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most citedParameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis

34 citations · 105 across the 10 of their papers we have counts for

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cs.CV202314 cited

InternGPT: Solving Vision-Centric Tasks by Interacting with ChatGPT Beyond Language

Zhaoyang Liu, Yinan He, Wenhai Wang +17

We present an interactive visual framework named InternGPT, or iGPT for short. The framework integrates chatbots that have planning and reasoning capabilities, such as ChatGPT, wit…

cs.CV202315 cited

VideoLLM: Modeling Video Sequence with Large Language Models

Guo Chen, Yin-Dong Zheng, Jiahao Wang +8

With the exponential growth of video data, there is an urgent need for automated technology to analyze and comprehend video content. However, existing video understanding models ar…

cs.CV202315 cited

VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

Limin Wang, Bingkun Huang, Zhiyu Zhao +5

Scale is the primary factor for building a powerful foundation model that could well generalize to a variety of downstream tasks. However, it is still challenging to train video fo…

cs.CV202334 cited

Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis

Renrui Zhang, Liuhui Wang, Ziyu Guo +4

We present a Non-parametric Network for 3D point cloud analysis, Point-NN, which consists of purely non-learnable components: farthest point sampling (FPS), k-nearest neighbors (k-…

cs.CV2022

CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm

Mingye Xu, Yali Wang, Yihao Liu +2

Point cloud completion aims to predict complete shape from its partial observation. Current approaches mainly consist of generation and refinement stages in a coarse-to-fine style.…

cs.CV20221 cited

CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning

Mingye Xu, Yali Wang, Zhipeng Zhou +2

Self-supervised learning has not been fully explored for point cloud analysis. Current frameworks are mainly based on point cloud reconstruction. Given only 3D coordinates, such ap…