多模态大模型

Generating Compositional Color Representations from Text

Paridhi Maheshwari, Nihal Jain, Praneetha Vaddamanu, Dhananjay Raut, Shraiysh Vaishay, Vishwa Vinay

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted as a full paper at CIKM 2021

DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval

Aichun Zhu, Zijie Wang, Yifeng Li, Xili Wan, Jing Jin, Tian Wang, Fangqiang Hu, Gang Hua

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Comments Accepted by ACM MM'21

Zero Shot on the Cold-Start Problem: Model-Agnostic Interest Learning for Recommender Systems

Philip J. Feng, Pingjun Pan, Tingting Zhou, Hongxiang Chen, Chuanjiang Luo

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.AI

Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation

Keumgang Cha, Junghoon Seo, Yeji Choi

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Comments To be appeared in IEEE GRSL. DOI to be updated

Data-driven Smart Ponzi Scheme Detection

Yuzhi Liang, Weijing Wu, Kai Lei, Feiyang Wang

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.AI

Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch

Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted to the 1st Workshop on Sketching for Human Expressivity (SHE), at ICCV 2021

Two-pronged Strategy: Lightweight Augmented Graph Network Hashing for Scalable Image Retrieval

Hui Cui, Lei Zhu, Jingjing Li, Zhiyong Cheng, Zheng Zhang

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.MM

Deep Random Projection Outlyingness for Unsupervised Anomaly Detection

Martin Bauw, Santiago Velasco-Forero, Jesus Angulo, Claude Adnet, Olivier Airiau

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.AI

Fast Multi-Step Critiquing for VAE-based Recommender Systems

Diego Antognini, Boi Faltings

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.AI

Comments Accepted at RecSys 2021. 19 pages, 7 figures, 5 tables

A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification

Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Xinwang Liu, Bin Hu

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). Journal version of https://www.ijcai.org/proceedings/2020/0125 (IJCAI 2020). Codes are available at https://github.com/Kali-Hac/Locality-Awareness-SGE. arXiv admin note: text overlap with arXiv:2008.09435

Blind Image Super-Resolution via Contrastive Representation Learning

Jiahui Zhang, Shijian Lu, Fangneng Zhan, Yingchen Yu

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval

Zhipeng Wang, Hao Wang, Jiexi Yan, Aming Wu, Cheng Deng

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted to IJCAI 2021

Modeling Social Readers: Novel Tools for Addressing Reception from Online Book Reviews

Pavan Holur, Shadi Shahsavari, Ehsan Ebrahimzadeh, Timothy R. Tangherlini, Vwani Roychowdhury

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CL

GeoWINE: Geolocation based Wiki, Image,News and Event Retrieval

Golsa Tahmasebzadeh, Endri Kacupaj, Eric Müller-Budack, Sherzod Hakimov, Jens Lehmann, Ralph Ewerth

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.MM

Comments Accepted for publication in: International ACM SIGIR Conference on Research and Development in Information Retrieval 2021

CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval

Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted in Journal of Image and Vision Computing

DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction

Xingyao Zhang, Cao Xiao, Lucas M. Glass, Jimeng Sun

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.AI

Comments accepted by The World Wide Web Conference 2020

Scene Text Retrieval via Joint Text Detection and Similarity Learning

Hao Wang, Xiang Bai, Mingkun Yang, Shenggao Zhu, Jing Wang, Wenyu Liu

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted to CVPR 2021. Code is available at: https://github.com/lanfeng4659/STR-TDSL

StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval

Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021

Wasserstein Contrastive Representation Distillation

Liqun Chen, Dong Wang, Zhe Gan, Jingjing Liu, Ricardo Henao, Lawrence Carin

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted by CVPR 2021

More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval

Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yongxin Yang, Tao Xiang, Yi-Zhe Song

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 Code : https://github.com/AyanKumarBhunia/semisupervised-FGSBIR

Visual Grounding Strategies for Text-Only Natural Language Processing

Damien Sileo

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CL

Comments Accepted at LANTERN2021

Global-Local Propagation Network for RGB-D Semantic Segmentation

Sihan Chen, Xinxin Zhu, Wei Liu, Xingjian He, Jing Liu

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding

Yunze Liu, Li Yi, Shanghang Zhang, Qingnan Fan, Thomas Funkhouser, Hao Dong

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution

Theophraste Henry, Alexandre Carre, Marvin Lerousseau, Theo Estienne, Charlotte Robert, Nikos Paragios, Eric Deutsch

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Comments BraTS 2020 proceedings (LNCS) paper

UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis

George-Alexandru Vlad, George-Eduard Zaharia, Dumitru-Clementin Cercel, Costin-Gabriel Chiru, Stefan Trausan-Matu

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CL

Comments Accepted at SemEval-2020, 7 pages, 1 figure, 2 tables

CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations

Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CL

Comments Corrected typos

GraphMDN: Leveraging graph structure and deep learning to solve inverse problems

Tuomas P. Oikarinen, Daniel C. Hannah, Sohrob Kazerounian

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.AI

KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue

Xiaoze Jiang, Siyi Du, Zengchang Qin, Yajing Sun, Jing Yu

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted by the 28th ACM International Conference on Multimedia (ACM MM 2020), Oral

Symbiotic Adversarial Learning for Attribute-based Person Search

Yu-Tong Cao, Jingya Wang, Dacheng Tao

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments 17 pages, 5 figures. Accepted to ECCV2020

Sketch-Guided Object Localization in Natural Images

Aditay Tripathi, Rajath R Dani, Anand Mishra, Anirban Chakraborty

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments ECCV 2020 accepted