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Towards In-context Scene Understanding

2 June 2023

Papers citing "Towards In-context Scene Understanding"

24 / 24 papers shown

Title
Object-level Self-Distillation for Vision Pretraining Çağlar Hızlı Çağatay Yıldız Pekka Marttinen OCL VLM 52 0 0 04 Jun 2025
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning Zhong-Yu Li Ruoyi Du Juncheng Yan Le Zhuo Zhen Li Peng Gao Zhanyu Ma Ming-Ming Cheng VLM 134 7 0 10 Apr 2025
Object-Centric Pretraining via Target Encoder Bootstrapping Nikola Đukić Tim Lebailly Tinne Tuytelaars OCL 129 0 0 19 Mar 2025
Synthetic data enables context-aware bioacoustic sound event detection Benjamin Hoffman David Robinson Marius Miron V. Baglione D. Canestrari Damian Elias Eva Trapote Olivier Pietquin 137 0 0 01 Mar 2025
VaViM and VaVAM: Autonomous Driving through Video Generative Modeling Florent Bartoccioni Elias Ramzi Victor Besnier Shashanka Venkataramanan Tuan-Hung Vu ... Mickael Chen Éloi Zablocki Andrei Bursuc Eduardo Valle Matthieu Cord VGen 181 2 0 24 Feb 2025
Rethinking Knowledge in Distillation: An In-context Sample Retrieval Perspective Jinjing Zhu Songze Li Lin Wang 103 0 0 13 Jan 2025
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation Bolin Lai F. Xu Miao Liu Xiaoliang Dai Nikhil Mehta ... Zeyi Huang James M. Rehg Sangmin Lee Ning Zhang Tong Xiao 138 3 0 02 Dec 2024
ROOT: VLM based System for Indoor Scene Understanding and Beyond Yonghui Wang Shi-Yong Chen Zhenxing Zhou Siyi Li Haoran Li Wengang Zhou Haoyang Li VLM 147 3 0 24 Nov 2024
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation Thomas Stegmüller Tim Lebailly Nikola Dukic Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran VLM 109 1 0 23 Jun 2024
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning Guanglin Zhou Zhongyi Han Shiming Chen Erdun Gao Liming Zhu Salman Khan Xin Gao Lina Yao VLM 103 4 0 20 May 2024
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies Zhongrui Gui Shuyang Sun Runjia Li Jianhao Yuan Zhaochong An Karsten Roth Ameya Prabhu Philip Torr VLM CLL 81 7 0 15 Apr 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 158 7 0 14 Mar 2024
A Probabilistic Model behind Self-Supervised Learning Alice Bizeul Bernhard Schölkopf Carl Allen SSL 81 2 0 02 Feb 2024
Tyche: Stochastic In-Context Learning for Medical Image Segmentation Marianne Rakic Hallee E. Wong Jose Javier Gonzalez Ortiz Beth Cimini John Guttag Adrian V. Dalca 94 12 0 24 Jan 2024
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities Boyuan Chen Zhuo Xu Sean Kirmani Brian Ichter Danny Driess Pete Florence Dorsa Sadigh Leonidas Guibas Fei Xia LRM ReLM 98 270 0 22 Jan 2024
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively Haobo Yuan Xiangtai Li Chong Zhou Yining Li Kai Chen Chen Change Loy VLM 118 51 0 05 Jan 2024
Towards More Unified In-context Visual Understanding Dianmo Sheng DongDong Chen Zhentao Tan Qiankun Liu Qi Chu Jianmin Bao Tao Gong Bin Liu Shengwei Xu Nenghai Yu MLLM VLM 88 10 0 05 Dec 2023
SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation Lingchen Meng Shiyi Lan Hengduo Li Jose M. Alvarez Zuxuan Wu Yu-Gang Jiang VLM ISeg MLLM 79 9 0 24 Nov 2023
Context-Aware Meta-Learning Christopher Fifty Dennis Duan Ronald G. Junkins Ehsan Amid Jurij Leskovec Christopher Ré Sebastian Thrun LRM VLM MLLM 86 12 0 17 Oct 2023
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 127 8 0 11 Oct 2023
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano VOS 81 21 0 22 Aug 2023
UniverSeg: Universal Medical Image Segmentation V. Butoi Jose Javier Gonzalez Ortiz Tianyu Ma M. Sabuncu John Guttag Adrian Dalca 92 88 0 12 Apr 2023
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 352 4,113 0 17 Jun 2020
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 466 3,758 0 28 Feb 2017