview Vision Transformers

Yuchen Liu, Natasha Ong, Kaiyan Peng +8

We present Multiscale Multiview Vision Transformers (MMViT), which introduces multiscale feature maps and multiview encodings to transformer models. Our model encodes different vie…

cs.AI20233 cited

Geometric Relational Embeddings: A Survey

Bo Xiong, Mojtaba Nayyeri, Ming Jin +4

Geometric relational embeddings map relational data as geometric objects that combine vector information suitable for machine learning and structured/relational information for str…

cs.CV2023

Reversible Vision Transformers

Karttikeya Mangalam, Haoqi Fan, Yanghao Li +4

We present Reversible Vision Transformers, a memory efficient architecture design for visual recognition. By decoupling the GPU memory requirement from the depth of the model, Reve…

physics.optics20221 cited

Polarization-Independent Wavelength Demultiplexer Based on Single Etched Diffraction Grating Device

Chenguang Li, Bo Xiong, Tao Chu

Polarization-compatible receivers are indispensable in transceivers used for wavelength division multiplexing (WDM) optical communications, as light polarization is unpredictable a…