Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining

5 February 2023

Xiangyu Zhang

Papers citing "Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining"

50 / 91 papers shown

Title
GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model Zixiang Ai Zichen Liu Yuanhang Lei Zhenyu Cui Xu Zou Jiahuan Zhou 22 0 0 07 May 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 22 0 0 22 Apr 2025
MoST: Efficient Monarch Sparse Tuning for 3D Representation Learning Xu Han Yuan Tang Jinfeng Xu Xianzhi Li 48 0 0 24 Mar 2025
SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining Yue Li Qi Ma Runyi Yang Huapeng Li Mengjiao Ma ... E. Konukoglu Theo Gevers Luc Van Gool Martin R. Oswald Danda Pani Paudel 3DGS VLM 69 0 0 23 Mar 2025
PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models Zilu Guo Hongbin Lin Zhihao Yuan C. Zheng Pengshuo Qiu Dongzhi Jiang Renrui Zhang Chun-Mei Feng Zhen Li MLLM 3DV 85 1 0 13 Mar 2025
UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting Haoyuan Li Yanpeng Zhou Tao Tang Jifei Song Yihan Zeng Michael C. Kampffmeyer Hang Xu Xiaodan Liang 3DGS 51 1 0 25 Feb 2025
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation Zekun Qi Wenyao Zhang Yufei Ding Runpei Dong Xinqiang Yu ... Xin Jin Kaisheng Ma Zhizheng Zhang He Wang Li Yi LM&Ro 131 3 0 18 Feb 2025
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling Sai Tarun Inaganti Gennady Petrenko Mamba 69 1 0 25 Jan 2025
Text-guided Synthetic Geometric Augmentation for Zero-shot 3D Understanding Kohei Torimi Ryosuke Yamada Daichi Otsuka Kensho Hara Yuki M. Asano Hirokatsu Kataoka Y. Aoki 3DV 31 0 0 20 Jan 2025
SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model Chunlin Yu Hanqing Wang Ye Shi Haoyang Luo Sibei Yang Jingyi Yu Jingya Wang LRM LM&Ro 79 1 0 02 Dec 2024
TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition Yilong Wang Zilin Gao Qilong Wang Zhaofeng Chen P. Li Q. Hu 72 1 0 28 Nov 2024
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing Feifei Shao Ping Liu Zhao Wang Yawei Luo Hongwei Wang Jun Xiao 3DPC 64 0 0 25 Nov 2024
SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images Hamid Manoochehri Bodong Zhang Beatrice S. Knudsen Tolga Tasdizen 18 0 0 23 Oct 2024
Block-to-Scene Pre-training for Point Cloud Hybrid-Domain Masked Autoencoders Yaohua Zha Tao Dai Yanzi Wang Hang Guo Taolin Zhang Zhihao Ouyang Chunlin Fan B. Chen Ke Chen Shu-Tao Xia 3DPC 23 1 0 13 Oct 2024
Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence Vencia Herzog Stefan Suwelack 3DPC 21 0 0 12 Oct 2024
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning Dingkang Liang Tianrui Feng Xin Zhou Yumeng Zhang Zhikang Zou Xiang Bai 18 5 0 10 Oct 2024
Triple Point Masking Jiaming Liu Linghe Kong Yue Wu Maoguo Gong Hao Li Qiguang Miao Wenping Ma Can Qin 3DPC 18 0 0 26 Sep 2024
Training-Free Point Cloud Recognition Based on Geometric and Semantic Information Fusion Yan Chen Di Huang Zhichao Liao Xi Cheng Xinghui Li Lone Zeng 3DPC 29 1 0 07 Sep 2024
RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning Kunming Su Qiuxia Wu Panpan Cai Xiaogang Zhu Xuequan Lu Zhiyong Wang Kun Hu 3DPC 27 2 0 31 Aug 2024
ConDense: Consistent 2D/3D Pre-training for Dense and Sparse Features from Multi-View Images Xiaoshuai Zhang Zhicheng Wang Howard Zhou Soham Ghosh Danushen Gnanapragasam Varun Jampani Hao Su Leonidas J. Guibas DD 49 5 0 30 Aug 2024
SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners Ziyu Guo Renrui Zhang Xiangyang Zhu Chengzhuo Tong Peng Gao Chunyuan Li Pheng-Ann Heng VGen 3DPC 42 9 0 29 Aug 2024
More Text, Less Point: Towards 3D Data-Efficient Point-Language Understanding Yuan Tang Xu Han Xianzhi Li Qiao Yu Jinfeng Xu Yixue Hao Long Hu Min Chen 27 1 0 28 Aug 2024
Positional Prompt Tuning for Efficient 3D Representation Learning Shaochen Zhang Zekun Qi Runpei Dong Xiuxiu Bai Xing Wei 31 2 0 21 Aug 2024
ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining Qi Ma Yue Li Bin Ren N. Sebe E. Konukoglu Theo Gevers Luc Van Gool D. Paudel 3DGS 3DPC 26 10 0 20 Aug 2024
Uniting contrastive and generative learning for event sequences models Aleksandr Yugay Alexey Zaytsev AI4TS 26 1 0 19 Aug 2024
CHASE: 3D-Consistent Human Avatars with Sparse Inputs via Gaussian Splatting and Contrastive Learning Haoyu Zhao Hao Wang Chen Yang Wei-Ming Shen 3DH 32 3 0 19 Aug 2024
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders Xiangdong Zhang Shaofeng Zhang Junchi Yan 3DPC 28 2 0 16 Aug 2024
Multi-modal Relation Distillation for Unified 3D Representation Learning Huiqun Wang Yiping Bao Panwang Pan Zeming Li Xiao Liu Ruijie Yang Di Huang 45 0 0 19 Jul 2024
Pre-training Point Cloud Compact Model with Partial-aware Reconstruction Yaohua Zha Yanzi Wang Tao Dai Shu-Tao Xia 40 0 0 12 Jul 2024
Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning Bin Ren Guofeng Mei D. Paudel Weijie Wang Yawei Li Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 3DPC 36 7 0 08 Jul 2024
Learning Robust 3D Representation from CLIP via Dual Denoising Shuqing Luo Bowen Qu Wei-Nan Gao 31 1 0 01 Jul 2024
Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds Hongliang Zeng Ping Zhang Fang Li Jiahua Wang Tingyu Ye Pengteng Guo 3DPC 26 0 0 25 Jun 2024
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images Han-Hung Lee Yiming Zhang Angel X. Chang 3DPC 34 3 0 17 Jun 2024
Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision Minglei Li Peng Ye Yongqi Huang Lin Zhang Tao Chen Tong He Jiayuan Fan Wanli Ouyang MoE 22 4 0 05 Jun 2024
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond Jiahang Zhang Lilang Lin Shuai Yang Jiaying Liu SSL 39 0 0 05 Jun 2024
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling Yaohua Zha Naiqi Li Yanzi Wang Tao Dai Hang Guo Bin Chen Zhi Wang Zhihao Ouyang Shu-Tao Xia Mamba 37 8 0 27 May 2024
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning Qingdong He Jiangning Zhang Jinlong Peng Haoyang He Yabiao Wang Chengjie Wang 3DPC 35 12 0 24 May 2024
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning Shikun Feng Yuyan Ni Minghao Li Yanwen Huang Zhiming Ma Wei-Ying Ma Yanyan Lan SSL 41 7 0 15 May 2024
PEVA-Net: Prompt-Enhanced View Aggregation Network for Zero/Few-Shot Multi-View 3D Shape Recognition Dongyun Lin Yi Cheng Shangbo Mao Aiyuan Guo Yiqun Li 21 2 0 30 Apr 2024
OpenDlign: Enhancing Open-World 3D Learning with Depth-Aligned Images Ye Mao Junpeng Jing K. Mikolajczyk VLM 21 0 0 25 Apr 2024
Robust Fine-tuning for Pre-trained 3D Point Cloud Models Zhibo Zhang Ximing Yang Weizhong Zhang Cheng Jin 3DPC 30 1 0 25 Apr 2024
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model Xu Han Yuan Tang Zhaoxuan Wang Xianzhi Li 27 22 0 23 Apr 2024
Any2Point: Empowering Any-modality Large Models for Efficient 3D Understanding Yiwen Tang Ray Zhang Jiaming Liu Zoey Guo Dong Wang ... Bin Zhao Shanghang Zhang Peng Gao Hongsheng Li Xuelong Li 30 10 0 11 Apr 2024
SUGAR: Pre-training 3D Visual Representations for Robotics Shizhe Chen Ricardo Garcia Pinel Ivan Laptev Cordelia Schmid 34 13 0 01 Apr 2024
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis Xin Zhou Dingkang Liang Wei Xu Xingkui Zhu Yihan Xu Zhikang Zou Xiang Bai 18 26 0 03 Mar 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding Zhihao Zhang Shengcao Cao Yu-Xiong Wang 22 14 0 28 Feb 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Zekun Qi Runpei Dong Shaochen Zhang Haoran Geng Chunrui Han Zheng Ge Li Yi Kaisheng Ma 33 49 0 27 Feb 2024
Parameter-efficient Prompt Learning for 3D Point Cloud Understanding Hongyu Sun Yongcai Wang Wang Chen Haoran Deng Deying Li VPVLM 36 5 0 24 Feb 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 79 87 0 16 Feb 2024
MLEM: Generative and Contrastive Learning as Distinct Modalities for Event Sequences Viktor Moskvoretskii Dmitry Osin Egor Shvetsov Igor Udovichenko Maxim Zhelnin Andrey Dukhovny Anna Zhimerikina E. Burnaev AI4TS 12 2 0 29 Jan 2024