Embedding
Embedding
-
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Represenation_Learning
Regularization
Contrastive_Learning
Relation
PDF
-
Mushroom image recognition and distance generation based on attention-mechanism model and genetic information
Wenbin Liao, Jiewen Xiao, Chengbo Zhao, Yonggong Han, ZhiJie Geng, Jianxin Wang, Yihua Yang
arXiv_CV
arXiv_CV
Embedding
Recognition
Knowledge
Pose
Classification
Attention
PDF
-
Center-Embedding and Constituency in the Brain and a New Characterization of Context-Free Languages
Daniel Mitropolsky, Adiba Ejaz, Mirah Shi, Mihalis Yannakakis, Christos H. Papadimitriou
arXiv_CL
arXiv_CL
Embedding
GAN
PDF
-
A Representation Learning Framework for Property Graphs
Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Classification
Prediction
Recommendation
PDF
-
Kernel Attention Transformer for Histopathology Whole Slide Image Classification
Yushan Zheng, Jun Li, Jun Shi, Fengying Xie, Zhiguo Jiang
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Classification
Attention
Image_Classification
PDF
-
Sequence-level Speaker Change Detection with Difference-based Continuous Integrate-and-fire
Zhiyun Fan, Linhao Dong, Meng Cai, Zejun Ma, Bo Xu
arXiv_SD
arXiv_SD
Embedding
Pose
Action
Detection
PDF
-
Extended U-Net for Speaker Verification in Noisy Environments
Ju-ho Kim, Jungwoo Heo, Hye-jin Shim, Ha-Jin Yu
arXiv_SD
arXiv_SD
Embedding
Enhancement
Speech
Pose
Denoising
PDF
-
Towards Harnessing Feature Embedding for Robust Learning with Noisy Labels
Chuang Zhang, Li Shen, Jian Yang, Chen Gong
arXiv_AI
arXiv_AI
Embedding
Pose
Deep_Learning
Prediction
PDF
-
Speak Like a Professional: Increasing Speech Intelligibility by Mimicking Professional Announcer Voice with Voice Conversion
Tuan Vu Ho, Maori Kobayashi, Masato Akagi
arXiv_SD
arXiv_SD
Embedding
Enhancement
Speech
Pose
PDF
-
Contextual embedding and model weighting by fusing domain knowledge on Biomedical Question Answering
Yuxuan Lu, Jingya Yan, Zhixuan Qi, Zhongzheng Ge, Yongping Du
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Bert
Knowledge
Pose
Medical
QA
PDF
-
Transport-Oriented Feature Aggregation for Speaker Embedding Learning
Yusheng Tian, Jingyu Li, Tan Lee
arXiv_SD
arXiv_SD
Embedding
Pose
Attention
PDF
-
Semantic Role Aware Correlation Transformer for Text to Video Retrieval
Burak Satar, Hongyuan Zhu, Xavier Bresson, Joo Hwee Lim
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Relation
Attention
Video_Retrieval
Matching
PDF
-
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval
Burak Satar, Hongyuan Zhu, Hanwang Zhang, Joo Hwee Lim
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Relation
Attention
Video_Retrieval
PDF
-
Protoformer: Embedding Prototypes for Transformers
Ashkan Farhangi, Ning Sui, Nan Hua, Haiyan Bai, Arthur Huang, Zhishan Guo
arXiv_CL
arXiv_CL
Transformer
Embedding
Text_Classification
Pose
Classification
PDF
-
Language Models as Knowledge Embeddings
Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Contrastive_Learning
Classification
Relation
Language_Model
Prediction
PDF
-
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis
Yihan Wu, Xi Wang, Shaofei Zhang, Lei He, Ruihua Song, Jian-Yun Nie
arXiv_AI
arXiv_AI
Transformer
Embedding
Represenation_Learning
Speech
Self-Supervised
Pose
Emotion
Contrastive_Learning
Prediction
PDF
-
Probing Causes of Hallucinations in Neural Machine Translations
Jianhao Yan, Fandong Meng, Jie Zhou
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
Attention
PDF
-
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings
Arjun Majumdar, Gunjan Aggarwal, Bhavika Devnani, Judy Hoffman, Dhruv Batra
arXiv_CV
arXiv_CV
Embedding
3D
Zero-Shot
PDF
-
QAGAN: Adversarial Approach To Learning Domain Invariant Language Features
Shubham Shrivastava, Kaiyue Wang
arXiv_CL
arXiv_CL
Transformer
Embedding
Adversarial
GAN
Language_Model
Prediction
QA
PDF
-
Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users
Akhter Al Amin, Saad Hassan, Cecilia O. Alm, Matt Huenerfauth
arXiv_CL
arXiv_CL
Embedding
Bert
Classification
Relation
Caption
Language_Model
PDF
-
Prosody Cloning in Zero-Shot Multispeaker Text-to-Speech
Florian Lux, Julia Koch, Ngoc Thang Vu
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Speech
Pose
PDF
-
Geometry Interaction Knowledge Graph Embeddings
Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Action
Relation
Inference
Prediction
Matching
PDF
-
Approximating 1-Wasserstein Distance with Trees
Makoto Yamada, Yuki Takezawa, Ryoma Sato, Han Bao, Zornitsa Kozareva, Sujith Ravi
arXiv_AI
arXiv_AI
Embedding
Pose
PDF
-
Deep embedded clustering algorithm for clustering PACS repositories
Teo Manojlović, Matija Milanič, Ivan Štajduhar
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Unsupervised
Action
Medical
CNN
PDF
-
BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping
Gasser Elbanna, Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Karl El Hajal, Milos Cernak
arXiv_SD
arXiv_SD
Transformer
Embedding
Scene_Classification
Speech
Self-Supervised
Pose
Classification
Detection
CNN
PDF
-
Comparing supervised and self-supervised embedding for ExVo Multi-Task learning track
Tilak Purohit, Imen Ben Mahmoud, Bogdan Vlasenko, Mathew Magimai.-Doss
arXiv_SD
arXiv_SD
Embedding
Self-Supervised
Emotion
Face
Classification
Prediction
PDF
-
CoSP: Co-supervised pretraining of pocket and ligand
Zhangyang Gao, Cheng Tan, Lirong Wu, Stan Z. Li
arXiv_AI
arXiv_AI
Embedding
3D
Knowledge
Pose
Contrastive_Learning
Action
Attention
GAN
Prediction
Matching
PDF
-
The SJTU X-LANCE Lab System for CNSRC 2022
Zhengyang Chen, Bei Liu, Bing Han, Leying Zhang, Yanmin Qian
arXiv_SD
arXiv_SD
Embedding
PDF
-
Warped Convolution Networks for Homography Estimation
Xinrui Zhan, Yang Li, Wenyu Liu, Jianke Zhu
arXiv_CV
arXiv_CV
Embedding
Pose
Classification
Relation
GAN
PDF
-
Pruned RNN-T for fast, memory-efficient ASR training
Fangjun Kuang, Liyong Guo, Wei Kang, Long Lin, Mingshuang Luo, Zengwei Yao, Daniel Povey
arXiv_AI
arXiv_AI
Embedding
Recognition
RNN
Speech
Speech_Recognition
PDF
-
Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content
Chia-Hsuan Chang, Lei Wang, Christopher C. Yang
arXiv_CL
arXiv_CL
Embedding
Recognition
Pose
Medical
PDF
-
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon
Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Salah Zaiem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux
arXiv_CL
arXiv_CL
Segmentation
Embedding
Weakly_Supervised
Speech
Language_Model
PDF
-
Multi-View Clustering for Open Knowledge Base Canonicalization
Wei Shen, Yang Yang, Yinan Liu
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Optimization
Knowledge
Pose
Action
Relation
PDF
-
Heterogeneous Graph Neural Networks for Software Effort Estimation
Hung Phan, Ali Jannesari
arXiv_AI
arXiv_AI
Embedding
Pose
Deep_Learning
PDF
-
A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement
Or Tal, Moshe Mandel, Felix Kreuk, Yossi Adi
arXiv_SD
arXiv_SD
Embedding
Enhancement
Recognition
Optimization
Regularization
Speech
Self-Supervised
Speech_Recognition
PDF
-
Evaluation of Embedding Models for Automatic Extraction and Classification of Acknowledged Entities in Scientific Documents
Nina Smirnova, Philipp Mayr
arXiv_CL
arXiv_CL
Embedding
Recognition
Knowledge
Action
Classification
PDF
-
A method for ethical AI in Defence: A case study on developing trustworthy autonomous systems
Tara Roberson, Stephen Bornstein, Rain Liivoja, Simon Ng, Jason Scholz, S. Kate Devitt
arXiv_AI
arXiv_AI
Embedding
Autonomous
PDF
-
Don't Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information
Tomasz Limisiewicz, David Mareček
arXiv_AI
arXiv_AI
Embedding
Relation
Language_Model
PDF
-
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images
Benjamin Hadwiger, Christian Riess
arXiv_CV
arXiv_CV
Embedding
Pose
Detection
Object_Detection
PDF
-
TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning
Jiachen Zhu, Rafael M. Moraes, Serkan Karakulak, Vlad Sobol, Alfredo Canziani, Yann LeCun
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
PDF
-
Multi-level Domain Adaptation for Lane Detection
Chenguang Li, Boheng Zhang, Jia Shi, Guangliang Cheng
arXiv_CV
arXiv_CV
Embedding
Pose
Detection
Autonomous
PDF
-
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification
Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah, Marco Rolandi, Marcella Gomez, Narges Norouzi
arXiv_AI
arXiv_AI
Embedding
Tracking
Self-Supervised
Pose
Classification
Medical
PDF
-
Neural Moving Horizon Estimation for Robust Flight Control
Bingheng Wang, Zhengtian Ma, Shupeng Lai, Lin Zhao
arXiv_RO
arXiv_RO
Embedding
Tracking
Pose
PDF
-
Human-in-the-loop Speaker Adaptation for DNN-based Multi-speaker TTS
Kenta Udagawa, Yuki Saito, Hiroshi Saruwatari
arXiv_SD
arXiv_SD
Embedding
Optimization
Speech
Pose
PDF
-
Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning
Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi
arXiv_CV
arXiv_CV
Embedding
Represenation_Learning
Pose
Contrastive_Learning
Detection
Relation
PDF
-
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning
Hidetaka Kamigaito, Katsuhiko Hayashi
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Knowledge
Knowledge_Graph
Pose
PDF
-
General Framework for Reversible Data Hiding in Texts Based on Masked Language Modeling
Xiaoyan Zheng, Yurun Fang, Hanzhou Wu
arXiv_CL
arXiv_CL
Embedding
Pose
Language_Model
PDF
-
Quantum machine learning channel discrimination
Andrey Kardashin, Anna vlasova, Anastasia Pervishko, Dmitry Yudin, Jacob Biamonte
arXiv_AI
arXiv_AI
Embedding
Classification
PDF
-
Gait Cycle Reconstruction and Human Identification from Occluded Sequences
Abhishek Paul, Manav Mukesh Jain, Jinesh Jain, Pratik Chattopadhyay
arXiv_CV
arXiv_CV
Surveillance
Reconstruction
Embedding
Recognition
Gait_Recognition
RNN
Pose
CNN
Prediction
PDF
-
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval
Guile Wu, Chao Zhang, Stephan Liwicki
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Quantization
Image_Retrieval
Regularization
Self-Supervised
Pose
Contrastive_Learning
PDF
-
FoR$^2$M: Recognition and Repair of Foldings in Mesh Surfaces. Application to 3D Object Degradation
K. Sfikas, P. Perakis, T. Theoharis
arXiv_CV
arXiv_CV
Embedding
Recognition
3D
Pose
Face
Detection
PDF
-
Misspelling Semantics In Thai
Pakawat Nakwijit, Matthew Purver
arXiv_CL
arXiv_CL
Embedding
Sentiment
PDF
-
Extracting Fast and Slow: User-Action Embedding with Inter-temporal Information
Akira Matsui, Emilio Ferrara
arXiv_AI
arXiv_AI
Embedding
Pose
Action
PDF
-
EEML: Ensemble Embedded Meta-learning
Geng Li, Boyuan Ren, Hongzhi Wang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Few-Shot
GAN
Matching
PDF
-
REVECA -- Rich Encoder-decoder framework for Video Event CAptioner
Jaehyuk Heo, YongGi Jeong, Sunwoo Kim, Jaehee Kim, Pilsung Kang
arXiv_CV
arXiv_CV
Segmentation
Embedding
Semantic_Segmentation
Video_Caption
Attention
Caption
PDF
-
MANorm: A Normalization Dictionary for Moroccan Arabic Dialect Written in Latin Script
Randa Zarnoufi, Walid Bachri, Hamid Jaafar, Mounia Abik
arXiv_CL
arXiv_CL
Embedding
PDF
-
ToolTango: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
arXiv_RO
arXiv_RO
Embedding
Knowledge
Pose
Action
Relation
PDF
-
Attention-based Dynamic Subspace Learners for Medical Image Analysis
Sukesh Adiga V, Jose Dolz, Herve Lombaert
arXiv_CV
arXiv_CV
Segmentation
Embedding
Weakly_Supervised
Image_Retrieval
Pose
Classification
Attention
Medical
Recommendation
PDF
-
Intra-Instance VICReg: Bag of Self-Supervised Image Patch Embedding
Yubei Chen, Adrien Bardes, Zengyi Li, Yann LeCun
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Knowledge
Self-Supervised
Pose
PDF
-
niksss at HinglishEval: Language-agnostic BERT-based Contextual Embeddings with Catboost for Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish Text
Nikhil Singh
arXiv_CL
arXiv_CL
Embedding
Bert
Text_Generation
Prediction
PDF
-
Approximate Equivariance SO Needlet Convolution
Kai Yi, Jialin Chen, Yu Guang Wang, Bingxin Zhou, Pietro Liò, Yanan Fan, Jan Hamann
arXiv_AI
arXiv_AI
Reconstruction
Embedding
Pose
CNN
PDF
-
Improving Generalization of Metric Learning via Listwise Self-distillation
Zelong Zeng, Fan Yang, Zheng Wang, Shin'ichi Satoh
arXiv_CV
arXiv_CV
Embedding
Regularization
Knowledge
Pose
Relation
PDF
-
Language with Vision: a Study on Grounded Word and Sentence Embeddings
Hassan Shahmohammadi, Maria Heitmeier, Elnaz Shafaei-Bajestan, Hendrik P. A. Lensch, Harald Baayen
arXiv_CL
arXiv_CL
Embedding
Knowledge
PDF
-
Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs
Gabriel Amaral, Mārcis Pinnis, Inguna Skadiņa, Odinaldo Rodrigues, Elena Simperl
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Matching
PDF
-
AggNet: Learning to Aggregate Faces for Group Membership Verification
Marzieh Gheisari, Javad Amirian, Teddy Furon, Laurent Amsaleg
arXiv_CV
arXiv_CV
Embedding
Recognition
Pose
Face
Face_Recognition
PDF
-
A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning
Siqu Long, Rina Cabral, Josiah Poon, Soyeon Caren Han
arXiv_CL
arXiv_CL
Embedding
Text_Classification
RNN
Quantitative
Classification
Deep_Learning
Detection
Attention
Language_Model
Prediction
PDF
-
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency
Xiang Zhang, Ziyuan Zhao, Theodoros Tsiligkaridis, Marinka Zitnik
arXiv_AI
arXiv_AI
Embedding
Recognition
Self-Supervised
Pose
Detection
Activity
PDF
-
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning
Matthew Gwilliam, Abhinav Shrivastava
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Classification
Prediction
PDF
-
Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition
Zhifu Gao, Shiliang Zhang, Ian McLoughlin, Zhijie Yan
arXiv_SD
arXiv_SD
Transformer
Embedding
Recognition
Speech
Pose
Speech_Recognition
Inference
Language_Model
PDF
-
Deep Learning Architecture for Automatic Essay Scoring
Tsegaye Misikir Tashu, Chandresh Kumar Maurya, Tomas Horvath
arXiv_AI
arXiv_AI
Embedding
RNN
Pose
Deep_Learning
CNN
PDF
-
TransDrift: Modeling Word-Embedding Drift using Transformer
Nishtha Madaan, Prateek Chaudhury, Nishant Kumar, Srikanta Bedathur
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Classification
Prediction
PDF
-
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children
Ilja Baumann, Dominik Wagner, Sebastian Bayerl, Tobias Bocklet
arXiv_SD
arXiv_SD
Embedding
Recognition
Speech
Pose
Classification
PDF
-
JU_NLP at HinglishEval: Quality Evaluation of the Low-Resource Code-Mixed Hinglish Text
Prantik Guha, Rudra Dhar, Dipankar Das
arXiv_CL
arXiv_CL
Embedding
RNN
Prediction
PDF
-
Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History
Yuto Nishimura, Yuki Saito, Shinnosuke Takamichi, Kentaro Tachibana, Hiroshi Saruwatari
arXiv_SD
arXiv_SD
Embedding
Speech
Self-Supervised
Pose
Attention
PDF
-
Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities
Xueliang Wang, Jiajun Chen, Feng Wu, Jie Wang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
PDF
-
PreCogIIITH at HinglishEval : Leveraging Code-Mixing Metrics & Language Model Embeddings To Estimate Code-Mix Quality
Prashant Kodali, Tanmay Sachan, Akshay Goindani, Anmol Goel, Naman Ahuja, Manish Shrivastava, Ponnurangam Kumaraguru
arXiv_AI
arXiv_AI
Embedding
Speech
Language_Model
PDF
-
DreamNet: A Deep Riemannian Network based on SPD Manifold Learning for Visual Classification
Rui Wang, Xiao-Jun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Pose
Classification
PDF
-
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models
Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song
arXiv_CL
arXiv_CL
Embedding
Optimization
Regularization
Knowledge
Pose
PDF
-
Technical Report for Argoverse2 Challenge 2022 -- Motion Forecasting Task
Chen Zhang, Honglin Sun, Chen Chen, Yandong Guo
arXiv_CV
arXiv_CV
Embedding
Pose
PDF
-
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan Hueser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gokhan Tur, Prem Natarajan
arXiv_AI
arXiv_AI
Embedding
Bert
Action
Classification
Inference
PDF
-
Masked Frequency Modeling for Self-Supervised Visual Pre-Training
Jiahao Xie, Wei Li, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy
arXiv_CV
arXiv_CV
Embedding
Restoration
Represenation_Learning
Self-Supervised
Relation
PDF
-
Masked Siamese ConvNets
Li Jing, Jiachen Zhu, Yann LeCun
arXiv_AI
arXiv_AI
Transformer
Embedding
Represenation_Learning
Knowledge
Self-Supervised
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence
Benjamin Wortman, James Z. Wang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Recognition
Emotion
Action
PDF
-
Contextualization and Generalization in Entity and Relation Extraction
Bruno Taillé
arXiv_AI
arXiv_AI
Embedding
Recognition
Pose
Face
Action
Relation
Relation_Extraction
Language_Model
Prediction
PDF
-
Zero-shot object goal visual navigation
Qianfan Zhao, Lu Zhang, Bin He, Hong Qiao, Zhiyong Liu
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Detection
PDF
-
Rethinking Generalization in Few-Shot Classification
Markus Hiller, Rongkai Ma, Mehrtash Harandi, Tom Drummond
arXiv_CV
arXiv_CV
Transformer
Embedding
Unsupervised
Optimization
Pose
Classification
Few-Shot
Inference
PDF
-
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework
Ahmed Mahran, Carlo Alessandro Borella, Konstantinos Perifanos
arXiv_AI
arXiv_AI
Transformer
Embedding
Knowledge
Classification
PDF
-
GraphFM: Improving Large-Scale GNN Training via Feature Momentum
Haiyang Yu, Limei Wang, Bokun Wang, Meng Liu, Tianbao Yang, Shuiwang Ji
arXiv_AI
arXiv_AI
Embedding
Pose
Classification
PDF
-
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable AMR Meaning Features
Juri Opitz, Anette Frank
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
Face
Relation
Language_Model
PDF
-
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents
Bolun "Namir" Xia, Vipula D. Rawte, Mohammed J. Zaki, Aparna Gupta
arXiv_CL
arXiv_CL
Embedding
Pose
Deep_Learning
Attention
Language_Model
Prediction
PDF
-
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Shashank Rajput, Michael Gira, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee
arXiv_CL
arXiv_CL
Embedding
Pose
Face
Classification
Language_Model
Prediction
Matching
PDF
-
Pixel-by-pixel Mean Opinion Score for No-Reference Image Quality Assessment
Wook-Hyung Kim, Cheul-hee Hahm, Anant Baijal, Namuk Kim, Ilhyun Cho, Jayoon Koo
arXiv_CV
arXiv_CV
Embedding
Pose
Prediction
QA
PDF
-
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
arXiv_CV
arXiv_CV
Embedding
Recognition
Classification
Deep_Learning
PDF
-
Self-Supervised Representation Learning With MUlti-Segmental Informational Coding
Chuang Niu, Ge Wang
arXiv_CV
arXiv_CV
Embedding
Represenation_Learning
Regularization
Self-Supervised
Pose
Contrastive_Learning
Classification
PDF
-
Transition-based Abstract Meaning Representation Parsing with Contextual Embeddings
Yichao Liang
arXiv_AI
arXiv_AI
Embedding
Bert
Pose
Language_Model
PDF
-
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure
Paul Novello, Thomas Fel, David Vigouroux
arXiv_CV
arXiv_CV
Embedding
Bert
Pose
Action
Detection
Object_Detection
PDF
-
TriMix: Virtual embeddings and self-consistency for self-supervised learning
Tariq Bdair, Hossam Abdelhamid, Nassir Navab, Shadi Albarqouni
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Pose
Attention
Medical
PDF
-
ATDN vSLAM: An all-through Deep Learning-Based Solution for Visual Simultaneous Localization and Mapping
Mátyás Szántó, György R. Bogár, László Vajta
arXiv_CV
arXiv_CV
Embedding
Pose
SLAM
Deep_Learning
Autonomous
PDF
-
Improvement of Serial Approach to Anomalous Sound Detection by Incorporating Two Binary Cross-Entropies for Outlier Exposure
Ibuki Kuroyanagi, Tomoki Hayashi, Kazuya Takeda, Tomoki Toda
arXiv_SD
arXiv_SD
Embedding
Pose
Action
Detection
PDF
-
Pixel to Binary Embedding Towards Robustness for CNNs
Ikki Kishida, Hideki Nakayama
arXiv_CV
arXiv_CV
Embedding
Adversarial
Pose
CNN
Prediction
PDF
-
SeATrans: Learning Segmentation-Assisted diagnosis model via Transforme
Junde Wu, Huihui Fang, Fangxin Shang, Dalu Yang, Zhaowei Wang, Jing Gao, Yehui Yang, Yanwu Xu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Knowledge
Pose
Action
Deep_Learning
Relation
PDF
-
Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition
A Arunkumar, Vrunda N Sukhadia, S. Umesh
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
-
Learning the Space of Deep Models
Gianluca Berardi, Luca De Luigi, Samuele Salti, Luigi Di Stefano
arXiv_CV
arXiv_CV
Embedding
3D
Optimization
Represenation_Learning
Classification
Deep_Learning
Image_Classification
PDF
-
Exploring Feature Self-relation for Self-supervised Transformer
Zhong-Yu Li, Shanghua Gao, Ming-Ming Cheng
arXiv_CV
arXiv_CV
Transformer
Embedding
Self-Supervised
Relation
Attention
CNN
PDF
-
Sentiment analysis on electricity twitter posts
Pardeep Kaur, Maryam Edalati
arXiv_CL
arXiv_CL
Embedding
Action
Classification
Sentiment
PDF
-
Zero-Shot Audio Classification using Image Embeddings
Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
arXiv_SD
arXiv_SD
Image_Caption
Embedding
Zero-Shot
Classification
Relation
PDF
-
Sort by Structure: Language Model Ranking as Dependency Probing
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
Language_Model
Prediction
PDF
-
Unsupervised Sentence Simplification via Dependency Parsing
Vy Vo, Weiqing Wang, Wray Buntine
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
PDF
-
Emoji-based Fine-grained Attention Network for Sentiment Analysis in the Microblog Comments
Deng Yang, Liu Kejian, Yang Cheng, Feng Yuanyuan, Li Weihao
arXiv_CL
arXiv_CL
Embedding
Bert
Sentiment_Classification
RNN
Pose
Emotion
Action
Classification
Sentiment
Attention
PDF
-
Feature-informed Embedding Space Regularization For Audio Classification
Yun-Ning Hung, Alexander Lerch
arXiv_SD
arXiv_SD
Embedding
Regularization
Pose
Classification
Inference
PDF
-
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning
Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Iriwn King
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Sketch
Pose
Contrastive_Learning
PDF
-
Joint Encoder-Decoder Self-Supervised Pre-training for ASR
Arunkumar A, Umesh S
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Speech
Self-Supervised
Pose
Speech_Recognition
Language_Model
Prediction
PDF
-
CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes
Kim Youwang, Kim Ji-Yeon, Tae-Hyun Oh
arXiv_AI
arXiv_AI
Embedding
3D
Optimization
Pose
Attention
Recommendation
PDF
-
Predicting Embedding Reliability in Low-Resource Settings Using Corpus Similarity Measures
Jonathan Dunn, Haipeng Li, Damian Sastre
arXiv_CL
arXiv_CL
Embedding
PDF
-
Language Identification for Austronesian Languages
Jonathan Dunn, Wikke Nijhof
arXiv_CL
arXiv_CL
Embedding
Detection
Prediction
PDF
-
Topic-Aware Evaluation and Transformer Methods for Topic-Controllable Summarization
Tatiana Passali, Grigorios Tsoumakas
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Summarization
PDF
-
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion
Aleksandar Pavlović (1), Emanuel Sallinger (1 and 2) ((1) TU Vienna (2) University of Oxford)
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Inference
PDF
-
Disentangled Ontology Embedding for Zero-shot Learning
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Ontology
Classification
Relation
Image_Classification
PDF
-
1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task
Zhiyong Wang, Ge Zhang, Nineli Lashkarashvili
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Matching
PDF
-
Metric Based Few-Shot Graph Classification
Donato Crisostomi, Simone Antonelli, Valentino Maiorca, Luca Moschella, Riccardo Marin, Emanuele Rodolà
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Face
Classification
Deep_Learning
Few-Shot
PDF
-
A Unified Model for Multi-class Anomaly Detection
Zhiyuan You, Lei Cui, Yujun Shen, Kai Yang, Xin Lu, Yu Zheng, Xinyi Le
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Unsupervised
Pose
Detection
Attention
CNN
PDF
-
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces
Timothee Mickus, Denis Paperno, Mathieu Constant
arXiv_CL
arXiv_CL
Transformer
Embedding
Quantitative
Attention
PDF
-
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
Lingchen Meng, Xiyang Dai, Yinpeng Chen, Pengchuan Zhang, Dongdong Chen, Mengchen Liu, Jianfeng Wang, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang
arXiv_CV
arXiv_CV
Embedding
Detection
Object_Detection
PDF
-
Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics
Aylin Caliskan, Pimparkar Parth Ajay, Tessa Charlesworth, Robert Wolfe, Mahzarin R. Banaji
arXiv_AI
arXiv_AI
Embedding
Speech
Emotion
PDF
-
DeepTPI: Test Point Insertion with Deep Reinforcement Learning
Zhengyuan Shi, Min Li, Sadaf Khan, Liuzheng Wang, Naixing Wang, Yu Huang, Qiang Xu
arXiv_AI
arXiv_AI
Embedding
Enhancement
Reinforcement_Learning
Pose
Action
Attention
PDF
-
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs
Vítor Lourenço, Aline Paes
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Attention
Prediction
PDF
-
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval
Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Action
Text_Generation
Inference
QA
Matching
PDF
-
Improving Knowledge Graph Embedding via Iterative Self-Semantic Knowledge Distillation
Zhehui Zhou, Defang Chen, Can Wang, Yan Feng, Chun Chen
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Action
Relation
Prediction
PDF
-
Learning to Efficiently Propagate for Reasoning on Knowledge Graphs
Zhaocheng Zhu, Xinyu Yuan, Louis-Pascal Xhonneux, Ming Zhang, Maxime Gazeau, Jian Tang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
PDF
-
Learning Treatment Plan Representations for Content Based Image Retrieval
Charles Huang, Varun Vasudevan, Oscar Pastor-Serrano, Md Tauhidul Islam, Yusuke Nomura, Yong Yang, Lei Xing
arXiv_CV
arXiv_CV
Embedding
Image_Retrieval
Knowledge
Pose
Deep_Learning
Medical
PDF
-
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation
Feng Li, Hao Zhang, Huaizhe xu, Shilong Liu, Lei Zhang, Lionel M. Ni, Heung-Yeung Shum
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Semantic_Segmentation
Detection
Object_Detection
Denoising
Prediction
PDF
-
What do tokens know about their characters and how do they know it?
Ayush Kaushal, Kyle Mahowald
arXiv_CL
arXiv_CL
Embedding
Bert
Knowledge
Speech
Relation
Language_Model
PDF
-
UTTS: Unsupervised TTS with Conditional Disentangled Sequential Variational Auto-encoder
Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Represenation_Learning
Speech
Self-Supervised
Pose
Inference
PDF
-
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives
Wei Wang, Liangzhu Ge, Jingqiao Zhang, Cheng Yang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
Contrastive_Learning
Language_Model
PDF
-
Sports Re-ID: Improving Re-Identification Of Players In Broadcast Videos Of Team Sports
Bharath Comandur
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Re-identification
CNN
PDF
-
OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression
Wanhua Li, Xiaoke Huang, Zheng Zhu, Yansong Tang, Xiu Li, Jiwen Lu, Jie Zhou
arXiv_CV
arXiv_CV
Embedding
Pose
Few-Shot
Language_Model
Matching
PDF
-
Finetuning a Kalaallisut-English machine translation system using web-crawled data
Alex Jones
arXiv_AI
arXiv_AI
Embedding
NMT
PDF
-
Performance Comparison of Simple Transformer and Res-CNN-BiLSTM for Cyberbullying Classification
Raunak Joshi, Abhishek Gupta
arXiv_CL
arXiv_CL
Transformer
Embedding
Text_Classification
RNN
Classification
Deep_Learning
PDF
-
ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences
Christos Tzelepis, James Oldfield, Georgios Tzimiropoulos, Ioannis Patras
arXiv_CV
arXiv_CV
Embedding
Pose
Quantitative
GAN
PDF
-
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval
Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang
arXiv_CV
arXiv_CV
Transformer
Embedding
Knowledge
Speech
VQA
QA
PDF
-
Learning Speaker-specific Lip-to-Speech Generation
Munender Varshney, Ravindra Yadav, Vinay P. Namboodiri, Rajesh M Hegde
arXiv_CV
arXiv_CV
Transformer
Embedding
Speech
Quantitative
Relation
PDF
-
Comparing Performance of Different Linguistically-Backed Word Embeddings for Cyberbullying Detection
Juuso Eronen, Michal Ptaszynski, Fumito Masui
arXiv_AI
arXiv_AI
Embedding
Bert
Speech
Pose
Detection
Relation
Language_Model
PDF
-
Initial Study into Application of Feature Density and Linguistically-backed Embedding to Improve Machine Learning-based Cyberbullying Detection
Juuso Eronen, Michal Ptaszynski, Fumito Masui, Gniewosz Leliwa, Michal Wroczynski, Mateusz Piech, Aleksander Smywinski-Pohl
arXiv_AI
arXiv_AI
Embedding
Detection
Relation
CNN
PDF
-
QAGCN: A Graph Convolutional Network-based Multi-Relation Question Answering System
Ruijie Wang, Luca Rossetto, Michael Cochez, Abraham Bernstein
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Knowledge
Knowledge_Graph
Pose
Relation
Attention
CNN
QA
PDF
-
Scalar is Not Enough: Vectorization-based Unbiased Learning to Rank
Mouxiang Chen, Chenghao Liu, Zemin Liu, Jianling Sun
arXiv_AI
arXiv_AI
Embedding
Pose
Action
PDF
-
Measuring Gender Bias in Word Embeddings of Gendered Languages Requires Disentangling Grammatical Gender Signals
Shiva Omrani Sabbaghi, Aylin Caliskan
arXiv_AI
arXiv_AI
Embedding
PDF
-
Rethinking Positive Sampling for Contrastive Learning with Kernel
Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Weakly_Supervised
Pose
Contrastive_Learning
Classification
GAN
Medical
PDF
-
Extracting Similar Questions From Naturally-occurring Business Conversations
Xiliang Zhu, David Rossouw, Shayna Gardiner, Simon Corston-Oliver
arXiv_AI
arXiv_AI
Embedding
Bert
PDF
-
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
Yizhen Zheng, Shirui Pan, Vincent Cs Lee, Yu Zheng, Philip S. Yu
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Latent Topology Induction for Understanding Contextualized Representations
Yao Fu, Mirella Lapata
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Language_Model
PDF
-
Learning rich optical embeddings for privacy-preserving lensless image classification
Eric Bezzam, Martin Vetterli, Matthieu Simeoni
arXiv_CV
arXiv_CV
Embedding
Optimization
Knowledge
Pose
Classification
Image_Classification
PDF
-
Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation
Zhenxi Zhang, Chunna Tian, Zhicheng Jiao
arXiv_CV
arXiv_CV
Segmentation
Embedding
Pose
Action
Classification
Medical
PDF
-
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation
Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John Onofrey, Lawrence Staib, James S. Duncan
arXiv_AI
arXiv_AI
Segmentation
Embedding
Transfer_Learning
Pose
Medical
PDF
-
Data-Driven Linear Koopman Embedding for Model-Predictive Power System Control
Ramij R. Hossain, Rahmat Adesunkanmi, Ratnesh Kumar
arXiv_AI
arXiv_AI
Embedding
Pose
PDF
-
PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images
Yingfei Liu, Junjie Yan, Fan Jia, Shuailin Li, Qi Gao, Tiancai Wang, Xiangyu Zhang, Jian Sun
arXiv_CV
arXiv_CV
Segmentation
Embedding
3D
Pose
Detection
Object_Detection
PDF
-
A DTCWT-SVD Based Video Watermarking resistant to frame rate conversion
Yifei Wang, Qichao Ying, Zhenxing Qian, Sheng Li, Xinpeng Zhang
arXiv_CV
arXiv_CV
Embedding
Pose
PDF
-
On the Effectiveness of Knowledge Graph Embeddings: a Rule Mining Approach
Johanna Jøsang, Ricardo Guimarães, Ana Ozaki
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
PDF
-
Graph Kernels Based on Multi-scale Graph Embeddings
Wei Ye, Hao Tian, Qijun Chen
arXiv_AI
arXiv_AI
Embedding
Pose
Face
PDF
-
Assessing the trade-off between prediction accuracy and interpretability for topic modeling on energetic materials corpora
Monica Puerto, Mason Kellett, Rodanthi Nikopoulou, Mark D. Fuge, Ruth Doherty, Peter W. Chung, Zois Boukouvalas
arXiv_CL
arXiv_CL
Embedding
Pose
Classification
Prediction
PDF
-
Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap
Lu Han, Han-Jia Ye, De-Chuan Zhan
arXiv_CV
arXiv_CV
Embedding
Self-Supervised
Pose
Contrastive_Learning
Relation
PDF
-
Ultrahyperbolic Knowledge Graph Embeddings
Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
PDF
-
Learning Invariant Visual Representations for Compositional Zero-Shot Learning
Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Relation
PDF
-
DiVAE: Photorealistic Images Synthesis with Denoising Diffusion Decoder
Jie Shi, Chenfei Wu, Jian Liang, Xiang Liu, Nan Duan
arXiv_AI
arXiv_AI
Embedding
Pose
Denoising
PDF
-
BD-SHS: A Benchmark Dataset for Learning to Detect Online Bangla Hate Speech in Different Social Contexts
Nauros Romim, Mosahed Ahmed, Md. Saiful Islam, Arnab Sen Sharma, Hriteshwar Talukder, Mohammad Ruhul Amin
arXiv_CL
arXiv_CL
Embedding
Knowledge
Speech
Detection
PDF
-
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification
Kunze Wang, Soyeon Caren Han, Josiah Poon
arXiv_CL
arXiv_CL
Embedding
Text_Classification
Classification
CNN
PDF
-
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views
Junbo Zhang, Kaisheng Ma
arXiv_CV
arXiv_CV
Segmentation
Embedding
Pose
Contrastive_Learning
Classification
Detection
PDF
-
Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment
Jinhong Deng, Xiaoyue Zhang, Wen Li, Lixin Duan
arXiv_CV
arXiv_CV
Transformer
Embedding
Adversarial
Pose
Detection
Relation
Object_Detection
Attention
PDF
-
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation
Leyla Khaleghi, Joshua Marshall, Ali Etemad
arXiv_CV
arXiv_CV
Transformer
Embedding
3D
Pose_Estimation
Pose
Action
Attention
CNN
PDF
-
Efficiently Embedding Dynamic Knowledge Graphs
Tianxing Wu, Arijit Khan, Melvin Yong, Guilin Qi, Meng Wang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
CNN
Prediction
Recommendation
PDF
-
Cluster-based Evaluation of Automatically Generated Text
Tiago Pimentel, Clara Meister, Ryan Cotterell
arXiv_CL
arXiv_CL
Embedding
Pose
Face
Relation
Language_Model
PDF
-
LEXpander: applying colexification networks to automated lexicon expansion
Anna Di Natale, David Garcia
arXiv_CL
arXiv_CL
Embedding
Pose
Sentiment
PDF
-
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings
Silvia Severini, Viktor Hangya, Masoud Jalili Sabet, Alexander Fraser, Hinrich Schütze
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Matching
PDF
-
Generalised Implicit Neural Representations
Daniele Grattarola, Pierre Vandergheynst
arXiv_AI
arXiv_AI
Embedding
Pose
PDF
-
COIN: Co-Cluster Infomax for Bipartite Graphs
Baoyu Jing, Yuchen Yan, Yada Zhu, Hanghang Tong
arXiv_AI
arXiv_AI
Embedding
Self-Supervised
Pose
Action
Recommendation
PDF
-
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis
Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Knowledge
Adversarial
Pose
Sentiment
Attention
PDF
-
Contextualization for the Organization of Text Documents Streams
Rui Portocarrero Sarmento, Douglas O. Cardoso, João Gama, Pavel Brazdil
arXiv_AI
arXiv_AI
Embedding
Emotion
GAN
PDF
-
A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin
Yanzhao Zou, Dorien Herremans
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
CNN
Prediction
PDF
-
GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation
Rolandos Alexandros Potamias, Alexandros Neofytou, Kyriaki-Margarita Bintsi, Stefanos Zafeiriou
arXiv_CV
arXiv_CV
Embedding
3D
Pose
Face
Quantitative
PDF
-
Personalized Acoustic Echo Cancellation for Full-duplex Communications
Shimin Zhang, Ziteng Wang, Yukai Ju, Yihui Fu, Yueyue Na, Qiang Fu, Lei Xie
arXiv_SD
arXiv_SD
Embedding
Enhancement
Speech
Pose
CNN
PDF
-
OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs
Yangze Zhou, Gitta Kutyniok, Bruno Ribeiro
arXiv_AI
arXiv_AI
Embedding
Pose
Prediction
PDF
-
Embedding Graphs on Grassmann Manifold
Bingxin Zhou, Xuebin Zheng, Yu Guang Wang, Ming Li, Junbin Gao
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Classification
Relation
Prediction
PDF
-
Neural Volumetric Object Selection
Zhongzheng Ren, Aseem Agarwala, Bryan Russell, Alexander G. Schwing, Oliver Wang
arXiv_AI
arXiv_AI
Segmentation
Embedding
3D
Pose
PDF
-
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation
Haokun Chen, Ahmed Frikha, Denis Krompass, Volker Tresp
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Deep_Learning
PDF
-
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution
Jinhui Hou, Zhiyu Zhu, Junhui Hou, Huanqiang Zeng, Jinjian Wu, Jiantao Zhou
arXiv_CV
arXiv_CV
Embedding
Super_Resolution
Pose
Action
Deep_Learning
PDF
-
Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding
Tianyang Hu, Zhili Liu, Fengwei Zhou, Wenjia Wang, Weiran Huang
arXiv_AI
arXiv_AI
Embedding
Self-Supervised
Contrastive_Learning
Matching
PDF
-
Micro-Expression Recognition Based on Attribute Information Embedding and Cross-modal Contrastive Learning
Yanxin Song, Jianzong Wang, Tianbo Wu, Zhangcheng Huang, Jing Xiao
arXiv_AI
arXiv_AI
Embedding
Recognition
3D
Bert
Pose
Contrastive_Learning
Action
Attention
PDF
-
Perceiving the Invisible: Proposal-Free Amodal Panoptic Segmentation
Rohit Mohan, Abhinav Valada
arXiv_AI
arXiv_AI
Segmentation
Embedding
Pose
PDF
-
Masked Distillation with Receptive Tokens
Tao Huang, Yuan Zhang, Shan You, Fei Wang, Chen Qian, Jian Cao, Chang Xu
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Embedding
Semantic_Segmentation
Detection
Object_Detection
Attention
Prediction
PDF
-
Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks
Xiao Han, Leye Wang, Junjie Wu, Yuncong Yang
arXiv_AI
arXiv_AI
Embedding
Pose
Inference
PDF
-
Image Keypoint Matching using Graph Neural Networks
Nancy Xu, Giannis Nikolentzos, Michalis Vazirgiannis, Henrik Boström
arXiv_CV
arXiv_CV
Embedding
Pose
Inference
Prediction
Matching
PDF
-
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping
Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Weakly_Supervised
Pose
Classification
Inference
PDF
-
Semeval-2022 Task 1: CODWOE -- Comparing Dictionaries and Word Embeddings
Timothee Mickus, Kees van Deemter, Mathieu Constant, Denis Paperno
arXiv_CL
arXiv_CL
Embedding
Pose
PDF
-
Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network Classifier
Majid Ramezani, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Pose
Classification
Relation
Attention
GAN
Prediction
PDF
-
FedFormer: Contextual Federation with Attention in Reinforcement Learning
Liam Hebert, Lukasz Golab, Pascal Poupart, Robin Cohen
arXiv_AI
arXiv_AI
Transformer
Embedding
Reinforcement_Learning
Pose
Relation
Attention
PDF
-
Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array
Andre Xian Ming Chang, Parth Khopkar, Bashar Romanous, Abhishek Chaurasia, Patrick Estep, Skyler Windh, Doug Vanesko, Sheik Dawood Beer Mohideen, Eugenio Culurciello
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Optimization
Sparse
Knowledge
Pose
Attention
PDF
-
Learning Dialogue Representations from Consecutive Utterances
Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Zero-Shot
Self-Supervised
Contrastive_Learning
Classification
Few-Shot
PDF
-
Semantic Parsing of Interpage Relations
Mehmet Arif Demirtaş, Berke Oral, Mehmet Yasin Akpınar, Onur Deniz
arXiv_CL
arXiv_CL
Segmentation
Embedding
Knowledge
Pose
Action
Classification
Relation
PDF
-
PREF: Phasorial Embedding Fields for Compact Neural Representations
Binbin Huang, Xinhao Yan, Anpei Chen, Shenghua Gao, Jingyi Yu
arXiv_CV
arXiv_CV
Reconstruction
Embedding
3D
Face
PDF
-
Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency
Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Optimization
Represenation_Learning
Knowledge
Adversarial
Pose
Face
GAN
PDF
-
Continual Learning for Visual Search with Backward Consistent Feature Embedding
Timmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu, Chu-Song Chen
arXiv_CV
arXiv_CV
Embedding
Knowledge
PDF
-
DT-SV: A Transformer-based Time-domain Approach for Speaker Verification
Nan Zhang, Jianzong Wang, Zhenhou Hong, Chendong Zhao, Xiaoyang Qu, Jing Xiao
arXiv_SD
arXiv_SD
Transformer
Embedding
Speech
Pose
Attention
PDF
-
Leveraging Dependency Grammar for Fine-Grained Offensive Language Detection using Graph Convolutional Networks
Divyam Goel, Raksha Sharma
arXiv_CL
arXiv_CL
Embedding
Bert
RNN
Pose
Deep_Learning
Detection
CNN
PDF
-
Matryoshka Representations for Adaptive Deployment
Aditya Kusupati, Gantavya Bhatt, Aniket Rege, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, Kaifeng Chen, Sham Kakade, Prateek Jain, Ali Farhadi
arXiv_CV
arXiv_CV
Embedding
Bert
Represenation_Learning
Pose
Classification
Few-Shot
Inference
PDF
-
BRIGHT -- Graph Neural Networks in Real-Time Fraud Detection
Mingxuan Lu, Zhichao Han, Susie Xi Rao, Zitao Zhang, Yang Zhao, Yinan Shan, Ramesh Raghunathan, Ce Zhang, Jiawei Jiang
arXiv_AI
arXiv_AI
Embedding
Pose
Action
Detection
Relation
Inference
Prediction
PDF
-
NECA: Network-Embedded Deep Representation Learning for Categorical Data
Xiaonan Gao, Sen Wu, Wenjun Zhou
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Represenation_Learning
Pose
Relation
PDF
-
Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, lyubing qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Pose
Few-Shot
Inference
PDF
-
VTP: Volumetric Transformer for Multi-view Multi-person 3D Pose Estimation
Yuxing Chen, Renshu Gu, Ouhan Huang, Gangyong Jia
arXiv_CV
arXiv_CV
Transformer
Embedding
3D
Sparse
Pose_Estimation
Pose
Relation
Attention
CNN
PDF
-
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing
Nora Kassner, Fabio Petroni, Mikhail Plekhanov, Sebastian Riedel, Nicola Cancedda
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Knowledge
Pose
PDF
-
Constrained Sampling from Language Models via Langevin Dynamics in Embedding Spaces
Sachin Kumar, Biswajit Paria, Yulia Tsvetkov
arXiv_CL
arXiv_CL
Embedding
Pose
Sentiment
Text_Generation
Language_Model
PDF
-
Breaking the Chain of Gradient Leakage in Vision Transformers
Yahui Liu, Bin Ren, Yue Song, Wei Bi, Nicu Sebe, Wei Wang
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
PDF
-
RLPrompt: Optimizing Discrete Text Prompts With Reinforcement Learning
Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric P. Xing, Zhiting Hu
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Style_Transfer
Reinforcement_Learning
Bert
Optimization
Pose
Classification
Few-Shot
Language_Model
PDF
-
Text-to-Face Generation with StyleGAN2
D. M. A. Ayanthi, Sarasi Munasinghe
arXiv_CV
arXiv_CV
Embedding
Bert
Adversarial
Pose
Face
GAN
PDF
-
Improving CTC-based ASR Models with Gated Interlayer Collaboration
Yuting Yang, Yuke Li, Binbin Du
arXiv_CL
arXiv_CL
Embedding
Recognition
Speech
Pose
Action
Speech_Recognition
Inference
Language_Model
PDF
-
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks
Yijun Tian, Chuxu Zhang, Zhichun Guo, Yihong Ma, Ronald Metoyer, Nitesh V. Chawla
arXiv_CL
arXiv_CL
Embedding
Represenation_Learning
Adversarial
Pose
Classification
Relation
Attention
Prediction
PDF
-
Toward Understanding Bias Correlations for Mitigation in NLP
Lu Cheng, Suyu Ge, Huan Liu
arXiv_AI
arXiv_AI
Embedding
Pose
Detection
Relation
Sentiment
PDF
-
Structured Prompt Tuning
Chi-Liang Liu, Hung-yi Lee, Wen-tau Yih
arXiv_CL
arXiv_CL
Embedding
Pose
PDF
-
History Compression via Language Models in Reinforcement Learning
Fabian Paischer, Thomas Adler, Vihang Patil, Angela Bitto-Nemling, Markus Holzleitner, Sebastian Lehner, Hamid Eghbal-zadeh, Sepp Hochreiter
arXiv_CL
arXiv_CL
Transformer
Embedding
Reinforcement_Learning
Pose
Language_Model
PDF
-
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer
Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Zero-Shot
Knowledge
Pose
Few-Shot
PDF
-
HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval
Feilong Chen, Xiuyi Chen, Jiaxin Shi, Duzhen Zhang, Jianlong Chang, Qi Tian
arXiv_CV
arXiv_CV
Embedding
Pose
Inference
PDF
-
Privacy-Preserving Image Classification Using Vision Transformer
Zheng Qi, AprilPyone MaungMaung, Yuma Kinoshita, Hitoshi Kiya
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Classification
Image_Classification
PDF
-
RetroMAE: Pre-training Retrieval-oriented Transformers via Masked Auto-Encoder
Zheng Liu, Yingxia Shao
arXiv_CL
arXiv_CL
Transformer
Reconstruction
Embedding
Bert
Pose
PDF
-
Package Theft Detection from Smart Home Security Cameras
Hung-Min Hsu, Xinyu Yuan, Baohua Zhu, Zhongwei Cheng, Lin Chen
arXiv_CV
arXiv_CV
Embedding
Pose
Detection
PDF
-
Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection
Chendong Zhao, Jianzong Wang, Leilai Li, Xiaoyang Qu, Jing Xiao
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Detection
Few-Shot
Object_Detection
PDF
-
Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representations
Ali Hummos
arXiv_AI
arXiv_AI
Embedding
Gradient_Descent
Optimization
Knowledge
Pose
GAN
Inference
PDF
-
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?
Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha
arXiv_CL
arXiv_CL
Transformer
NAS
Embedding
Bert
Optimization
Pose
Language_Model
PDF
-
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment
Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris Papailiopoulos, Kangwook Lee
arXiv_CL
arXiv_CL
Embedding
Unsupervised
OCR
Pose
PDF
-
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods
Randall Balestriero, Yann LeCun
arXiv_AI
arXiv_AI
Embedding
Self-Supervised
Pose
Relation
PDF
-
Domain Adaptation for Memory-Efficient Dense Retrieval
Nandan Thakur, Nils Reimers, Jimmy Lin
arXiv_AI
arXiv_AI
Embedding
Quantization
Pose
PDF
-
Tracing Knowledge in Language Models Back to the Training Data
Ekin Akyürek, Tolga Bolukbasi, Frederick Liu, Binbin Xiong, Ian Tenney, Jacob Andreas, Kelvin Guu
arXiv_CL
arXiv_CL
Embedding
Knowledge
Classification
Language_Model
Prediction
PDF
-
Outliers Dimensions that Disrupt Transformers Are Driven by Frequency
Giovanni Puccetti, Anna Rogers, Aleksandr Drozd, Felice Dell'Orletta
arXiv_AI
arXiv_AI
Transformer
Embedding
Bert
Relation
Attention
Language_Model
PDF
-
Sample Efficient Approaches for Idiomaticity Detection
Dylan Phelps, Xuan-Rui Fan, Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Classification
Detection
Few-Shot
Language_Model
PDF
-
BBTv2: Pure Black-Box Optimization Can Be Comparable to Gradient Descent for Few-Shot Learning
Tianxiang Sun, Zhengfu He, Hong Qian, Xuanjing Huang, Xipeng Qiu
arXiv_AI
arXiv_AI
Embedding
Gradient_Descent
Optimization
Pose
Classification
Few-Shot
Language_Model
PDF
-
Meta-Learning Regrasping Strategies for Physical-Agnostic Objects
Ruijie Chen, Ning Gao, Ngo Anh Vien, Hanna Ziesche, Gerhard Neumann
arXiv_AI
arXiv_AI
Embedding
Pose
PDF
-
FLEX: Feature-Logic Embedding Framework for CompleX Knowledge Graph Reasoning
Xueyuan Lin, Haihong E, Gengxian Zhou, Tianyi Hu, Li Ningyuan, Mingzhi Sun, Haoran Luo
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
PDF
-
Artificial intelligence for topic modelling in Hindu philosophy: mapping themes between the Upanishads and the Bhagavad Gita
Rohitash Chandra, Mukul Ranjan
arXiv_CL
arXiv_CL
Embedding
Bert
Deep_Learning
Language_Model
PDF
-
Multilingual Machine Translation with Hyper-Adapters
Christos Baziotis, Mikel Artetxe, James Cross, Shruti Bhosale
arXiv_CL
arXiv_CL
Embedding
Pose
PDF
-
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey
Gaoang Wang, Mingli Song, Jenq-Neng Hwang
arXiv_CV
arXiv_CV
Segmentation
Embedding
Tracking
Object_Tracking
Survey
Classification
Detection
Relation
Object_Detection
Re-identification
Image_Classification
PDF
-
Do Deep Learning Models and News Headlines Outperform Conventional Prediction Techniques on Forex Data?
Sucharita Atha, Bharath Kumar Bolla
arXiv_AI
arXiv_AI
Embedding
Bert
RNN
Deep_Learning
Sentiment
Language_Model
Prediction
PDF
-
Are Graph Neural Networks Really Helpful for Knowledge Graph Completion?
Juanhui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Relation
Attention
PDF
-
Self-Supervised Speech Representation Learning: A Review
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
arXiv_CL
arXiv_CL
Embedding
Recognition
Represenation_Learning
Review
Speech
Self-Supervised
Deep_Learning
Speech_Recognition
PDF
-
Named Entity Linking on Namesakes
Oleg Vasilyev, Alex Dauenhauer, Vedant Dharnidharka, John Bohannon
arXiv_CL
arXiv_CL
Embedding
Knowledge
Pose
PDF
-
Current Trends and Approaches in Synonyms Extraction: Potential Adaptation to Arabic
Eman Naser-Karajah, Nabil Arman, Mustafa Jarrar
arXiv_AI
arXiv_AI
Embedding
Bert
Survey
Action
Deep_Learning
Attention
PDF
-
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts
Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert
arXiv_CL
arXiv_CL
Transformer
Embedding
Tracking
Unsupervised
Classification
Language_Model
PDF
-
NeuralEcho: A Self-Attentive Recurrent Neural Network For Unified Acoustic Echo Suppression And Speech Enhancement
Meng Yu, Yong Xu, Chunlei Zhang, Shi-Xiong Zhang, Dong Yu
arXiv_SD
arXiv_SD
Embedding
Enhancement
Recognition
RNN
Speech
Pose
Attention
Speech_Recognition
PDF
-
Modernizing Open-Set Speech Language Identification
Mustafa Eyceoz, Justin Lee, Homayoon Beigi
arXiv_AI
arXiv_AI
Embedding
RNN
Speech
Detection
Attention
PDF
-
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities
Yunjun Gao, Xiaoze Liu, Junyang Wu, Tianyi Li, Pengfei Wang, Lu Chen
arXiv_AI
arXiv_AI
Embedding
Sparse
Knowledge
Knowledge_Graph
Pose
Face
PDF
-
Compression ensembles quantify aesthetic complexity and the evolution of visual art
Andres Karjus, Mar Canet Solà, Tillmann Ohm, Sebastian E. Ahnert, Maximilian Schich
arXiv_CV
arXiv_CV
Embedding
Pose
Quantitative
Detection
PDF
-
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation
David Ireland, Giovanni Montana
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Pose
Action
PDF
-
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing
Samuel Sousa, Roman Kern
arXiv_CL
arXiv_CL
Embedding
Review
Pose
Deep_Learning
GAN
PDF
-
Exploring Extreme Parameter Compression for Pre-trained Language Models
Yuxin Ren, Benyou Wang, Lifeng Shang, Xin Jiang, Qun Liu
arXiv_CL
arXiv_CL
Transformer
Reconstruction
Embedding
Bert
Knowledge
Pose
Attention
Inference
Language_Model
PDF
-
Learning to Reverse DNNs from AI Programs Automatically
Simin Chen, Hamed Khanpour, Cong Liu, Wei Yang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
PDF
-
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation
Ta-Chung Chi, Ting-Han Fan, Peter J. Ramadge, Alexander I. Rudnicky
arXiv_CL
arXiv_CL
Embedding
Pose
Attention
Language_Model
PDF
-
Explainable Graph Theory-Based Identification of Meter-Transformer Mapping
Bilal Saleem, Yang Weng
arXiv_AI
arXiv_AI
Transformer
Embedding
Pose
PDF
-
Gender Bias in Meta-Embeddings
Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
arXiv_CL
arXiv_CL
Embedding
Pose
PDF
-
Table Retrieval May Not Necessitate Table-specific Model Design
Zhiruo Wang, Zhengbao Jiang, Eric Nyberg, Graham Neubig
arXiv_CL
arXiv_CL
Embedding
Relation
Attention
PDF
-
MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection
Abhijit Suprem, Calton Pu
arXiv_CL
arXiv_CL
Embedding
Pose
Classification
Detection
Prediction
PDF
-
Bi-LSTM Scoring Based Similarity Measurement with Agglomerative Hierarchical Clustering for Speaker Diarization
Siddharth S. Nijhawan, Homayoon Beigi
arXiv_AI
arXiv_AI
Embedding
RNN
Speech
Pose
Detection
PDF
-
Sentences as connection paths: A neural language architecture of sentence structure in the brain
Frank van der Velde
arXiv_CL
arXiv_CL
Embedding
Tracking
Relation
Activity
PDF
-
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction
Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang
arXiv_CL
arXiv_CL
Embedding
Pose
Contrastive_Learning
Action
Relation
Few-Shot
Relation_Extraction
Attention
Prediction
PDF
-
Spatial Autoregressive Coding for Graph Neural Recommendation
Jiayi Zheng, Ling Yang, Heyuan Wang, Cheng Yang, Yinghong Li, Xiaowei Hu, Shenda Hong
arXiv_AI
arXiv_AI
Embedding
Optimization
Pose
Attention
Prediction
Recommendation
PDF
-
A Weakly-Supervised Iterative Graph-Based Approach to Retrieve COVID-19 Misinformation Topics
Harry Wang, Sharath Chandra Guntuku
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
Action
Quantitative
PDF
-
TransTab: Learning Transferable Tabular Transformers Across Tables
Zifeng Wang, Jimeng Sun
arXiv_AI
arXiv_AI
Transformer
Embedding
Transfer_Learning
Self-Supervised
Pose
PDF
-
Masked Autoencoders As Spatiotemporal Learners
Christoph Feichtenhofer, Haoqi Fan, Yanghao Li, Kaiming He
arXiv_CV
arXiv_CV
Transformer
Embedding
Bert
Represenation_Learning
Knowledge
PDF
-
VRAG: Region Attention Graphs for Content-Based Video Retrieval
Kennard Ng, Ser-Nam Lim, Gim Hee Lee
arXiv_CV
arXiv_CV
Embedding
Relation
Attention
Recommendation
Video_Retrieval
PDF
-
Trading Positional Complexity vs. Deepness in Coordinate Networks
Jianqiao Zheng, Sameera Ramasinghe, Xueqian Li, Simon Lucey
arXiv_CV
arXiv_CV
Embedding
PDF
-
Efficient Mixed Dimension Embeddings for Matrix Factorization
Dmitrii Beloborodov, Andrei Zimovnov, Petr Molodyk, Dmitrii Kirillov (Yandex)
arXiv_AI
arXiv_AI
Embedding
Sparse
Pose
Recommendation
PDF
-
Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements
Anna Pillar, Kyrill Poelmans, Martha Larson
arXiv_CL
arXiv_CL
Embedding
Deep_Learning
Detection
PDF
-
Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling
Jiyuan Cao, Zhilei Liu, Yong Zhang
arXiv_CV
arXiv_CV
Transformer
Embedding
Represenation_Learning
Pose
Emotion
Action
Deep_Learning
Detection
Relation
PDF
-
Entity Alignment For Knowledge Graphs: Progress, Challenges, and Empirical Studies
Deepak Chaurasiya, Anil Surisetty, Nitish Kumar, Alok Singh, Vikrant Dey, Aakarsh Malhotra, Gaurav Dhama, Ankur Arora
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
PDF
-
Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification
Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen
arXiv_AI
arXiv_AI
Transformer
Embedding
Sentiment_Classification
Review
Speech
Classification
Relation
Sentiment
Attention
PDF
-
A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art
Alicia Lara-Clares, Juan J. Lastra-Díaz, Ana Garcia-Serrano
arXiv_AI
arXiv_AI
Embedding
Recognition
Ontology
Survey
Medical
PDF
-
A Pulse-and-Glide-driven Adaptive Cruise Control System for Electric Vehicle
Zhaofeng Tian, Liangkai Liu, Weisong Shi
arXiv_AI
arXiv_AI
Embedding
Optimization
Pose
PDF
-
Disentangling Visual Embeddings for Attributes and Objects
Nirat Saini, Khoi Pham, Abhinav Shrivastava
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Pose
Classification
PDF
-
A CLIP-Hitchhiker's Guide to Long Video Retrieval
Max Bain, Arsha Nagrani, Gül Varol, Andrew Zisserman
arXiv_CV
arXiv_CV
Embedding
Video_Retrieval
PDF
-
Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay
Arash Shahmansoori, Utz Roedig
arXiv_SD
arXiv_SD
Embedding
Recognition
Pose
Contrastive_Learning
Classification
Inference
PDF
-
A two-steps approach to improve the performance of Android malware detectors
Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Contrastive_Learning
Classification
Detection
Object_Detection
Prediction
PDF
-
Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings
Sidsel Boldsen, Patrizia Paggio
arXiv_CL
arXiv_CL
Embedding
Pose
Detection
Attention
PDF
-
Learnable Optimal Sequential Grouping for Video Scene Detection
Daniel Rotman, Yevgeny Yaroker, Elad Amrani, Udi Barzelay, Rami Ben-Ari
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Optimization
Pose
Deep_Learning
Detection
PDF
-
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation
Sameer Khurana, Antoine Laurent, James Glass
arXiv_CL
arXiv_CL
Embedding
Bert
Represenation_Learning
Speech
Pose
PDF
-
Collaborative Attention Memory Network for Video Object Segmentation
Zhixing Huang, Junli Zha, Fei Xie, Yuwei Zheng, Yuandong Zhong, Jinpeng Tang
arXiv_CV
arXiv_CV
Segmentation
Embedding
Pose
Attention
Prediction
Matching
PDF
-
The Use of NLP-Based Text Representation Techniques to Support Requirement Engineering Tasks: A Systematic Mapping Review
Riad Sonbol, Ghaida Rebdawi, Nada Ghneim
arXiv_AI
arXiv_AI
Embedding
Review
Pose
Survey
Classification
PDF
-
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction
Tara Safavi, Doug Downey, Tom Hope
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Language_Model
Prediction
PDF
-
Towards Debiasing Translation Artifacts
Koel Dutta Chowdhury, Rricha Jalota, Cristina España-Bonet, Josef van Genabith
arXiv_CL
arXiv_CL
Embedding
Knowledge
Pose
Classification
Inference
PDF
-
Neural-Symbolic Models for Logical Queries on Knowledge Graphs
Zhaocheng Zhu, Mikhail Galkin, Zuobai Zhang, Jian Tang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
PDF
-
Scalable algorithms for physics-informed neural and graph networks
Khemraj Shukla, Mengjia Xu, Nathaniel Trask, George Em Karniadakis
arXiv_AI
arXiv_AI
Embedding
Review
PDF
-
What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig Harris
Mikael Brunila, Jack LaViolette
arXiv_AI
arXiv_AI
Embedding
PDF
-
L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data
Mattia Giovanni Campana, Andrea Rovati, Franca Delmastro, Elena Pagani
arXiv_SD
arXiv_SD
Embedding
Pose
Detection
PDF
-
KGRGRL: A User's Permission Reasoning Method Based on Knowledge Graph Reward Guidance Reinforcement Learning
Lei Zhang, Yu Pan, Yi Liu, Qibin Zheng, Zhisong Pan
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Knowledge
Knowledge_Graph
Pose
PDF
-
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction
Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng
arXiv_CV
arXiv_CV
Embedding
Knowledge
Pose
CNN
PDF
-
Robust Representation via Dynamic Feature Aggregation
Haozhe Liu, Haoqin Ji, Yuexiang Li, Nanjun He, Haoqian Wu, Feng Liu, Linlin Shen, Yefeng Zheng
arXiv_AI
arXiv_AI
Embedding
Sparse
Regularization
Adversarial
Pose
Detection
CNN
PDF
-
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification
Siqi Zheng, Hongbin Suo, Qian Chen
arXiv_SD
arXiv_SD
Embedding
Speech
Pose
PDF
-
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian
arXiv_AI
arXiv_AI
Embedding
Optimization
Pose
Relation
PDF
-
Topic Modelling on Consumer Financial Protection Bureau Data: An Approach Using BERT Based Embeddings
Vasudeva Raju Sangaraju, Bharath Kumar Bolla, Deepak Kumar Nayak, Jyothsna Kh
arXiv_AI
arXiv_AI
Embedding
Bert
Review
Relation
Sentiment
PDF
-
Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT
Bowen Shi, Abdelrahman Mohamed, Wei-Ning Hsu
arXiv_CV
arXiv_CV
Embedding
Bert
Represenation_Learning
Speech
Self-Supervised
Pose
PDF
-
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation
Chae Eun Lee, Hyelim Park, Yeong-Gil Shin, Minyoung Chung
arXiv_CV
arXiv_CV
Segmentation
Embedding
Represenation_Learning
Regularization
Adversarial
Pose
Relation
GAN
Medical
Prediction
PDF
-
Toward a Geometrical Understanding of Self-supervised Contrastive Learning
Romain Cosentino, Anirvan Sengupta, Salman Avestimehr, Mahdi Soltanolkotabi, Antonio Ortega, Ted Willke, Mariano Tepper
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Self-Supervised
Contrastive_Learning
Action
Relation
PDF
-
IRB-NLP at SemEval-2022 Task 1: Exploring the Relationship Between Words and Their Semantic Representations
Damir Korenčić, Ivan Grubišić
arXiv_CL
arXiv_CL
Embedding
Relation
PDF
-
A Framework for Event-based Computer Vision on a Mobile Device
Gregor Lenz, Serge Picaud, Sio-Hoi Ieng
arXiv_CV
arXiv_CV
Reconstruction
Face_Detection
Embedding
Tracking
Recognition
Gesture
Face
Detection
Optical_Flow
PDF
-
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning
Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
PDF
-
Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction
Daniel Reisenbüchler, Sophia J. Wagner, Melanie Boxberg, Tingying Peng
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Relation
Attention
Prediction
PDF
-
Unified Modeling of Multi-Domain Multi-Device ASR Systems
Soumyajit Mitra, Swayambhu Nath Ray, Bharat Padi, Arunasish Sen, Raghavendra Bilgi, Harish Arsikere, Shalini Ghosh, Ajay Srinivasamurthy, Sri Garimella
arXiv_CL
arXiv_CL
Embedding
Recognition
Adversarial
Speech
Pose
Speech_Recognition
PDF
-
Improving Contextual Representation with Gloss Regularized Pre-training
Yu Lin, Zhecheng An, Peihao Wu, Zejun Ma
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Bert
Pose
Inference
Language_Model
PDF
-
Kronecker Decomposition for Knowledge Graph Embeddings
Caglar Demir, Julian Lienen, Axel-Cyrille Ngonga Ngomo
arXiv_AI
arXiv_AI
Embedding
Optimization
Knowledge
Knowledge_Graph
Pose
Action
Relation
Prediction
PDF
-
FontNet: Closing the gap to font designer performance in font synthesis
Ammar Ul Hassan Muhammad, Jaeyoung Choi
arXiv_CV
arXiv_CV
Embedding
Pose
Quantitative
Few-Shot
PDF
-
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning
Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, Dianhai Yu
arXiv_CL
arXiv_CL
Embedding
Represenation_Learning
Knowledge
Knowledge_Graph
Pose
Relation
Attention
Prediction
PDF
-
R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning
Shengyao Lu, Bang Liu, Keith G. Mills, Shangling Jui, Di Niu
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Pose
Relation
Prediction
PDF
-
A microstructure estimation Transformer inspired by sparse representation for diffusion MRI
Tianshu Zheng, Cong Sun, Weihao Zheng, Wen Shi, Haotian Li, Yi Sun, Yi Zhang, Guangbin Wang, Chuyang Ye, Dan Wu
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Embedding
Optimization
Sparse
Pose
Deep_Learning
PDF
-
Design and Implementation of a Quantum Kernel for Natural Language Processing
Matt Wright
arXiv_CL
arXiv_CL
Embedding
Pose
Classification
PDF
-
PVS Embeddings of Propositional and Quantified Modal Logic
John Rushby
arXiv_AI
arXiv_AI
Embedding
Pose
Relation
PDF
-
Using dependency parsing for few-shot learning in distributional semantics
Stefania Preda, Guy Emerson
arXiv_CL
arXiv_CL
Embedding
Few-Shot
PDF
-
Tensor-based Emotion Editing in the StyleGAN Latent Space
René Haas, Stella Graßhof, Sami S. Brandt
arXiv_CV
arXiv_CV
Embedding
Adversarial
Emotion
Face
GAN
PDF
-
Transformer in Computer Vision: ViT and its Progress
Zujun Fu
arXiv_CV
arXiv_CV
Transformer
Embedding
Review
Attention
CNN
PDF
-
TaDeR: A New Task Dependency Recommendation for Project Management Platform
Quynh Nguyen, Dac H. Nguyen, Son T. Huynh, Hoa K. Dam, Binh T. Nguyen
arXiv_CV
arXiv_CV
Embedding
RNN
Pose
Recommendation
Matching
PDF
-
Mitigating Gender Stereotypes in Hindi and Marathi
Neeraja Kirtane, Tanvi Anand
arXiv_CL
arXiv_CL
Embedding
Pose
Emotion
PDF
-
S3E-GNN: Sparse Spatial Scene Embedding with Graph Neural Networks for Camera Relocalization
Ran Cheng, Xinyu Jiang, Yuan Chen, Lige Liu, Tao Sun
arXiv_AI
arXiv_AI
Embedding
Sparse
Pose
SLAM
Matching
PDF
-
TDT: Teaching Detectors to Track without Fully Annotated Videos
Shuzhi Yu, Guanhang Wu, Chunhui Gu, Mohammed E. Fathy
arXiv_CV
arXiv_CV
Embedding
Tracking
Object_Tracking
Pose
Detection
Object_Detection
Attention
CNN
PDF
-
NMR: Neural Manifold Representation for Autonomous Driving
Unnikrishnan R. Nair, Sarthak Sharma, Midhun S. Menon, Srikanth Vidapanakal
arXiv_CV
arXiv_CV
Embedding
Pose
Face
Attention
Autonomous
Prediction
PDF
-
TextMatcher: Cross-Attentional Neural Network to Compare Image and Text
Valentina Arrigoni, Luisa Repele, Dario Marino Saccavino
arXiv_CV
arXiv_CV
Embedding
Pose
Attention
Inference
Matching
PDF
-
CV4Code: Sourcecode Understanding via Visual Code Representations
Ruibo Shi, Lili Tao, Rohan Saphal, Fran Silavong, Sean J. Moran
arXiv_AI
arXiv_AI
Image_Caption
Transformer
Embedding
Pose
CNN
PDF
-
Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers
Rabab Alkhalifa, Elena Kochkina, Arkaitz Zubiaga
arXiv_AI
arXiv_AI
Embedding
Text_Classification
Classification
PDF
-
AutoKE: An automatic knowledge embedding framework for scientific machine learning
Mengge Du, Yuntian Chen, Dongxiao Zhang
arXiv_CL
arXiv_CL
NAS
Embedding
Transfer_Learning
Knowledge
Pose
Prediction
PDF
-
User Guide for KOTE: Korean Online Comments Emotions Dataset
Duyoung Jeon, Junho Lee, Cheongtag Kim
arXiv_CL
arXiv_CL
Embedding
Emotion
Sentiment
PDF
-
Simple Contrastive Graph Clustering
Yue Liu, Xihong Yang, Sihang Zhou, Xinwang Liu
arXiv_AI
arXiv_AI
Embedding
Pose
Contrastive_Learning
Denoising
Attention
CNN
PDF
-
Towards Improved Zero-shot Voice Conversion with Conditional DSVAE
Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Pose
Classification
PDF
-
Privacy Enhancement for Cloud-Based Few-Shot Learning
Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee
arXiv_CV
arXiv_CV
Embedding
Enhancement
Pose
Classification
Few-Shot
Image_Classification
PDF
-
Richer Countries and Richer Representations
Kaitlyn Zhou, Kawin Ethayarajh, Dan Jurafsky
arXiv_AI
arXiv_AI
Embedding
PDF
-
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words
Kaitlyn Zhou, Kawin Ethayarajh, Dallas Card, Dan Jurafsky
arXiv_AI
arXiv_AI
Embedding
Bert
QA
PDF
-
Transformer-based Cross-Modal Recipe Embeddings with Large Batch Training
Jing Yang, Junwen Chen, Keiji Yanai
arXiv_CV
arXiv_CV
Transformer
Embedding
Image_Generation
Adversarial
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Symphony Generation with Permutation Invariant Language Model
Jiafeng Liu, Yuanliang Dong, Zehua Cheng, Xinran Zhang, Xiaobing Li, Feng Yu, Maosong Sun
arXiv_AI
arXiv_AI
Transformer
Embedding
Pose
Text_Generation
Language_Model
PDF
-
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation
Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li
arXiv_CV
arXiv_CV
Segmentation
Embedding
3D
Sparse
Pose
Contour
GAN
Medical
CNN
PDF
-
Probabilistic and Non-deterministic Event Data in Process Mining: Embedding Uncertainty in Process Analysis Techniques
Marco Pegoraro
arXiv_AI
arXiv_AI
Embedding
PDF
-
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains
Haiyang Yang, Meilin Chen, Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Self-Supervised
Pose
PDF
-
Training Personalized Recommendation Systems from Scratch: Look Forward not Backwards
Youngeun Kwon, Minsoo Rhu
arXiv_AI
arXiv_AI
Embedding
Pose
Recommendation
PDF
-
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors
Renyu Zhu, Lei Yuan, Xiang Li, Ming Gao, Wenyuan Cai
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Action
Detection
Summarization
PDF
-
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting
Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Prediction
PDF
-
Sentence-level Privacy for Document Embeddings
Casey Meehan, Khalil Mrini, Kamalika Chaudhuri
arXiv_CL
arXiv_CL
Embedding
Pose
Classification
Sentiment
Language_Model
PDF
-
A Unified Model for Reverse Dictionary and Definition Modelling
Pinzhen Chen, Zheng Zhao
arXiv_CL
arXiv_CL
Embedding
Pose
PDF
-
Introspective Deep Metric Learning
Chengkun Wang, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu
arXiv_AI
arXiv_AI
Embedding
Image_Retrieval
Pose
Classification
Image_Classification
PDF
-
TGANet: Text-guided attention for improved polyp segmentation
Nikhil Kumar Tomar, Debesh Jha, Ulas Bagci, Sharib Ali
arXiv_CV
arXiv_CV
Segmentation
Embedding
Pose
Classification
Deep_Learning
Attention
GAN
PDF
-
EASE: Entity-Aware Contrastive Learning of Sentence Embedding
Sosuke Nishikawa, Ryokan Ri, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Contrastive_Learning
PDF
-
Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation
Minhan Xu, Yu Hong
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
PDF
-
Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering
Min Peng, Chongyang Wang, Yuan Gao, Yu Shi, Xiang-Dong Zhou
arXiv_AI
arXiv_AI
Transformer
Embedding
Pose
Action
Deep_Learning
QA
PDF
-
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion
Yida Wang, David Joseph Tan, Nassir Navab, Federico Tombari
arXiv_AI
arXiv_AI
Embedding
Point_Cloud
Pose
Quantitative
CNN
PDF
-
Cross-lingual Adaptation for Recipe Retrieval with Mixup
Bin Zhu, Chong-Wah Ngo, Jingjing Chen, Wing-Kwong Chan
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Knowledge
Pose
Attention
PDF
-
PGADA: Perturbation-Guided Adversarial Alignment for Few-shot Learning Under the Support-Query Shift
Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen
arXiv_AI
arXiv_AI
Embedding
Adversarial
Self-Supervised
Pose
Few-Shot
PDF
-
Fingerprint Template Invertibility: Minutiae vs. Deep Templates
Kanishka P. Wijewardena, Steven A. Grosz, Kai Cao, Anil K. Jain
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Recognition
Deep_Learning
PDF
-
Recurrent Dynamic Embedding for Video Object Segmentation
Mingxing Li, Li Hu, Zhiwei Xiong, Bang Zhang, Pan Pan, Dong Liu
arXiv_CV
arXiv_CV
Segmentation
Embedding
Pose
Inference
PDF
-
Select and Calibrate the Low-confidence: Dual-Channel Consistency based Graph Convolutional Networks
Shuhao Shi, Jian Chen, Kai Qiao, Shuai Yang, Linyuan Wang, Bin Yan
arXiv_CV
arXiv_CV
Embedding
Pose
Classification
CNN
Prediction
PDF
-
Number Entity Recognition
Dhanasekar Sundararaman, Vivek Subramanian, Guoyin Wang, Liyan Xu, Lawrence Carin
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Pose
Classification
PDF
-
SubGraph Networks based Entity Alignment for Cross-lingual Knowledge Graph
Shanqing Yu, Shihan Zhang, Jianlin Zhang, Jiajun Zhou, Qi Xuan, Bing Li, Xiaojuan Hu
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Pose
PDF
-
LatentKeypointGAN: Controlling Images via Latent Keypoints -- Extended Abstract
Xingzhe He, Bastian Wandt, Helge Rhodin
arXiv_CV
arXiv_CV
Embedding
Knowledge
Adversarial
Self-Supervised
Pose
Quantitative
GAN
PDF
-
Prompt Distribution Learning
Yuning Lu, Jianzhuang Liu, Yonggang Zhang, Yajing Liu, Xinmei Tian
arXiv_CV
arXiv_CV
Embedding
Recognition
Language_Model
PDF
-
Learning Scalable Policies over Graphs for Multi-Robot Task Allocation using Capsule Attention Networks
Steve Paul, Payam Ghassemi, Souma Chowdhury
arXiv_RO
arXiv_RO
Embedding
Reinforcement_Learning
Optimization
Pose
Attention
PDF
-
Arabic Fake News Detection Based on Deep Contextualized Embedding Models
Ali Bou Nassif, Ashraf Elnagar, Omar Elgendy, Yaman Afadar
arXiv_AI
arXiv_AI
Transformer
Embedding
Detection
PDF
-
Generating Representative Samples for Few-Shot Classification
Jingyi Xu, Hieu Le
arXiv_CV
arXiv_CV
Embedding
Pose
Classification
Few-Shot
PDF
-
Cross-view Transformers for real-time Map-view Semantic Segmentation
Brady Zhou, Philipp Krähenbühl
arXiv_AI
arXiv_AI
Transformer
Segmentation
Embedding
Semantic_Segmentation
Attention
CNN
Inference
PDF
-
Spiking Graph Convolutional Networks
Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo
arXiv_AI
arXiv_AI
Embedding
Pose
Classification
CNN
Inference
Recommendation
PDF
-
Hybrid CNN Based Attention with Category Prior for User Image Behavior Modeling
Xin Chen, Qingtao Tang, Ke Hu, Yue Xu, Shihang Qiu, Jia Cheng, Jun Lei
arXiv_AI
arXiv_AI
Embedding
Pose
Attention
CNN
Prediction
PDF
-
Do Different Deep Metric Learning Losses Lead to Similar Learned Features?
Konstantin Kobs, Michael Steininger, Andrzej Dulny, Andreas Hotho
arXiv_AI
arXiv_AI
Embedding
3D
Salient
Pose
Classification
PDF
-
Quantifying Language Variation Acoustically with Few Resources
Martijn Bartelds, Martijn Wieling
arXiv_CL
arXiv_CL
Embedding
Speech
PDF
-
On Disentangled and Locally Fair Representations
Yaron Gurovich, Sagie Benaim, Lior Wolf
arXiv_AI
arXiv_AI
Embedding
Classification
PDF
-
Contrastive Multi-view Hyperbolic Hierarchical Clustering
Fangfei Lin, Bing Bai, Kun Bai, Yazhou Ren, Peng Zhao, Zenglin Xu
arXiv_AI
arXiv_AI
Embedding
Pose
PDF
-
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation
Yujie Xing, Jinglun Cai, Nils Barlaug, Peng Liu, Jon Atle Gulla
arXiv_CL
arXiv_CL
Embedding
Pose
PDF
-
View-labels Are Indispensable: A Multifacet Complementarity Study of Multi-view Clustering
Chuanxing Geng, Aiyang Han, Songcan Chen
arXiv_CV
arXiv_CV
Embedding
Bert
Knowledge
Contrastive_Learning
Face
Attention
PDF
-
DouFu: A Double Fusion Joint Learning Method For Driving Trajectory Representation
Han Wang, Zhou Huang, Xiao Zhou, Ganmin Yin, Yi Bao
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Classification
Relation
Attention
Recommendation
PDF
-
Understanding Transfer Learning for Chest Radiograph Clinical Report Generation with Modified Transformer Architectures
Edward Vendrow, Ethan Schonfeld
arXiv_AI
arXiv_AI
Image_Caption
Transformer
Embedding
Transfer_Learning
Bert
Pose
Medical
Caption
PDF
-
Dangling-Aware Entity Alignment with Mixed High-Order Proximities
Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Detection
PDF
-
Knowledge Distillation of Russian Language Models with Reduction of Vocabulary
Alina Kolesnikova, Yuri Kuratov, Vasily Konovalov, Mikhail Burtsev
arXiv_CL
arXiv_CL
Transformer
Embedding
Knowledge
Pose
Sentiment
Language_Model
PDF
-
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer
Sharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Style_Transfer
Zero-Shot
Knowledge
Adversarial
Action
Denoising
GAN
PDF
-
Using virtual edges to extract keywords from texts modeled as complex networks
Jorge A. V. Tohalino, Thiago C. Silva, Diego R. Amancio
arXiv_CL
arXiv_CL
Embedding
Bert
Action
Language_Model
PDF
-
Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification
Haowei Zhu, Wenjing Ke, Dong Li, Ji Liu, Lu Tian, Yi Shan
arXiv_AI
arXiv_AI
Embedding
Recognition
Pose
Action
Attention
Re-identification
Inference
PDF
-
RecipeSnap -- a lightweight image-to-recipe model
Jianfa Chen, Yue Yin, Yifan Xu
arXiv_CV
arXiv_CV
Embedding
Recognition
Prediction
PDF
-
Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images
Pallavi Jain, Bianca Schoen-Phelan, Robert Ross
arXiv_CV
arXiv_CV
Segmentation
Embedding
Self-Supervised
Pose
Classification
PDF
-
Hyperbolic Relevance Matching for Neural Keyphrase Extraction
Mingyang Song, Yi Feng, Liping Jing
arXiv_CL
arXiv_CL
Embedding
Bert
Action
Matching
PDF
-
Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning
Jun Zhu, Céline Hudelot
arXiv_AI
arXiv_AI
Embedding
Sparse
Represenation_Learning
Pose
PDF
-
Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem
Ryoma Sato
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Classification
PDF
-
CoCa: Contrastive Captioners are Image-Text Foundation Models
Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Embedding
Recognition
Zero-Shot
Represenation_Learning
Classification
VQA
Attention
Caption
QA
PDF
-
Generalized Knowledge Distillation via Relationship Matching
Han-Jia Ye, Su Lu, De-Chuan Zhan
arXiv_CV
arXiv_CV
Embedding
Knowledge
Pose
Classification
Relation
Few-Shot
Matching
PDF
-
Cross-lingual Word Embeddings in Hyperbolic Space
Chandni Saxena, Mudit Chaudhary, Helen Meng
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
Relation
Language_Model
PDF
-
ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters
Xue Bin Peng, Yunrong Guo, Lina Halper, Sergey Levine, Sanja Fidler
arXiv_AI
arXiv_AI
Segmentation
Embedding
Unsupervised
Reinforcement_Learning
Adversarial
Pose
PDF
-
Self-Taught Metric Learning without Labels
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Relation
PDF
-
UCL-Dehaze: Towards Real-world Image Dehazing via Unsupervised Contrastive Learning
Yongzhen Wang, Xuefeng Yan, Fu Lee Wang, Haoran Xie, Wenhan Yang, Mingqiang Wei, Jing Qin
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Adversarial
Pose
Contrastive_Learning
PDF
-
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions
Angel Daruna, Devleena Das, Sonia Chernova
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Action
Inference
Prediction
PDF
-
Unified Semantic Typing with Meaningful Label Inference
James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen
arXiv_CL
arXiv_CL
Embedding
Knowledge
Classification
Relation
Inference
PDF
-
Cross-modal Representation Learning for Zero-shot Action Recognition
Chung-Ching Lin, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu
arXiv_CV
arXiv_CV
Transformer
Embedding
Recognition
Zero-Shot
Represenation_Learning
Knowledge
Action_Recognition
Action
Activity
Inference
PDF
-
Embedding Hallucination for Few-Shot Language Fine-tuning
Yiren Jian, Chongyang Gao, Soroush Vosoughi
arXiv_AI
arXiv_AI
Embedding
Regularization
Knowledge
Adversarial
Pose
Few-Shot
Language_Model
PDF
-
Efficient dynamic filter for robust and low computational feature extraction
Donghyeon Kim, Gwantae Kim, Bokyeung Lee, Jeong-gi Kwak, David K. Han, Hanseok Ko
arXiv_SD
arXiv_SD
Embedding
Pose
Action
Attention
PDF
-
SemAttack: Natural Textual Attacks via Different Semantic Spaces
Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li
arXiv_CL
arXiv_CL
Embedding
Bert
Knowledge
Adversarial
Pose
Language_Model
PDF
-
The Limits of Word Level Differential Privacy
Justus Mattern, Benjamin Weggenmann, Florian Kerschbaum
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Attention
Language_Model
PDF
-
Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language
Mounika Marreddy, Subba Reddy Oota, Lakshmi Sireesha Vakada, Venkata Charan Chinni, Radhika Mamidi
arXiv_AI
arXiv_AI
Transformer
Reconstruction
Embedding
Bert
Text_Classification
Speech
Pose
Emotion
Quantitative
Classification
Detection
Sentiment
CNN
PDF
-
D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction
Tingyu Fan, Linyao Gao, Yiling Xu, Zhu Li, Dong Wang
arXiv_CV
arXiv_CV
Embedding
Point_Cloud
3D
Sparse
Knowledge
Pose
Optical_Flow
Prediction
PDF
-
Entity-aware Transformers for Entity Search
Emma J. Gerritse, Faegheh Hasibi, Arjen P. de Vries
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Knowledge
Knowledge_Graph
Relation
Language_Model
PDF
-
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs
Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Matching
PDF
-
Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoning
Fangzhi Xu, Qika Lin, Jun Liu, Yudai Pan, Lingling Zhang
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Action
Relation
Attention
Prediction
PDF
-
Relation-guided acoustic scene classification aided with event embeddings
Yuanbo Hou, Bo Kang, Wout Van Hauwermeiren, Dick Botteldooren
arXiv_SD
arXiv_SD
Embedding
Recognition
Scene_Classification
Pose
Classification
Relation
PDF
-
Improving Visual Grounding with Visual-Linguistic Verification and Iterative Reasoning
Li Yang, Yan Xu, Chunfeng Yuan, Wei Liu, Bing Li, Weiming Hu
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Detection
Relation
Object_Detection
PDF
-
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders
Ivan Vulić, Goran Glavaš, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
arXiv_CL
arXiv_CL
Embedding
Knowledge
Pose
Contrastive_Learning
Language_Model
PDF
-
Gaze-enhanced Crossmodal Embeddings for Emotion Recognition
Ahmed Abdou, Ekta Sood, Philipp Müller, Andreas Bulling
arXiv_CV
arXiv_CV
Embedding
Recognition
Speech
Pose
Emotion
Classification
PDF
-
Unsupervised Contrastive Learning based Transformer for Lung Nodule Detection
Chuang Niu, Ge Wang
arXiv_AI
arXiv_AI
Transformer
Embedding
Unsupervised
3D
Self-Supervised
Pose
Contrastive_Learning
Detection
Attention
CNN
Prediction
PDF
-
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling
KiYoon Yoo, Nojun Kwak
arXiv_AI
arXiv_AI
Embedding
Text_Classification
Adversarial
Pose
Classification
PDF
-
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning
Linlin Chao, Taifeng Wang, Wei Chu
arXiv_AI
arXiv_AI
Embedding
Sparse
Knowledge
Knowledge_Graph
Self-Supervised
Pose
Relation
Inference
Prediction
PDF
-
Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval
Shupeng Su, Binjie Zhang, Yixiao Ge, Xuyuan Xu, Yexin Wang, Chun Yuan, Ying Shan
arXiv_CV
arXiv_CV
Embedding
Image_Retrieval
Pose
PDF
-
NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures
Jannis Vamvas, Rico Sennrich
arXiv_CL
arXiv_CL
Embedding
Adversarial
NMT
Relation
Text_Generation
PDF
-
A Survey on Sentence Embedding Models Performance for Patent Analysis
Hamid Bekamiri, Daniel S. Hain, Roman Jurowetzki
arXiv_CL
arXiv_CL
Embedding
Bert
Knowledge
Survey
Classification
PDF
-
Hybrid Relation Guided Set Matching for Few-shot Action Recognition
Xiang Wang, Shiwei Zhang, Zhiwu Qing, Mingqian Tang, Zhengrong Zuo, Changxin Gao, Rong Jin, Nong Sang
arXiv_CV
arXiv_CV
Embedding
Recognition
Pose
Action_Recognition
Action
Relation
Few-Shot
Matching
PDF
-
Simplifying Multilingual News Clustering Through Projection From a Shared Space
João Santos, Afonso Mendes, Sebastião Miranda
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
GAN
PDF
-
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph
Niclas Heilig, Jan Kirchhoff, Florian Stumpe, Joan Plepi, Lucie Flek, Heiko Paulheim
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Medical
Prediction
PDF
-
Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions
Wenjie Zheng, Wenxue Wang, Fulan Qian, Shu Zhao, Yanping Zhang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Attention
Prediction
PDF
-
TransHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction
Yizhi Li, Wei Fan, Chao Liu, Chenghua Lin, Jiang Qian
arXiv_AI
arXiv_AI
Embedding
Optimization
Knowledge
Knowledge_Graph
Pose
Face
Relation
Prediction
PDF
-
Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework
Shu Zhang, Ran Xu, Caiming Xiong, Chetan Ramaiah
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Contrastive_Learning
Relation
PDF
-
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion
Huda Hakami, Mona Hakami, Angrosh Mandya, Danushka Bollegala
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Prediction
PDF
-
Extremal GloVe: Theoretically Accurate Distributed Word Embedding by Tail Inference
Hao Wang
arXiv_CL
arXiv_CL
Embedding
Pose
Inference
Language_Model
Recommendation
PDF
-
Relevance-based Margin for Contrastively-trained Video Retrieval Models
Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera, Oswald Lanz
arXiv_CV
arXiv_CV
Embedding
Pose
GAN
Video_Retrieval
PDF
-
CapOnImage: Context-driven Dense-Captioning on Image
Yiqi Gao, Xinglin Hou, Yuanmeng Zhang, Tiezheng Ge, Yuning Jiang, Peng Wang
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Pose
Caption
PDF
-
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings
Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Pose
PDF
-
Modern Baselines for SPARQL Semantic Parsing
Debayan Banerjee, Pranav Ajit Nair, Jivat Neet Kaur, Ricardo Usbeck, Chris Biemann
arXiv_CL
arXiv_CL
Embedding
Bert
Knowledge
Knowledge_Graph
Relation
Language_Model
PDF
-
A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer
Ayan Sengupta, Tharun Suresh, Md Shad Akhtar, Tanmoy Chakraborty
arXiv_CL
arXiv_CL
Transformer
Embedding
Transfer_Learning
Zero-Shot
Represenation_Learning
Pose
Relation
Attention
Language_Model
PDF
-
Density-preserving Deep Point Cloud Compression
Yun He, Xinlin Ren, Danhang Tang, Yinda Zhang, Xiangyang Xue, Yanwei Fu
arXiv_CV
arXiv_CV
Embedding
Point_Cloud
Pose
Quantitative
PDF
-
Optimized latent-code selection for explainable conditional text-to-image GANs
Zhenxing Zhang, Lambert Schomaker
arXiv_CV
arXiv_CV
Embedding
Adversarial
Pose
GAN
PDF
-
Modular Domain Adaptation
Junshen K. Chen, Dallas Card, Dan Jurafsky
arXiv_CL
arXiv_CL
Embedding
Text_Classification
Classification
Sentiment
Recommendation
PDF
-
Word Embeddings and Validity Indexes in Fuzzy Clustering
Danial Toufani-Movaghar, Mohammad-Reza Feizi-Derakhshi
arXiv_AI
arXiv_AI
Embedding
Optimization
Attention
PDF
-
From Hyperbolic Geometry Back to Word Embeddings
Sultan Nurmukhamedov, Thomas Mach, Arsen Sheverdin, Zhenisbek Assylbekov
arXiv_CL
arXiv_CL
Embedding
PDF
-
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings
Danushka Bollegala
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Matching
PDF
-
Label Anchored Contrastive Learning for Language Understanding
Zhenyu Zhang, Yuming Zhao, Meng Chen, Xiaodong He
arXiv_CL
arXiv_CL
Embedding
Speech
Self-Supervised
Pose
Contrastive_Learning
Classification
Few-Shot
Language_Model
PDF
-
Generating Topological Structure of Floorplans from Room Attributes
Yin Yu, Hutchcroft Will, Khosravan Naji, Boyadzhiev Ivaylo, Fu Yun, Kang Sing Bing
arXiv_CV
arXiv_CV
Embedding
Pose
Quantitative
Relation
Prediction
PDF
-
Context-Aware Sequence Alignment using 4D Skeletal Augmentation
Taein Kwon, Bugra Tekin, Siyu Tang, Marc Pollefeys
arXiv_CV
arXiv_CV
Embedding
3D
Pose_Estimation
Self-Supervised
Pose
Action
Attention
CNN
PDF
-
A Comparative Study on Approaches to Acoustic Scene Classification using CNNs
Ishrat Jahan Ananya, Sarah Suad, Shadab Hafiz Choudhury, Mohammad Ashrafuzzaman Khan
arXiv_AI
arXiv_AI
Embedding
Scene_Classification
Classification
PDF
-
Deeper Insights into ViTs Robustness towards Common Corruptions
Rui Tian, Zuxuan Wu, Qi Dai, Han Hu, Yugang Jiang
arXiv_CV
arXiv_CV
Transformer
Embedding
Adversarial
CNN
PDF
-
Reformulating Speaker Diarization as Community Detection With Emphasis On Topological Structure
Siqi Zheng, Hongbin Suo
arXiv_SD
arXiv_SD
Embedding
Pose
Detection
PDF
-
Approach to Predicting News -- A Precise Multi-LSTM Network With BERT
Chia-Lin Chen (1), Pei-Yu Huang (2), Yi-Ting Huang (3), Chun Lin (3) ((1) Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan, (2) Management and Digital Innovation, University of London, Singapore, (3) Institute of Information Science, Academia Sinica, Taipei, Taiwan)
arXiv_CL
arXiv_CL
Transformer
Embedding
OCR
Bert
RNN
PDF
-
SceneTrilogy: On Scene Sketches and its Relationship with Text and Photo
Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Tao Xiang, Yi-Zhe Song
arXiv_CV
arXiv_CV
Embedding
Sketch
Image_Retrieval
Action
Relation
Attention
Caption
PDF
-
Topological Data Analysis for Anomaly Detection in Host-Based Logs
Thomas Davies
arXiv_AI
arXiv_AI
Embedding
Action
Detection
PDF
-
Retrieval-Augmented Diffusion Models
Andreas Blattmann, Robin Rombach, Kaan Oktay, Björn Ommer
arXiv_CV
arXiv_CV
Embedding
Pose
Relation
PDF
-
Translation between Molecules and Natural Language
Carl Edwards, Tuan Lai, Kevin Ros, Garrett Honke, Heng Ji
arXiv_AI
arXiv_AI
Embedding
Self-Supervised
Caption
Matching
PDF
-
Generalizable Neural Performer: Learning Robust Radiance Fields for Human Novel View Synthesis
Wei Cheng, Su Xu, Jingtan Piao, Chen Qian, Wayne Wu, Kwan-Yee Lin, Hongsheng Li
arXiv_CV
arXiv_CV
Embedding
3D
Sparse
Pose
Action
Deep_Learning
PDF
-
KnowAugNet: Multi-Source Medical Knowledge Augmented Medication Prediction Network with Multi-Level Graph Contrastive Learning
Yang An, Bo Jin, Xiaopeng Wei
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Ontology
Contrastive_Learning
Relation
Attention
Medical
CNN
Prediction
PDF
-
Tac2Pose: Tactile Object Pose Estimation from the First Touch
Maria Bauza, Antonia Bronars, Alberto Rodriguez
arXiv_CV
arXiv_CV
Embedding
3D
Pose_Estimation
Pose
Contrastive_Learning
Quantitative
Classification
Matching
PDF
-
Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking
Qian Dong, Yiding Liu, Suqi Cheng, Shuaiqiang Wang, Zhicong Cheng, Shuzi Niu, Dawei Yin
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Action
Language_Model
PDF
-
A Survey on Word Meta-Embedding Learning
Danushka Bollegala, James O'Neill
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Knowledge
Survey
PDF
-
Graph Convolutional Network Based Semi-Supervised Learning on Multi-Speaker Meeting Data
Fuchuan Tong, Siqi Zheng, Min Zhang, Yafeng Chen, Hongbin Suo, Qingyang Hong, Lin Li
arXiv_SD
arXiv_SD
Embedding
Unsupervised
Recognition
Pose
Attention
CNN
PDF
-
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference
Kai Hui, Honglei Zhuang, Tao Chen, Zhen Qin, Jing Lu, Dara Bahri, Ji Ma, Jai Prakash Gupta, Cicero Nogueira dos Santos, Yi Tay, Don Metzler
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
Attention
Inference
Language_Model
PDF
-
Audio-Visual Scene Classification Using A Transfer Learning Based Joint Optimization Strategy
Chengxin Chen, Meng Wang, Pengyuan Zhang
arXiv_CV
arXiv_CV
Embedding
Transfer_Learning
Scene_Classification
Optimization
Pose
Classification
Attention
PDF
-
Back-ends Selection for Deep Speaker Embeddings
Zhuo Li, Runqiu Xiao, Zihan Zhang, Zhenduo Zhao, Wenchao Wang, Pengyuan Zhang
arXiv_SD
arXiv_SD
Embedding
Recognition
PDF
-
An Item Response Theory Framework for Persuasion
Anastassia Kornilova, Daniel Argyle, Vladimir Eidelman
arXiv_CL
arXiv_CL
Embedding
PDF
-
Emotion-Aware Transformer Encoder for Empathetic Dialogue Generation
Raman Goel, Seba Susan, Sachin Vashisht, Armaan Dhanda
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Emotion
Face
Detection
Object_Detection
Language_Model
PDF
-
Dictionary Attacks on Speaker Verification
Mirko Marras, Pawel Korus, Anubhav Jain, Nasir Memon
arXiv_CV
arXiv_CV
Embedding
Optimization
Adversarial
Speech
Pose
Action
PDF
-
Progressive Learning for Image Retrieval with Hybrid-Modality Queries
Yida Zhao, Yuqing Song, Qin Jin
arXiv_CV
arXiv_CV
Embedding
Image_Retrieval
Knowledge
Self-Supervised
Pose
PDF
-
Embedding Knowledge for Document Summarization: A Survey
Yutong Qu, Wei Emma Zhang, Jian Yang, Lingfei Wu, Jia Wu, Xindong Wu
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Survey
Deep_Learning
Attention
Summarization
PDF
-
On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning
Muhammad Umer Anwaar, Zhihui Pan, Martin Kleinsteuber
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Image_Retrieval
Knowledge
Pose
QA
PDF
-
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
Yupeng Hou, Binbin Hu, Zhiqiang Zhang, Wayne Xin Zhao
arXiv_AI
arXiv_AI
Embedding
Pose
Prediction
Recommendation
PDF
-
Decoupled Side Information Fusion for Sequential Recommendation
Yueqi Xie, Peilin Zhou, Sunghun Kim
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Action
Relation
Attention
Prediction
Recommendation
PDF
-
Investigating Neural Architectures by Synthetic Dataset Design
Adrien Courtois, Jean-Michel Morel, Pablo Arias
arXiv_AI
arXiv_AI
Embedding
Sketch
Pose
Attention
Inference
PDF
-
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN
Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Unsupervised
Restoration
Knowledge
Pose
GAN
PDF
-
Unified Pretraining Framework for Document Understanding
Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Nikolaos Barmpalios, Rajiv Jain, Ani Nenkova, Tong Sun
arXiv_CV
arXiv_CV
Transformer
Embedding
Self-Supervised
Pose
Action
PDF
-
A Multi-level Alignment Training Scheme for Video-and-Language Grounding
Yubo Zhang, Feiyang Niu, Qing Ping, Govind Thattai
arXiv_CV
arXiv_CV
Embedding
Relation
QA
PDF
-
MCSE: Multimodal Contrastive Learning of Sentence Embeddings
Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow
arXiv_CL
arXiv_CL
Embedding
Pose
Contrastive_Learning
Relation
PDF
-
Locally Aggregated Feature Attribution on Natural Language Model Understanding
Sheng Zhang, Jin Wang, Haitao Jiang, Rui Song
arXiv_AI
arXiv_AI
Embedding
Recognition
Pose
Detection
Sentiment
Language_Model
PDF
-
Exploiting Session Information in BERT-based Session-aware Sequential Recommendation
Jinseok Seol, Youngrok Ko, Sang-goo Lee
arXiv_AI
arXiv_AI
Embedding
Bert
Pose
Action
Attention
Recommendation
PDF
-
EmbedTrack -- Simultaneous Cell Segmentation and Tracking Through Learning Offsets and Clustering Bandwidths
Katharina Löffler, Ralf Mikut
arXiv_CV
arXiv_CV
Segmentation
Embedding
Tracking
Deep_Learning
CNN
PDF
-
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering
Viktoriia Chekalina, Anton Razzhigaev, Albert Sayapin, Alexander Panchenko
arXiv_AI
arXiv_AI
Embedding
Optimization
Knowledge
Knowledge_Graph
Pose
Prediction
PDF
-
Modelling graph dynamics in fraud detection with 'Attention'
Susie Xi Rao, Clémence Lanfranchi, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang
arXiv_AI
arXiv_AI
Transformer
Embedding
Pose
Action
Deep_Learning
Detection
Attention
PDF
-
Data-Efficient Backdoor Attacks
Pengfei Xia, Ziqiang Li, Wei Zhang, Bin Li
arXiv_AI
arXiv_AI
Embedding
Optimization
Pose
PDF
-
Balancing Expert Utilization in Mixture-of-Experts Layers Embedded in CNNs
Svetlana Pavlitskaya, Christian Hubschneider, Lukas Struppek, J. Marius Zöllner
arXiv_CV
arXiv_CV
Embedding
Sparse
Pose
Classification
Detection
Object_Detection
CNN
Image_Classification
PDF
-
Few-Shot Object Detection with Proposal Balance Refinement
Sueyeon Kim, Woo-Jeoung Nam, Seong-Whan Lee
arXiv_CV
arXiv_CV
Embedding
Pose
Classification
Detection
Few-Shot
Object_Detection
Attention
PDF
-
Unifying Cosine and PLDA Back-ends for Speaker Verification
Zhiyuan Peng, Xuanji He, Ke Ding, Tan Lee, Guanglu Wan
arXiv_SD
arXiv_SD
Embedding
Relation
PDF
-
PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map
Chenfeng Xu, Tian Li, Chen Tang, Lingfeng Sun, Kurt Keutzer, Masayoshi Tomizuka, Alireza Fathi, Wei Zhan
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
PDF
-
ICDBigBird: A Contextual Embedding Model for ICD Code Classification
George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen Chen
arXiv_CL
arXiv_CL
Embedding
Pose
Classification
Relation
CNN
PDF
-
Monocular Depth Estimation Using Cues Inspired by Biological Vision Systems
Dylan Auty, Krystian Mikolajczyk
arXiv_CV
arXiv_CV
Segmentation
Embedding
3D
Knowledge
Pose
Relation
Prediction
PDF
-
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljačić, Shang-Wen Li, Wen-tau Yih, Yoon Kim, James Glass
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Language_Model
PDF
-
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space
Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Pose
Deep_Learning
Relation
Prediction
PDF
-
Cross-Lingual Query-Based Summarization of Crisis-Related Social Media: An Abstractive Approach Using Transformers
Fedor Vitiugin, Carlos Castillo
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Summarization
PDF
-
The NIST CTS Speaker Recognition Challenge
Seyed Omid Sadjadi, Craig Greenberg, Elliot Singer, Lisa Mason, Douglas Reynolds
arXiv_SD
arXiv_SD
Embedding
Recognition
Speech
Pose
Action
GAN
PDF
-
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding
Harish Tayyar Madabushi, Edward Gow-Smith, Marcos Garcia, Carolina Scarton, Marco Idiart, Aline Villavicencio
arXiv_CL
arXiv_CL
Embedding
Classification
Detection
GAN
PDF
-
Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion
Hye-jin Shim, Hemlata Tak, Xuechen Liu, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung, Soo-Whan Chung, Ha-Jin Yu, Bong-Jin Lee, Massimiliano Todisco, Héctor Delgado, Kong Aik Lee, Md Sahidullah, Tomi Kinnunen, Nicholas Evans
arXiv_SD
arXiv_SD
Embedding
Deep_Learning
Attention
PDF
-
Multi-task recommendation system for scientific papers with high-way networks
Aram Karimi, Simon Dobnik
arXiv_CL
arXiv_CL
Embedding
RNN
CNN
Recommendation
PDF
-
An Attention-Based Model for Predicting Contextual Informativeness and Curriculum Learning Applications
Sungjin Nam, David Jurgens, Kevyn Collins-Thompson
arXiv_CL
arXiv_CL
Embedding
Few-Shot
Attention
PDF
-
Layer-wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition
Xun Gong, Yizhou Lu, Zhikai Zhou, Yanmin Qian
arXiv_SD
arXiv_SD
Embedding
Recognition
Knowledge
Speech
Pose
Speech_Recognition
PDF
-
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics
Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad
arXiv_CL
arXiv_CL
Embedding
Bert
PDF
-
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation
Lu Zhang, Siqi Zhang, Xu Yang, Zhiyong Liu
arXiv_CV
arXiv_CV
Segmentation
Embedding
Knowledge
Pose
Classification
Attention
PDF
-
Res-CNN-BiLSTM Network for overcoming Mental Health Disturbances caused due to Cyberbullying through Social Media
Raunak Joshi, Abhishek Gupta, Nandan Kanvinde
arXiv_CL
arXiv_CL
Embedding
RNN
Pose
Deep_Learning
PDF
-
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval
Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
arXiv_CV
arXiv_CV
Transformer
Embedding
Regularization
Pose
Action
Attention
PDF
-
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
Mycal Tucker, Tiwalayo Eisape, Peng Qian, Roger Levy, Julie Shah
arXiv_CL
arXiv_CL
Embedding
Language_Model
PDF
-
Towards Arabic Sentence Simplification via Classification and Generative Approaches
Nouran Khallaf, Serge Sharoff
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Classification
PDF
-
Sound-Guided Semantic Video Generation
Seung Hyun Lee, Gyeongrok Oh, Wonmin Byeon, Jihyun Bae, Chanyoung Kim, Won Jeong Ryoo, Sang Ho Yoon, Jinkyu Kim, Sangpil Kim
arXiv_AI
arXiv_AI
Embedding
Pose
Relation
GAN
Visual_Relation
PDF
-
Uncertainty-based Cross-Modal Retrieval with Probabilistic Representations
Leila Pishdad, Ran Zhang, Konstantinos G. Derpanis, Allan Jepson, Afsaneh Fazly
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Image_Retrieval
Pose
Matching
PDF
-
DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation
Md Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Attention
Inference
Language_Model
PDF
-
AutoField: Automating Feature Selection in Deep Recommender Systems
Yejing Wang, Xiangyu Zhao, Tong Xu, Xian Wu
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Deep_Learning
Inference
Recommendation
PDF
-
Less than Few: Self-Shot Video Instance Segmentation
Pengwan Yang, Yuki M. Asano, Pascal Mettes, Cees G. M. Snoek
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Unsupervised
Video_Caption
Self-Supervised
Pose
Few-Shot
PDF
-
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge
Ashwani Tanwar, Jingqing Zhang, Julia Ive, Vibhor Gupta, Yike Guo
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Bert
Knowledge
PDF
-
RNNCTPs: A Neural Symbolic Reasoning Method Using Dynamic Knowledge Partitioning Technology
Yu-hao Wu, Hou-biao Li
arXiv_AI
arXiv_AI
Embedding
RNN
Knowledge
Knowledge_Graph
Pose
Relation
Inference
Prediction
PDF
-
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation
Binhui Xie, Shuang Li, Mingjia Li, Chi Harold Liu, Gao Huang, Guoren Wang
arXiv_CV
arXiv_CV
Segmentation
Embedding
Semantic_Segmentation
Optimization
Pose
Prediction
PDF
-
Multimodal Hate Speech Detection from Bengali Memes and Texts
Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Bharathi Raja Chakravarthi
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
RNN
Speech
Pose
Face
Deep_Learning
Detection
PDF
-
Audio Deep Fake Detection System with Neural Stitching for ADD 2022
Rui Yan, Cheng Wen, Shuran Zhou, Tingwei Guo, Wei Zou, Xiangang Li
arXiv_SD
arXiv_SD
Embedding
Speech
Pose
Detection
Attention
PDF
-
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks
Ziyang Luo, Yadong Xi, Jing Ma, Zhiwei Yang, Xiaoxi Mao, Changjie Fan, Rongsheng Zhang
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Pose
Attention
Language_Model
PDF
-
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
arXiv_CV
arXiv_CV
Embedding
Recognition
Video_Caption
Knowledge
Pose
Action_Recognition
Action
Attention
Optical_Flow
PDF
-
Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi
Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Sentiment_Classification
Text_Classification
Speech
Classification
Detection
Sentiment
PDF
-
Automated Audio Captioning using Audio Event Clues
Ayşegül Özkaya Eren, Mustafa Sert
arXiv_SD
arXiv_SD
Transformer
Embedding
Recognition
Pose
Action
Detection
Caption
PDF
-
Cylin-Painting: Seamless 360{deg} Panoramic Image Outpainting and Beyond with Cylinder-Style Convolutions
Kang Liao, Xiangyu Xu, Chunyu Lin, Wenqi Ren, Yunchao Wei, Yao Zhao
arXiv_CV
arXiv_CV
Embedding
Inpainting
Super_Resolution
Pose
Detection
Object_Detection
Attention
PDF
-
Exploring Dimensionality Reduction Techniques in Multilingual Transformers
Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho
arXiv_CL
arXiv_CL
Transformer
Embedding
Unsupervised
Pose
Action
Attention
PDF
-
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation
Xuanyu Zhang, Qing Yang, Dongliang Xu
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
PDF
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OMG: Observe Multiple Granularities for Natural Language-Based Vehicle Retrieval
Yunhao Du, Binyu Zhang, Xiangning Ruan, Fei Su, Zhicheng Zhao, Hong Chen
arXiv_CV
arXiv_CV
Surveillance
Embedding
Pose
PDF
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TigerLily: Finding drug interactions in silico with the Graph
Benedek Rozemberczki
arXiv_AI
arXiv_AI
Embedding
Sparse
Action
Prediction
PDF
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Modality-Balanced Embedding for Video Retrieval
Xun Wang, Bingqing Ke, Xuanping Li, Fangyu Liu, Mingyu Zhang, Xiao Liang, Qiushi Xiao, Yue Yu
arXiv_AI