大模型推理能力 - arXivDaily 专题

2403.11541 2024-10-23 cs.CV 78%

Hierarchical Spatial Proximity Reasoning for Vision-and-Language Navigation

Ming Xu, Zilong Xie

专题命中视觉空间推理：reasoning(title,abstract)

Journal ref IEEE ROBOTICS AND AUTOMATION LETTERS, 2024

2406.01584 2024-10-16 cs.CV 78%

SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models

An-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo, Ruihan Yang, Jan Kautz, Xiaolong Wang, Sifei Liu

专题命中视觉空间推理：reasoning(title,abstract)

Comments NeurIPS 2024, Project Page: https://www.anjiecheng.me/SpatialRGPT

2410.07394 2024-10-11 cs.CV 78%

Structured Spatial Reasoning with Open Vocabulary Object Detectors

Negar Nejatishahidin, Madhukar Reddy Vongala, Jana Kosecka

专题命中视觉空间推理：reasoning(title,abstract)

2409.20365 2024-10-08 cs.CV 78%

VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs

Ruotong Liao, Max Erler, Huiyu Wang, Guangyao Zhai, Gengyuan Zhang, Yunpu Ma, Volker Tresp

专题命中视觉空间推理：reasoning(title,abstract)

Comments EMNLP 2024 Findings; 22 pages; Code: https://github.com/mayhugotong/VideoINSTA

2407.14834 2024-07-23 cs.CV 78%

Can VLMs be used on videos for action recognition? LLMs are Visual Reasoning Coordinators

Harsh Lunia

专题命中视觉空间推理：reasoning(title,abstract)

Comments LLMs, VLMs, Action Recognition

2407.08672 2024-07-12 cs.CV 78%

NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning

Yi Zhang, Chun-Wun Cheng, Ke Yu, Zhihai He, Carola-Bibiane Schönlieb, Angelica I. Aviles-Rivero

专题命中视觉空间推理：reasoning(title,abstract)

2406.03105 2024-06-06 cs.CV 78%

Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors

Han Li, Zehao Huang, Zitian Wang, Wenge Rong, Naiyan Wang, Si Liu

专题命中视觉空间推理：reasoning(title,abstract)

Comments 20 pages, 9 figures, 6 tables

2405.19326 2024-05-30 cs.CV cs.GR cs.HC 78%

Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models

Tianrun Chen, Chunan Yu, Jing Li, Jianqi Zhang, Lanyun Zhu, Deyi Ji, Yong Zhang, Ying Zang, Zejian Li, Lingyun Sun

专题命中视觉空间推理：reasoning(title,abstract)

2404.07449 2024-04-12 cs.CV 78%

Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs

Kanchana Ranasinghe, Satya Narayan Shukla, Omid Poursaeed, Michael S. Ryoo, Tsung-Yu Lin

专题命中视觉空间推理：reasoning(title,abstract)

2404.06904 2024-04-11 cs.RO 78%

Vision-Language Model-based Physical Reasoning for Robot Liquid Perception

Wenqiang Lai, Yuan Gao, Tin Lun Lam

专题命中视觉空间推理：reasoning(title,abstract)

Comments 8 pages, 6 figures, submitted to IROS 2024

2402.05472 2024-02-09 cs.CV 78%

Question Aware Vision Transformer for Multimodal Reasoning

Roy Ganz, Yair Kittenplon, Aviad Aberdam, Elad Ben Avraham, Oren Nuriel, Shai Mazor, Ron Litman

专题命中视觉空间推理：reasoning(title,abstract)

2312.17240 2024-01-23 cs.CV 78%

LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Senqiao Yang, Tianyuan Qu, Xin Lai, Zhuotao Tian, Bohao Peng, Shu Liu, Jiaya Jia

专题命中视觉空间推理：reasoning(title,abstract)

Comments Typo fixed

2301.13335 2023-12-27 cs.CV cs.MM 78%

Multi-modal Large Language Model Enhanced Pseudo 3D Perception Framework for Visual Commonsense Reasoning

Jian Zhu, Hanli Wang, Miaojing Shi

专题命中视觉空间推理：reasoning(title,abstract)

2304.08083 2023-12-14 cs.CV 78%

VCD: Visual Causality Discovery for Cross-Modal Question Reasoning

Yang Liu, Ying Tan, Jingzhou Luo, Weixing Chen

专题命中视觉空间推理：reasoning(title,abstract)

Comments 12 pages, 6 figures. arXiv admin note: substantial text overlap with arXiv:2207.12647

2309.03726 2023-09-08 cs.CV 78%

Interpretable Visual Question Answering via Reasoning Supervision

Maria Parelli, Dimitrios Mallis, Markos Diomataris, Vassilis Pitsikalis

专题命中视觉空间推理：reasoning(title,abstract)

2309.01073 2023-09-06 cs.CV 78%

Spatial and Visual Perspective-Taking via View Rotation and Relation Reasoning for Embodied Reference Understanding

Cheng Shi, Sibei Yang

专题命中视觉空间推理：reasoning(title,abstract)

Comments ECCV 2022. Code: http://github.com/ChengShiest/REP-ERU

2308.09119 2023-08-21 cs.CV 78%

ICAR: Image-based Complementary Auto Reasoning

Xijun Wang, Anqi Liang, Junbang Liang, Ming Lin, Yu Lou, Shan Yang

专题命中视觉空间推理：reasoning(title,abstract)

2303.17919 2023-04-03 cs.RO 78%

Grounding Object Relations in Language-Conditioned Robotic Manipulation with Semantic-Spatial Reasoning

Qian Luo, Yunfei Li, Yi Wu

专题命中视觉空间推理：reasoning(title,abstract)

Comments AAAI 2023 RL Ready for Production Workshop

2303.15796 2023-03-29 cs.CV 78%

KERM: Knowledge Enhanced Reasoning for Vision-and-Language Navigation

Xiangyang Li, Zihan Wang, Jiahao Yang, Yaowei Wang, Shuqiang Jiang

专题命中视觉空间推理：reasoning(title,abstract)

Comments Accepted by CVPR 2023. The code is available at https://github.com/XiangyangLi20/KERM

2303.09410 2023-03-17 cs.CV 78%

Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning

Haibiao Xuan, Xiongzheng Li, Jinsong Zhang, Hongwen Zhang, Yebin Liu, Kun Li

专题命中视觉空间推理：reasoning(title,abstract)

Comments Project page: http://cic.tju.edu.cn/faculty/likun/projects/Narrator

2212.13296 2023-01-02 cs.CV 78%

VQA and Visual Reasoning: An Overview of Recent Datasets, Methods and Challenges

Rufai Yusuf Zakari, Jim Wilson Owusu, Hailin Wang, Ke Qin, Zaharaddeen Karami Lawal, Yuezhou Dong

专题命中视觉空间推理：reasoning(title,abstract)

2212.09329 2022-12-20 cs.CV 78%

SrTR: Self-reasoning Transformer with Visual-linguistic Knowledge for Scene Graph Generation

Yuxiang Zhang, Zhenbo Liu, Shuai Wang

专题命中视觉空间推理：reasoning(title,abstract)

2212.03866 2022-12-09 cs.CV 78%

Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task

Shailaja Keyur Sampat, Pratyay Banerjee, Yezhou Yang, Chitta Baral

专题命中视觉空间推理：reasoning(title,abstract)

Comments 11 pages, 9 figures; Accepted at Findings of EMNLP 2022. arXiv admin note: substantial text overlap with arXiv:2212.03433

2211.09646 2022-11-18 cs.CV 78%

Language Conditioned Spatial Relation Reasoning for 3D Object Grounding

Shizhe Chen, Pierre-Louis Guhur, Makarand Tapaswi, Cordelia Schmid, Ivan Laptev

专题命中视觉空间推理：reasoning(title,abstract)

Comments Accepted in NeurIPS 2022; Project website: https://cshizhe.github.io/projects/vil3dref.html

2209.01319 2022-09-07 cs.RO cs.HC 78%

Kinova Gemini: Interactive Robot Grasping with Visual Reasoning and Conversational AI

Hanxiao Chen, Jiankun Wang, Max Q. -H. Meng

专题命中视觉空间推理：reasoning(title,abstract)

2206.09265 2022-06-23 cs.CV 78%

SAViR-T: Spatially Attentive Visual Reasoning with Transformers

Pritish Sahu, Kalliopi Basioti, Vladimir Pavlovic

专题命中视觉空间推理：reasoning(title,abstract)

2111.14576 2021-11-30 cs.CV 78%

Recurrent Vision Transformer for Solving Visual Reasoning Problems

Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi

专题命中视觉空间推理：reasoning(title,abstract)

2110.00910 2021-10-05 cs.RO cs.SY eess.SY 78%

AI based Algorithms of Path Planning, Navigation and Control for Mobile Ground Robots and UAVs

Jian Zhang

专题命中视觉空间推理：planning(title,abstract)

2107.06325 2021-07-15 cs.CV 78%

Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering

Rajat Koner, Hang Li, Marcel Hildebrandt, Deepan Das, Volker Tresp, Stephan Günnemann

专题命中视觉空间推理：reasoning(title,abstract)

Comments arXiv admin note: text overlap with arXiv:2007.01072

2007.06925 2020-07-15 cs.CV 78%

A Graph-based Interactive Reasoning for Human-Object Interaction Detection

Dongming Yang, Yuexian Zou

专题命中视觉空间推理：reasoning(title,abstract)

Comments Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence)

1. 视觉空间推理 3380 篇

Hierarchical Spatial Proximity Reasoning for Vision-and-Language Navigation

SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models

Structured Spatial Reasoning with Open Vocabulary Object Detectors

VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs

Can VLMs be used on videos for action recognition? LLMs are Visual Reasoning Coordinators

NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning

Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors

Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models

Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs

Vision-Language Model-based Physical Reasoning for Robot Liquid Perception

Question Aware Vision Transformer for Multimodal Reasoning

LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Multi-modal Large Language Model Enhanced Pseudo 3D Perception Framework for Visual Commonsense Reasoning

VCD: Visual Causality Discovery for Cross-Modal Question Reasoning

Interpretable Visual Question Answering via Reasoning Supervision

Spatial and Visual Perspective-Taking via View Rotation and Relation Reasoning for Embodied Reference Understanding

ICAR: Image-based Complementary Auto Reasoning

Grounding Object Relations in Language-Conditioned Robotic Manipulation with Semantic-Spatial Reasoning

KERM: Knowledge Enhanced Reasoning for Vision-and-Language Navigation

Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning

VQA and Visual Reasoning: An Overview of Recent Datasets, Methods and Challenges

SrTR: Self-reasoning Transformer with Visual-linguistic Knowledge for Scene Graph Generation

Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task

Language Conditioned Spatial Relation Reasoning for 3D Object Grounding

Kinova Gemini: Interactive Robot Grasping with Visual Reasoning and Conversational AI

SAViR-T: Spatially Attentive Visual Reasoning with Transformers

Recurrent Vision Transformer for Solving Visual Reasoning Problems

AI based Algorithms of Path Planning, Navigation and Control for Mobile Ground Robots and UAVs

Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering

A Graph-based Interactive Reasoning for Human-Object Interaction Detection