Object discovery and representation networks

16 March 2022

Papers citing "Object discovery and representation networks"

50 / 73 papers shown

Title
Should we pre-train a decoder in contrastive learning for dense prediction tasks? S. Quetin Tapotosh Ghosh Farhad Maleki SSL 69 0 0 21 Mar 2025
A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning Xin Wen Bingchen Zhao Yilun Chen Jiangmiao Pang Xiaojuan Qi LM&Ro 36 0 0 10 Mar 2025
Slot-BERT: Self-supervised Object Discovery in Surgical Video Guiqiu Liao M. Jogan Marcel Hussing Kenta Nakahashi Kazuhiro Yasufuku Amin Madani Eric Eaton Daniel A. Hashimoto 53 0 0 21 Jan 2025
Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy José-Fabian Villa-Vásquez M. Pedersoli 23 1 0 30 Oct 2024
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 47 1 0 30 Oct 2024
Self-Supervised Learning for Real-World Object Detection: a Survey Alina Ciocarlan Sidonie Lefebvre S. L. Hégarat-Mascle Arnaud Woiselle ObjD 19 0 0 09 Oct 2024
Enhancing Sound Source Localization via False Negative Elimination Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 29 0 0 29 Aug 2024
SlotLifter: Slot-guided Feature Lifting for Learning Object-centric Radiance Fields Yu Liu Baoxiong Jia Yixin Chen Siyuan Huang OCL 31 4 0 13 Aug 2024
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras SSL 24 0 0 15 Jul 2024
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers Ananthu Aniraj C. Dantas Dino Ienco Diego Marcos 29 1 0 05 Jul 2024
UnSupDLA: Towards Unsupervised Document Layout Analysis Talha Uddin Sheikh Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 26 2 0 10 Jun 2024
Recasting Generic Pretrained Vision Transformers As Object-Centric Scene Encoders For Manipulation Policies Jianing Qian Anastasios Panagopoulos Dinesh Jayaraman LM&Ro ViT 38 5 0 24 May 2024
Learning to Compose: Improving Object Centric Learning by Injecting Compositionality Whie Jung Jaehoon Yoo Sungjin Ahn Seunghoon Hong OCL CoGe 24 4 0 01 May 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 29 1 0 21 Apr 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding Chengyao Wang Li Jiang Xiaoyang Wu Zhuotao Tian Bohao Peng Hengshuang Zhao Jiaya Jia 3DPC SSL 72 13 0 14 Mar 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation Chanyoung Kim Woojung Han Dayun Ju Seong Jae Hwang 24 10 0 03 Mar 2024
VideoMAC: Video Masked Autoencoders Meet ConvNets Gensheng Pei Tao Chen XiRuo Jiang Huafeng Liu Zeren Sun Yazhou Yao VGen 26 9 0 29 Feb 2024
Disentangled 3D Scene Generation with Layout Learning Dave Epstein Ben Poole B. Mildenhall Alexei A. Efros Aleksander Holynski CoGe OCL 3DV 34 20 0 26 Feb 2024
Neural Language of Thought Models Yi-Fu Wu Minseung Lee Sungjin Ahn MLLM VLM 48 5 0 02 Feb 2024
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE Haonan Yu Wei Xu ViT 25 1 0 20 Jan 2024
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 8 11 0 01 Dec 2023
Perceptual Group Tokenizer: Building Perception with Iterative Grouping Zhiwei Deng Ting Chen Yang Li ViT VLM 12 2 0 30 Nov 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 20 3 0 24 Nov 2023
Object-Centric Learning with Slot Mixture Module Daniil E. Kirilenko Vitaliy Vorobyov A. Kovalev Aleksandr I. Panov OCL 26 3 0 08 Nov 2023
CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection Chuofan Ma Yi-Xin Jiang Xin Wen Zehuan Yuan Xiaojuan Qi ObjD VLM 12 48 0 25 Oct 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey Oriane Siméoni Éloi Zablocki Spyros Gidaris Gilles Puy Patrick Pérez 24 10 0 19 Oct 2023
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 39 6 0 11 Oct 2023
Self-supervised Object-Centric Learning for Videos Görkay Aydemir Weidi Xie Fatma Guney OCL VOS SSL 23 24 0 10 Oct 2023
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Oindrila Saha Subhransu Maji SSL 22 2 0 25 Sep 2023
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano VOS 30 19 0 22 Aug 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training Silky Singh Shripad Deshmukh Mausoom Sarkar Balaji Krishnamurthy 16 7 0 22 Aug 2023
SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning Muzhi Zhu Hengtao Li Hao Chen Chengxiang Fan Wei Mao Chenchen Jing Yifan Liu Chunhua Shen VLM 23 16 0 12 Aug 2023
Unsupervised Camouflaged Object Segmentation as Domain Adaptation Yi Zhang Chengyi Wu 18 3 0 08 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 22 0 0 28 Jul 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features Adrien Bardes Jean Ponce Yann LeCun MDE 26 23 0 24 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery Yun-Qiu Lv Jing Zhang Nick Barnes Yuchao Dai 21 11 0 07 Jul 2023
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning Shaofeng Zhang Feng Zhu Rui Zhao Junchi Yan 8 16 0 23 Jun 2023
R-MAE: Regions Meet Masked Autoencoders Duy-Kien Nguyen Vaibhav Aggarwal Yanghao Li Martin R. Oswald Alexander Kirillov Cees G. M. Snoek Xinlei Chen TPM 14 10 0 08 Jun 2023
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion Yash Bhalgat Iro Laina João F. Henriques Andrew Zisserman Andrea Vedaldi 12 37 0 07 Jun 2023
Cycle Consistency Driven Object Discovery Aniket Didolkar Anirudh Goyal Yoshua Bengio OCL 19 8 0 03 Jun 2023
Towards In-context Scene Understanding Ivana Balazevic David Steiner Nikhil Parthasarathy Relja Arandjelović Olivier J. Hénaff 15 28 0 02 Jun 2023
Contrastive Training of Complex-Valued Autoencoders for Object Discovery Aleksandar Stanić Anand Gopalakrishnan Kazuki Irie Jürgen Schmidhuber OCL 25 14 0 24 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 23 44 0 18 May 2023
SelfDocSeg: A Self-Supervised vision-based Approach towards Document Segmentation Subhajit Maity Sanket Biswas Siladittya Manna Ayan Banerjee Josep Lladós Saumik Bhattacharya Umapada Pal 34 5 0 01 May 2023
Boosting Video Object Segmentation via Space-time Correspondence Learning Yurong Zhang Liulei Li Wenguan Wang Rong Xie Li-Na Song Wenjun Zhang VOS 11 32 0 13 Apr 2023
What's in a Name? Beyond Class Indices for Image Recognition Kai Han Yandong Li S. Vaze Jie Li Xuhui Jia VLM 9 7 0 05 Apr 2023
Mixed Autoencoder for Self-supervised Visual Representation Learning Kai Chen Zhili Liu Lanqing Hong Hang Xu Zhenguo Li Dit-Yan Yeung SSL 24 42 0 30 Mar 2023
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning Thomas Stegmüller Tim Lebailly Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran 24 15 0 23 Mar 2023
Top-Down Visual Attention from Analysis by Synthesis Baifeng Shi Trevor Darrell Xin Eric Wang 17 28 0 23 Mar 2023
Object-Centric Slot Diffusion Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 19 56 0 20 Mar 2023