Compile Scene Graphs with Reinforcement Learning

18 April 2025

Papers citing "Compile Scene Graphs with Reinforcement Learning"

35 / 35 papers shown

Title
Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Haoyuan Sun Jiaqi Wu Bo Xia Yifu Luo Yifei Zhao Kai Qin Xufei Lv Tiantian Zhang Yongzhe Chang Xueqian Wang OffRL LRM 151 0 0 24 May 2025
Open-Vocabulary Functional 3D Scene Graphs for Real-World Indoor Spaces Chenyangguang Zhang Alexandros Delitzas Fangjinhua Wang Ruida Zhang Xiangyang Ji Marc Pollefeys Francis Engelmann 3DV 3DPC 97 4 0 24 Mar 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? Zhiyuan Zeng Qinyuan Cheng Zhangyue Yin Yunhua Zhou Xipeng Qiu LRM 120 15 0 17 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 254 1,503 0 22 Jan 2025
LLaVA-SpaceSGG: Visual Instruct Tuning for Open-vocabulary Scene Graph Generation with Enhanced Spatial Relations Mingjie Xu Mengyang Wu Yuzhi Zhao Jason Chun Lok Li Weifeng Ou LRM SyDa VLM 93 3 0 09 Dec 2024
GPT-4o System Card OpenAI OpenAI : Aaron Hurst Adam Lerer Adam P. Goucher ... Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai Yury Malkov MLLM 129 750 0 25 Oct 2024
SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation Hang Yin Xiuwei Xu Zhenyu Wu Jie Zhou Jiwen Lu 61 18 0 10 Oct 2024
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models Rongjie Li Songyang Zhang Dahua Lin Kai-xiang Chen Xuming He VLM 67 17 0 01 Apr 2024
SceneGraphLoc: Cross-Modal Coarse Visual Localization on 3D Scene Graphs Yang Miao Francis Engelmann Olga Vysotska Federico Tombari Marc Pollefeys Daniel Barath 3DPC 86 8 0 30 Mar 2024
The All-Seeing Project V2: Towards General Relation Comprehension of the Open World Weiyun Wang Yiming Ren Hao Luo Tiantong Li Chenxiang Yan ... Qingyun Li Lewei Lu Xizhou Zhu Yu Qiao Jifeng Dai MLLM 75 49 0 29 Feb 2024
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Zhihong Shao Peiyi Wang Qihao Zhu Runxin Xu Jun-Mei Song ... Haowei Zhang Mingchuan Zhang Yiming Li Yu-Huan Wu Daya Guo ReLM LRM 91 953 0 05 Feb 2024
GPT4SGG: Synthesizing Scene Graphs from Holistic and Region-specific Narratives Zuyao Chen Jinlin Wu Zhen Lei Zhaoxiang Zhang Changwen Chen 42 3 0 07 Dec 2023
Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention Zuyao Chen Jinlin Wu Zhen Lei Zhaoxiang Zhang Changwen Chen 85 14 0 18 Nov 2023
TextPSG: Panoptic Scene Graph Generation from Textual Descriptions Chengyang Zhao Songlin Yang Zhenfang Chen Mingyu Ding Chuang Gan 88 16 0 10 Oct 2023
Improved Baselines with Visual Instruction Tuning Haotian Liu Chunyuan Li Yuheng Li Yong Jae Lee VLM MLLM 91 2,593 0 05 Oct 2023
ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning Yuanyi Zhong Alihusein Kuwajerwala Sacha Morin Krishna Murthy Jatavallabhula Bipasha Sen ... Celso Miguel de Melo Joshua B. Tenenbaum Antonio Torralba Florian Shkurti Liam Paull LM&Ro 88 176 0 28 Sep 2023
Efficient Memory Management for Large Language Model Serving with PagedAttention Woosuk Kwon Zhuohan Li Siyuan Zhuang Ying Sheng Lianmin Zheng Cody Hao Yu Joseph E. Gonzalez Haotong Zhang Ion Stoica VLM 129 2,049 0 12 Sep 2023
Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation Xingchen Li Long Chen Wenbo Ma Yi Yang Jun Xiao 49 27 0 03 Aug 2022
Iterative Scene Graph Generation Siddhesh Khandelwal Leonid Sigal OCL 52 31 0 27 Jul 2022
Panoptic Scene Graph Generation Jingkang Yang Yi Zhe Ang Zujin Guo Kaiyang Zhou Wayne Zhang Ziwei Liu 98 111 0 22 Jul 2022
4D-OR: Semantic Scene Graphs for OR Domain Modeling Ege Özsoy Evin Pınar Örnek U. Eck Tobias Czempiel F. Tombari Nassir Navab 50 36 0 22 Mar 2022
RelTR: Relation Transformer for Scene Graph Generation Yuren Cong M. Yang Bodo Rosenhahn ViT 115 139 0 27 Jan 2022
SGTR: End-to-end Scene Graph Generation with Transformer Rongjie Li Songyang Zhang Xuming He ViT 74 117 0 24 Dec 2021
Learning to Generate Scene Graph from Natural Language Supervision Yiwu Zhong Jing Shi Jianwei Yang Chenliang Xu Yin Li SSL 66 78 0 06 Sep 2021
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 312 12,906 0 26 May 2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation Xin Lin Changxing Ding Jinquan Zeng Dacheng Tao 83 278 0 29 Mar 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 63 689 0 27 Feb 2020
Knowledge-Embedded Routing Network for Scene Graph Generation Tianshui Chen Weihao Yu Riquan Chen Liang Lin GNN 73 374 0 08 Mar 2019
Learning to Compose Dynamic Tree Structures for Visual Contexts Kaihua Tang Hanwang Zhang Baoyuan Wu Wenhan Luo Wen Liu 61 497 0 05 Dec 2018
Neural Motifs: Scene Graph Parsing with Global Context Rowan Zellers Mark Yatskar Sam Thomson Yejin Choi GNN 76 992 0 17 Nov 2017
Scene Graph Generation from Objects, Phrases and Region Captions Yikang Li Wanli Ouyang Bolei Zhou Kun Wang Xiaogang Wang 67 501 0 31 Jul 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 248 18,685 0 20 Jul 2017
Scene Graph Generation by Iterative Message Passing Danfei Xu Yuke Zhu Chris Choy Li Fei-Fei GNN 3DV 64 1,214 0 10 Jan 2017
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 421 61,900 0 04 Jun 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 297 43,290 0 01 May 2014