Y^2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences

7 November 2018

Papers citing "Y^2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences"

38 / 38 papers shown

Title
Enhanced Cross-modal 3D Retrieval via Tri-modal Reconstruction Junlong Ren Hao Wang 43 0 0 02 Apr 2025
SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation Junlong Ren Hao Wu Hui Xiong H. Wang 65 0 0 26 Feb 2025
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images Han-Hung Lee Yiming Zhang Angel X. Chang 3DPC 41 3 0 17 Jun 2024
COM3D: Leveraging Cross-View Correspondence and Cross-Modal Mining for 3D Retrieval Hao Wu Ruochong Li Hao Wang Hui Xiong 3DPC 32 2 0 07 May 2024
Uni3DL: Unified Model for 3D and Language Understanding Xiang Li Jian Ding Zhaoyang Chen Mohamed Elhoseiny 30 3 0 05 Dec 2023
T2TD: Text-3D Generation Model based on Prior Knowledge Guidance Weizhi Nie Ruidong Chen Weijie Wang Bruno Lepri N. Sebe 27 4 0 25 May 2023
What's in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models through User-Provided Names in CAD Files Peter Meltzer Joseph G. Lambourne Daniele Grandi 29 2 0 25 Apr 2023
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations Ye Wang Bo‐Shu Jiang C. Zou Rui Ma 27 5 0 20 Mar 2023
Text2shape Deep Retrieval Model: Generating Initial Cases for Mechanical Part Redesign under the Context of Case-Based Reasoning Tianshuo Zang Maolin Yang Wentao Yong Pingyu Jiang 3DV 16 4 0 13 Feb 2023
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training Tianyu Huang Bowen Dong Yunhan Yang Xiaoshui Huang Rynson W. H. Lau Wanli Ouyang W. Zuo VLM 3DPC CLIP 42 144 0 03 Oct 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 30 27 0 18 Jul 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 32 71 0 23 Apr 2022
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors Baorui Ma Yu-Shen Liu Zhizhong Han 18 71 0 22 Apr 2022
Towards Implicit Text-Guided 3D Shape Generation Zhengzhe Liu Yi Wang Xiaojuan Qi Chi-Wing Fu 19 90 0 28 Mar 2022
Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yaru Cao Pengfei Wan Wen Zheng Zhizhong Han 3DPC 33 63 0 18 Feb 2022
TriCoLo: Trimodal Contrastive Loss for Text to Shape Retrieval Yue Ruan Han-Hung Lee Yiming Zhang Ke Zhang Angel X. Chang 27 22 0 19 Jan 2022
CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation Aditya Sanghi Hang Chu Joseph G. Lambourne Ye Wang Chin-Yi Cheng Marco Fumero Kamal Rahimi Malekshan CLIP 35 289 0 06 Oct 2021
SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yan-Pei Cao Pengfei Wan Wen Zheng Zhizhong Han ViT 3DPC 32 225 0 10 Aug 2021
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching Chao Chen Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 24 38 0 08 Aug 2021
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 93 9 0 08 Aug 2021
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and Words Chuan Tang Xi Yang Bojian Wu Zhizhong Han Yi Chang 3DPC 28 13 0 05 Jul 2021
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 30 153 0 26 Nov 2020
DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 29 59 0 12 Jul 2020
Point Cloud Completion by Skip-attention Network with Hierarchical Folding Xin Wen Tianyang Li Zhizhong Han Yu-Shen Liu 3DPC 10 241 0 08 May 2020
LRC-Net: Learning Discriminative Features on Point Clouds by Encoding Local Region Contexts Xinhai Liu Zhizhong Han Fangzhou Hong Yu-Shen Liu Matthias Zwicker 3DPC 11 20 0 18 Mar 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 46 32 0 12 Mar 2020
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization Yue Jiang Dantong Ji Zhizhong Han Matthias Zwicker 10 236 0 15 Dec 2019
Research Directions in Democratizing Innovation through Design Automation, One-Click Manufacturing Services and Intelligent Machines B. Starly A. Angrish P. Cohen AI4CE 14 2 0 23 Sep 2019
Fast Low-rank Metric Learning for Large-scale and High-dimensional Data Han Liu Zhizhong Han Yu-Shen Liu M. Gu 17 7 0 13 Sep 2019
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware Capsules Xin Wen Zhizhong Han Xinhai Liu Yu-Shen Liu 3DPC 13 38 0 29 Aug 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang-Cuong Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 40 762 0 13 Aug 2019
L2G Auto-encoder: Understanding Point Clouds by Local-to-Global Reconstruction with Hierarchical Self-Attention Xinhai Liu Zhizhong Han Xin Wen Yu-Shen Liu Matthias Zwicker 3DPC 22 85 0 02 Aug 2019
ShapeCaptioner: Generative Caption Network for 3D Shapes by Learning a Mapping from Parts Detected in Multiple Views to Sentences Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 3DPC 27 45 0 31 Jul 2019
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 3DPC 27 143 0 30 Jul 2019
Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views Zhizhong Han Xinhai Liu Yu-Shen Liu Matthias Zwicker 3DPC 18 40 0 18 May 2019
3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention Zhizhong Han Xiyang Wang Chi-Man Vong Yu-Shen Liu Matthias Zwicker C. L. P. Chen 3DPC 11 39 0 17 May 2019
Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape Completion Tao Hu Zhizhong Han Abhinav Shrivastava Matthias Zwicker 3DV 9 55 0 17 Apr 2019
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 170 840 0 17 May 2016