视觉大模型 / VLM

Open Vocabulary Object Detection with Pseudo Bounding-Box Labels

Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV

Comments ECCV 2022

Representation and Synthesis of C++ Programs for Generalized Planning

Javier Segovia-Aguas, Yolanda E-Martín, Sergio Jiménez

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Comments Accepted at sixth workshop on Generalization in Planning at IJCAI-ECAI 2022

Do Trajectories Encode Verb Meaning?

Dylan Ebert, Chen Sun, Ellie Pavlick

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Comments NAACL 2022

Learning Symbolic Operators: A Neurosymbolic Solution for Autonomous Disassembly of Electric Vehicle Battery

Yidong Du, Wenshuo Wang, Zhigang Wang, Hua Yang, Haitao Wang, Yinghao Cai, Ming Chen

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Self-Promoted Supervision for Few-Shot Transformer

Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Comments Code is available at https://github.com/DongSky/few-shot-vit

Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding

Xun Long Ng, Kian Eng Ong, Qichen Zheng, Yun Ni, Si Yong Yeo, Jun Liu

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Comments Accepted by CVPR2022 (Oral). Dataset: https://sutdcv.github.io/Animal-Kingdom

OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

Peng Wang, An Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, Hongxia Yang

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Comments Accepted at ICML2022

Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts

Yan Zeng, Xinsong Zhang, Hang Li

专题命中 视觉定位与Grounding ：VLM(abstract)；分类 cs.CV

Comments ICML 2022

Language Models Can See: Plugging Visual Controls in Text Generation

Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Comments 21 pages, 5 figures, 5 tables; (v2 adds some experimental details)

Learning to Ground Visual Objects for Visual Dialog

Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Comments Findings of the Association for Computational Linguistics: EMNLP 2021

Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation

Deeksha Varshney, Akshara Prabhakar, Asif Ekbal

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Contrastive Language-Action Pre-training for Temporal Localization

Mengmeng Xu, Erhan Gundogdu, Maksim Lapin, Bernard Ghanem, Michael Donoser, Loris Bazzani

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Comments 18 pages, 4 figures

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters

Yan Xu, Etsuko Ishii, Samuel Cahyawijaya, Zihan Liu, Genta Indra Winata, Andrea Madotto, Dan Su, Pascale Fung

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Comments The first two authors contribute equally; Accepted in ACL 2022 DialDoc Workshop (Best Student Paper Award)

Decoupling Zero-Shot Semantic Segmentation

Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV

Comments Accepted by CVPR 2022

Automated Isovist Computation for Minecraft

Jean-Baptiste Hervé, Christoph Salge

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

On Explaining Multimodal Hateful Meme Detection Models

Ming Shan Hee, Roy Ka-Wei Lee, Wen-Haw Chong

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Translating Images into Maps

Avishkar Saha, Oscar Mendez Maldonado, Chris Russell, Richard Bowden

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Comments Accepted to ICRA 2022

Probing Factually Grounded Content Transfer with Factual Ablation

Peter West, Chris Quirk, Michel Galley, Yejin Choi

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Towards Abstractive Grounded Summarization of Podcast Transcripts

Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Are You Smarter Than a Random Expert? The Robust Aggregation of Substitutable Signals

Eric Neyman, Tim Roughgarden

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.LG

Comments 23 pages, 2 figures

Masked prediction tasks: a parameter identifiability view

Bingbin Liu, Daniel Hsu, Pradeep Ravikumar, Andrej Risteski

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.LG

On Guiding Visual Attention with Language Specification

Suzanne Petryk, Lisa Dunlap, Keyan Nasseri, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Comments 14 pages, 9 figures

A Fair Comparison of Graph Neural Networks for Graph Classification

Federico Errica, Marco Podda, Davide Bacciu, Alessio Micheli

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.LG

Comments Extended version of the paper published at the International Conference on Learning Representations (ICLR), 2020. Additional results are shown in the appendix

Intuitive Physics Guided Exploration for Sample Efficient Sim2real Transfer

Buddhika Laknath Semage, Thommen George Karimpanal, Santu Rana, Svetha Venkatesh

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.LG

A Knowledge-driven Business Process Analysis Canvas

Michele Missikoff

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Comments 15 pages, 3 fugures, 4 tables

LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach

Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya Takamura, Qi Wu

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs

Dinesh Raghu, Shantanu Agarwal, Sachindra Joshi, Mausam

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.LG

Comments This is a Post-EMNLP Version that contains results on the new hidden test set. D.Raghu and S.Agarwal contributed equally to this work

Probabilistic Contrastive Loss for Self-Supervised Learning

Shen Li, Jianqing Xu, Bryan Hooi

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.LG

Semantically Grounded Object Matching for Robust Robotic Scene Rearrangement

Walter Goodwin, Sagar Vaze, Ioannis Havoutis, Ingmar Posner

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV

Comments 8 pages, 5 figures

Text-based Localization of Moments in a Video Corpus

Sudipta Paul, Niluthpol Chowdhury Mithun, Amit K. Roy-Chowdhury

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV