视觉大模型 / VLM

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

How to build your own ASP-based system?!

Roland Kaminski, Javier Romero, Torsten Schaub, Philipp Wanko

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

Comments 68 pages, under consideration in Theory and Practice of Logic Programming (TPLP)

Bounds all around: training energy-based models with bidirectional bounds

Cong Geng, Jia Wang, Zhiyong Gao, Jes Frellsen, Søren Hauberg

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

Comments This paper has been accepted by NeurIPS 2021

Efficient Multi-Modal Embeddings from Structured Data

Anita L. Verő, Ann Copestake

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

Comments 5 pages, 5 pages of appendix, 7 figures

Mixing between the Cross Entropy and the Expectation Loss Terms

Barak Battash, Lior Wolf, Tamir Hazan

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

Comments 8 pages, 3 figures

Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers

Stella Frank, Emanuele Bugliarello, Desmond Elliott

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

Comments EMNLP 2021

Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy

Donghoon Lee, Sadegh R Alam, Jue Jiang, Pengpeng Zhang, Saad Nadeem, Yu-Chi Hu

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

Comments Medical Physics 2021, Saad Nadeem and Yu-Chi Hu contributed equally

Distributed Attention for Grounded Image Captioning

Nenglun Chen, Xingjia Pan, Runnan Chen, Lei Yang, Zhiwen Lin, Yuqiang Ren, Haolei Yuan, Xiaowei Guo, Feiyue Huang, Wenping Wang

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

Comments mm21

Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image

Weicheng Kuo, Anelia Angelova, Tsung-Yi Lin, Angela Dai

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

Comments To appear at ICCV 2021(IEEE/CVF International Conference on Computer Vision)

Neural Twins Talk

Zanyar Zohourianshahzadi, Jugal Kumar Kalita

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

Journal ref Proceeding of 2020 IEEE International Conference on Humanized Computing and Communication with Artificial Intelligence (HCCAI)