大模型推理能力 - arXivDaily 专题

2303.14389 2024-02-22 cs.CV 50%

MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer

Shanghua Gao, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan

专题命中推理评测：reasoning(abstract)

Comments Extension of ICCV 2023 work, source code: https://github.com/sail-sg/MDT

2305.10790 2024-02-21 eess.AS cs.SD 50%

Listen, Think, and Understand

Yuan Gong, Hongyin Luo, Alexander H. Liu, Leonid Karlinsky, James Glass

专题命中推理评测：reasoning(abstract)

Comments Accepted at ICLR 2024. Code, dataset, and models are available at https://github.com/YuanGongND/ltu. The interactive demo is at https://huggingface.co/spaces/yuangongfdu/ltu

2401.15843 2024-01-30 cs.SE 50%

APIGen: Generative API Method Recommendation

Yujia Chen, Cuiyun Gao, Muyijie Zhu, Qing Liao, Yong Wang, Guoai Xu

专题命中推理评测：reasoning(abstract)

Comments To appear in the proceedings of the 31st IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2024)

2311.00423 2024-01-09 cs.IR 50%

LLMRec: Large Language Models with Graph Augmentation for Recommendation

Wei Wei, Xubin Ren, Jiabin Tang, Qinyong Wang, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang

专题命中推理评测：reasoning(abstract)

Comments WSDM 2024 Oral Presentation

2401.01735 2024-01-04 cs.GT 50%

Economics Arena for Large Language Models

Shangmin Guo, Haoran Bu, Haochuan Wang, Yi Ren, Dianbo Sui, Yuming Shang, Siting Lu

专题命中推理评测：reasoning(abstract)

2312.13108 2024-01-02 cs.CV 50%

ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation

Difei Gao, Lei Ji, Zechen Bai, Mingyu Ouyang, Peiran Li, Dongxing Mao, Qinchen Wu, Weichen Zhang, Peiyi Wang, Xiangwu Guo, Hengxu Wang, Luowei Zhou, Mike Zheng Shou

专题命中推理评测：reasoning(abstract)

Comments Project Page: https://showlab.github.io/assistgui/

2312.11146 2023-12-25 cs.CV 50%

OsmLocator: locating overlapping scatter marks with a non-training generative perspective

Yuming Qiu, Aleksandra Pizurica, Qi Ming, Nicolas Nadisic

专题命中推理评测：reasoning(abstract)

Comments 22pages

2310.13255 2023-12-08 cs.CV 50%

Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds

Sipeng Zheng, Jiazheng Liu, Yicheng Feng, Zongqing Lu

专题命中推理评测：planning(abstract)

Comments 19 pages, 19 figures

2312.01800 2023-12-05 cs.CV 50%

Collaborative Neural Painting

Nicola Dall'Asen, Willi Menapace, Elia Peruzzo, Enver Sangineto, Yiming Wang, Elisa Ricci

专题命中推理评测：planning(abstract)

Comments Submitted to Computer Vision and Image Understanding, project website at https://fodark.github.io/collaborative-neural-painting/

2311.18445 2023-12-01 cs.CV 50%

VTimeLLM: Empower LLM to Grasp Video Moments

Bin Huang, Xin Wang, Hong Chen, Zihan Song, Wenwu Zhu

专题命中推理评测：reasoning(abstract)

2311.14580 2023-11-27 cs.CV 50%

Large Language Models as Automated Aligners for benchmarking Vision-Language Models

Yuanfeng Ji, Chongjian Ge, Weikai Kong, Enze Xie, Zhengying Liu, Zhengguo Li, Ping Luo

专题命中推理评测：reasoning(abstract)

2311.11865 2023-11-21 cs.CV 50%

VLM-Eval: A General Evaluation on Video Large Language Models

Shuailin Li, Yuang Zhang, Yucheng Zhao, Qiuyue Wang, Fan Jia, Yingfei Liu, Tiancai Wang

专题命中推理评测：reasoning(abstract)

2307.04858 2023-11-14 cs.HC cs.CV q-bio.NC 50%

AmadeusGPT: a natural language interface for interactive animal behavioral analysis

Shaokai Ye, Jessy Lauer, Mu Zhou, Alexander Mathis, Mackenzie W. Mathis

专题命中推理评测：reasoning(abstract)

Comments demo available https://github.com/AdaptiveMotorControlLab/AmadeusGPT

Journal ref Published in Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS) 2023

2311.04726 2023-11-09 cs.CV 50%

Social Motion Prediction with Cognitive Hierarchies

Wentao Zhu, Jason Qin, Yuke Lou, Hang Ye, Xiaoxuan Ma, Hai Ci, Yizhou Wang

专题命中推理评测：planning(abstract)

Comments NeurIPS 2023

2311.02007 2023-11-06 cs.CV cs.RO 50%

Towards Unsupervised Object Detection From LiDAR Point Clouds

Lunjun Zhang, Anqi Joyce Yang, Yuwen Xiong, Sergio Casas, Bin Yang, Mengye Ren, Raquel Urtasun

专题命中推理评测：planning(abstract)

Comments CVPR 2023

2305.03689 2023-11-06 cs.CV 50%

COLA: A Benchmark for Compositional Text-to-image Retrieval

Arijit Ray, Filip Radenovic, Abhimanyu Dubey, Bryan A. Plummer, Ranjay Krishna, Kate Saenko

专题命中推理评测：reasoning(abstract)

Comments Accepted to NeurIPS 2023. Webpage: https://cs-people.bu.edu/array/research/cola/

2311.01444 2023-11-03 cs.CV cs.RO 50%

LabelFormer: Object Trajectory Refinement for Offboard Perception from LiDAR Point Clouds

Anqi Joyce Yang, Sergio Casas, Nikita Dvornik, Sean Segal, Yuwen Xiong, Jordan Sir Kwang Hu, Carter Fang, Raquel Urtasun

专题命中推理评测：reasoning(abstract)

Comments 20 pages, 8 figures, 7 tables

Journal ref CoRL 2023

2309.01957 2023-10-31 cs.DB 50%

Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data

Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou

专题命中推理评测：reasoning(abstract)

Comments 10 pages, 7 figures

Journal ref 2023 IEEE International Conference on Big Data

2310.02569 2023-10-18 cs.CV 50%

ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks

Zejun Li, Ye Wang, Mengfei Du, Qingwen Liu, Binhao Wu, Jiwen Zhang, Chengxing Zhou, Zhihao Fan, Jie Fu, Jingjing Chen, Xuanjing Huang, Zhongyu Wei

专题命中推理评测：reasoning(abstract)

Comments 38 pages, 11 figures, 24 tables

2310.07438 2023-10-12 cs.CV cs.RO 50%

DESTINE: Dynamic Goal Queries with Temporal Transductive Alignment for Trajectory Prediction

Rezaul Karim, Soheil Mohamad Alizadeh Shabestary, Amir Rasouli

专题命中推理评测：reasoning(abstract)

Comments 6 tables 4 figures

2309.14320 2023-09-26 cs.RO 50%

MUTEX: Learning Unified Policies from Multimodal Task Specifications

Rutav Shah, Roberto Martín-Martín, Yuke Zhu

专题命中推理评测：reasoning(abstract)

Comments Accepted at 7th Conference on Robot Learning (CoRL 2023), Atlanta, USA

2309.14203 2023-09-26 cs.CV 50%

Detecting and Grounding Multi-Modal Media Manipulation and Beyond

Rui Shao, Tianxing Wu, Jianlong Wu, Liqiang Nie, Ziwei Liu

专题命中推理评测：reasoning(abstract)

Comments Extension of our CVPR 2023 paper: arXiv:2304.02556 Code: https://github.com/rshaojimmy/MultiModal-DeepFake

2309.10475 2023-09-26 cs.CV 50%

LineMarkNet: Line Landmark Detection for Valet Parking

Zizhang Wu, Yuanzhu Gan, Tianhao Xu, Rui Tang, Jian Pu

专题命中推理评测：reasoning(abstract)

Comments 29 pages, 12 figures

2309.04573 2023-09-14 cs.CV 50%

Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation

Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone

专题命中推理评测：reasoning(abstract)

Comments 16 pages. arXiv admin note: substantial text overlap with arXiv:2307.13316

2309.02721 2023-09-08 cs.RO cs.HC 50%

Gesture-Informed Robot Assistance via Foundation Models

Li-Heng Lin, Yuchen Cui, Yilun Hao, Fei Xia, Dorsa Sadigh

专题命中推理评测：reasoning(abstract)

Comments CoRL 2023

2302.04476 2023-09-04 cs.CV 50%

Towards Geospatial Foundation Models via Continual Pretraining

Matias Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen

专题命中推理评测：planning(abstract)

Comments ICCV 2023

2212.01241 2023-08-30 cs.PF 50%

MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications

Cheng Xu, Xiaofeng Hou, Jiacheng Liu, Chao Li, Tianhao Huang, Xiaozhi Zhu, Mo Niu, Lingyu Sun, Peng Tang, Tongqiao Xu, Kwang-Ting Cheng, Minyi Guo

专题命中推理评测：reasoning(abstract)

2308.14052 2023-08-29 cs.CV 50%

MM-AU:Towards Multimodal Understanding of Advertisement Videos

Digbalay Bose, Rajat Hebbar, Tiantian Feng, Krishna Somandepalli, Anfeng Xu, Shrikanth Narayanan

专题命中推理评测：reasoning(abstract)

Comments Accepted to ACM Multimedia 2023

2104.05519 2023-08-22 cs.CV 50%

Cloth Interactive Transformer for Virtual Try-On

Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Philip H. S. Torr, Nicu Sebe

专题命中推理评测：reasoning(abstract)

Comments 16 pages, 7 figures, Accepted by ACM ToMM in 2023

2308.05177 2023-08-11 cs.SE cs.PL 50%

Fixing Rust Compilation Errors using LLMs

Pantazis Deligiannis, Akash Lal, Nikita Mehrotra, Aseem Rastogi

专题命中推理评测：reasoning(abstract)

1. 推理评测 10577 篇

MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer

Listen, Think, and Understand

APIGen: Generative API Method Recommendation

LLMRec: Large Language Models with Graph Augmentation for Recommendation

Economics Arena for Large Language Models

ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation

OsmLocator: locating overlapping scatter marks with a non-training generative perspective

Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds

Collaborative Neural Painting

VTimeLLM: Empower LLM to Grasp Video Moments

Large Language Models as Automated Aligners for benchmarking Vision-Language Models

VLM-Eval: A General Evaluation on Video Large Language Models

AmadeusGPT: a natural language interface for interactive animal behavioral analysis

Social Motion Prediction with Cognitive Hierarchies

Towards Unsupervised Object Detection From LiDAR Point Clouds

COLA: A Benchmark for Compositional Text-to-image Retrieval

LabelFormer: Object Trajectory Refinement for Offboard Perception from LiDAR Point Clouds

Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data

ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks

DESTINE: Dynamic Goal Queries with Temporal Transductive Alignment for Trajectory Prediction

MUTEX: Learning Unified Policies from Multimodal Task Specifications

Detecting and Grounding Multi-Modal Media Manipulation and Beyond

LineMarkNet: Line Landmark Detection for Valet Parking

Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation

Gesture-Informed Robot Assistance via Foundation Models

Towards Geospatial Foundation Models via Continual Pretraining

MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications

MM-AU:Towards Multimodal Understanding of Advertisement Videos

Cloth Interactive Transformer for Virtual Try-On

Fixing Rust Compilation Errors using LLMs