Zero-Shot
Zero-Shot
-
Counterfactual Zero-Shot and Open-Set Visual Recognition
Zhongqi Yue, Tan Wang, Hanwang Zhang, Qianru Sun, Xian-Sheng Hua
arXiv_AI
arXiv_AI
Recognition
Zero-Shot
Pose
Classification
PDF
-
Sim-to-Real Transfer for Robotic Manipulation with Tactile Sensory
Zihan Ding, Ya-Yen Tsai, Wang Wei Lee, Bidan Huang
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
PDF
-
Generalization Through Hand-Eye Coordination: An Action Space for Learning Spatially-Invariant Visuomotor Control
Chen Wang, Rui Wang, Danfei Xu, Ajay Mandlekar, Li Fei-Fei, Silvio Savarese
arXiv_AI
arXiv_AI
Zero-Shot
Action
PDF
-
Recursive Training for Zero-Shot Semantic Segmentation
Ce Wang, Moshiur Farazi, Nick Barnes
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Zero-Shot
Pose
Classification
PDF
-
Knowledge-aware Zero-Shot Learning: Survey and Perspective
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Review
Survey
PDF
-
Learning Transferable Visual Models From Natural Language Supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, Ilya Sutskever
arXiv_CV
arXiv_CV
Image_Caption
Recognition
OCR
Zero-Shot
Action_Recognition
Action
Classification
Caption
PDF
-
Zero-Shot Learning Based on Knowledge Sharing
Zeng Ting, Xiang Hongxin, Xie Cheng, Yang Yun, Liu Qing
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Adversarial
Pose
Classification
PDF
-
Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification
Cheng Xie, Ting Zeng, Hongxin Xiang, Keqin Li, Yun Yang, Qing Liu
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Adversarial
Pose
Classification
GAN
Image_Classification
Prediction
PDF
-
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives
Nils Rethmeier, Isabelle Augenstein
arXiv_AI
arXiv_AI
Image_Caption
Zero-Shot
Adversarial
Self-Supervised
Contrastive_Learning
Survey
Relation
Language_Model
PDF
-
PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning
Angelos Filos, Clare Lyle, Yarin Gal, Sergey Levine, Natasha Jaques, Gregory Farquhar
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
Action
Few-Shot
Autonomous
PDF
-
Task-Specific Pre-Training and Cross Lingual Transfer for Code-Switched Data
Akshat Gupta, Sai Krishna Rallabandi, Alan Black
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Sentiment
PDF
-
Zero-Shot Text-to-Image Generation
Aditya Ramesh, Mikhail Pavlov, Gabriel Goh, Scott Gray, Chelsea Voss, Alec Radford, Mark Chen, Ilya Sutskever
arXiv_CV
arXiv_CV
Transformer
Segmentation
Zero-Shot
PDF
-
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning
Vinay Kumar Verma, Kevin Liang, Nikhil Mehta, Lawrence Carin
arXiv_CV
arXiv_CV
Zero-Shot
Pose
PDF
-
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning
Hongxin Xiang, Cheng Xie, Ting Zeng, Yun Yang
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
PDF
-
Cognitively Aided Zero-Shot Automatic Essay Grading
Sandeep Mathias, Rudra Murthy, Diptesh Kanojia, Pushpak Bhattacharyya
arXiv_AI
arXiv_AI
Zero-Shot
PDF
-
Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases
Xuehao Liu, Sarah Jane Delany, Susan McKeever
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Knowledge
Knowledge_Graph
Deep_Learning
Relation
CNN
PDF
-
How To Train Your HERON
Antoine Richard, Stephanie Aravecchia, Thomas Schillaci, Matthieu Geist, Cedric Pradalier
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Face
PDF
-
FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary
Terra Blevins, Mandar Joshi, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Knowledge
Few-Shot
PDF
-
Scan-Specific MRI Reconstruction using Zero-Shot Physics-Guided Deep Learning
Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Mehmet Akçakaya
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Transfer_Learning
Zero-Shot
Self-Supervised
Pose
Deep_Learning
PDF
-
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers
Liina Repo, Valtteri Skantsi, Samuel Rönnqvist, Saara Hellström, Miika Oinonen, Anna Salmela, Douglas Biber, Jesse Egbert, Sampo Pyysalo, Veronika Laippala
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
Language_Model
PDF
-
OntoZSL: Ontology-enhanced Zero-shot Learning
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Knowledge
Adversarial
Knowledge_Graph
Ontology
Classification
Relation
GAN
Image_Classification
PDF
-
Domain Adversarial Reinforcement Learning
Bonnie Li, Vincent François-Lavet, Thang Doan, Joelle Pineau
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Optimization
Adversarial
PDF
-
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
NMT
Denoising
Attention
PDF
-
Large Scale Distributed Collaborative Unlabeled Motion Planning with Graph Policy Gradients
Arbaaz Khan, Vijay Kumar, Alejandro Ribeiro
arXiv_RO
arXiv_RO
Zero-Shot
Pose
CNN
PDF
-
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation
Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
Autonomous
PDF
-
End-to-end Generative Zero-shot Learning via Few-shot Learning
Georgios Chochlakis, Efthymios Georgiou, Alexandros Potamianos
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Few-Shot
PDF
-
An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval
Osman Tursun, Simon Denman, Sridha Sridharan, Ethan Goan, Clinton Fookes
arXiv_CV
arXiv_CV
Zero-Shot
Sketch
Image_Retrieval
Knowledge
Pose
Classification
Detection
Object_Detection
Attention
CNN
Inference
PDF
-
Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning
Subhankar Ghosh
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
PDF
-
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs
Dora Jambor, Komal Teru, Joelle Pineau, William L. Hamilton
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Knowledge_Graph
Relation
Few-Shot
Prediction
PDF
-
Transductive Zero-Shot Learning by Decoupled Feature Generation
Federico Marmoreo, Jacopo Cavazza, Vittorio Murino
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Adversarial
Pose
Face
GAN
PDF
-
Metric Embedding Sub-discrimination Study
Ryan Furlong, Vincent O'Brien, James Garland, Francisco Dominguez-Mateos
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Salient
Emotion
Face
Few-Shot
PDF
-
Zero-shot Learning with Deep Neural Networks for Object Recognition
Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Review
Inference
PDF
-
Generalized Zero-shot Intent Detection via Commonsense Knowledge
A.B. Siddique, Fuad Jamour, Luxun Xu, Vagelis Hristidis
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Knowledge
Pose
Classification
Detection
Relation
PDF
-
Isometric Propagation Network for Generalized Zero-shot Learning
Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Relation
PDF
-
Learning Graph Embeddings for Compositional Zero-shot Learning
Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
QA
PDF
-
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search
Federico A. Galatolo, Mario G.C.A. Cimino, Gigliola Vaglini
arXiv_AI
arXiv_AI
Embedding
Image_Generation
Zero-Shot
GAN
Caption
PDF
-
Generative Spoken Language Modeling from Raw Audio
Kushal Lakhotia, Evgeny Kharitonov, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Benjamin Bolte, Tu-Anh Nguyen, Jade Copet, Alexei Baevski, Adelrahman Mohamed, Emmanuel Dupoux
arXiv_CL
arXiv_CL
Unsupervised
Bert
Zero-Shot
Speech
Language_Model
PDF
-
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition
Ming Lin, Pichao Wang, Zhenhong Sun, Hesen Chen, Xiuyu Sun, Qi Qian, Hao Li, Rong Jin
arXiv_CV
arXiv_CV
NAS
Recognition
Zero-Shot
Pose
Deep_Learning
CNN
Inference
PDF
-
Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers
Lisa Anne Hendricks, John Mellor, Rosalia Schneider, Jean-Baptiste Alayrac, Aida Nematzadeh
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Image_Retrieval
Self-Supervised
Attention
PDF
-
Semantic Borrowing for Generalized Zero-Shot Learning
Xiao-wei Chen (Sun Yat-sen University)
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Classification
Relation
PDF
-
Open World Compositional Zero-Shot Learning
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
PDF
-
Generative Multi-Label Zero-Shot Learning
Akshita Gupta, Sanath Narayan, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Joost van de Weijer
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Adversarial
Classification
Detection
Attention
GAN
Image_Classification
Inference
PDF
-
Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition
Pranay Gupta, Divyanshu Sharma, Ravi Kiran Sarvadevabhatla
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Speech
Action_Recognition
Action
PDF
-
Cross-Lingual Named Entity Recognition Using Parallel Corpus: A New Approach Using XLM-RoBERTa Alignment
Bing Li, Yujie He, Wenjin Xu
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Bert
Zero-Shot
Pose
PDF
-
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT
Benjamin Muller, Yanai Elazar, Benoît Sagot, Djamé Seddah
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Language_Model
PDF
-
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT
Isabel Papadimitriou, Ethan A. Chi, Richard Futrell, Kyle Mahowald
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Pose
Action
Classification
PDF
-
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks
Hyunjin Choi, Judong Kim, Seongho Joe, Seungjai Min, Youngjune Gwon
arXiv_AI
arXiv_AI
Transformer
Embedding
Bert
Zero-Shot
Sentiment
Language_Model
PDF
-
El Volumen Louder Por Favor: Code-switching in Task-oriented SemanticParsing
Arash Einolghozati, Abhinav Arora, Lorena Sainz-Maza Lecanda, Anuj Kumar, Sonal Gupta
arXiv_AI
arXiv_AI
OCR
Zero-Shot
Pose
Few-Shot
Language_Model
PDF
-
Meta-Learning for Effective Multi-task and Multilingual Modelling
Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar, Ganesh Ramakrishnan, Preethi Jyothi
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Knowledge
Pose
Action
PDF
-
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization
Cheng Xie, Hongxin Xiang, Ting Zeng, Yun Yang, Beibei Yu, Qing Liu
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Regularization
Knowledge
Pose
Face
Classification
Image_Classification
PDF
-
ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning
Yufei Wang, Ian D. Wood, Stephen Wan, Mark Johnson
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Reinforcement_Learning
Zero-Shot
Salient
Knowledge
Pose
Detection
Object_Detection
Caption
PDF
-
Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer
Zulfat Miftahutdinov, Artur Kadurin, Roman Kudrin, Elena Tutubalina
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Zero-Shot
Knowledge
Pose
Medical
PDF
-
Solving the Same-Different Task with Convolutional Neural Networks
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Deep_Learning
CNN
PDF
-
Generative Replay-based Continual Zero-Shot Learning
Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Attention
PDF
-
Generative Zero-shot Network Quantization
Xiangyu He, Qinghao Hu, Peisong Wang, Jian Cheng
arXiv_AI
arXiv_AI
Quantization
Recognition
Restoration
Zero-Shot
Optimization
GAN
CNN
PDF
-
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering
Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian McAuley
arXiv_CL
arXiv_CL
Tracking
Zero-Shot
Ontology
Inference
Language_Model
PDF
-
Semantic Disentangling Generalized Zero-ShotLearning
Zhi Chen, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Relation
Visual_Relation
PDF
-
Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning
H. J. Austin Wang, Karthik Narasimhan
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Knowledge
Attention
PDF
-
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition
Shreyank N Gowda, Laura Sevilla-Lara, Frank Keller, Marcus Rohrbach
arXiv_CV
arXiv_CV
Embedding
Recognition
Reinforcement_Learning
Zero-Shot
Pose
Action_Recognition
Action
PDF
-
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling
A.B. Siddique, Fuad Jamour, Vagelis Hristidis
arXiv_CL
arXiv_CL
Embedding
Recognition
Zero-Shot
Pose
Language_Model
Prediction
PDF
-
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models
Ronak Pradeep, Rodrigo Nogueira, Jimmy Lin
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Deep_Learning
PDF
-
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling
Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan
arXiv_AI
arXiv_AI
Zero-Shot
Speech
Pose
Few-Shot
Language_Model
PDF
-
Transforming Multi-Conditioned Generation from Meaning Representation
Joosung Lee
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Face
PDF
-
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning
Zhi Chen, Zi Huang, Jingjing Li, Zheng Zhang
arXiv_CV
arXiv_CV
Zero-Shot
Sparse
Pose
PDF
-
Zero-shot sim-to-real transfer of tactile control policies for aggressive swing-up manipulation
Thomas Bi, Carmelo Sferrazza, Raffaello D'Andrea
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Pose
Action
PDF
-
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models
Oscar Sainz, German Rigau
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Knowledge
Pose
Language_Model
PDF
-
Zero-shot Learning by Generating Task-specific Adapters
Qinyuan Ye, Xiang Ren
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Text_Generation
PDF
-
CIZSL++: Creativity Inspired Generative Zero-Shot Learning
Mohamed Elhoseiny, Kai Yi, Mohamed Elfeki
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Pose
PDF
-
An Integrated Attribute Guided Dense Attention Model for Fine-Grained Generalized Zero-Shot Learning
Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, Manzur Murshed, Guojun Lu
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Pose
Attention
PDF
-
A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Few-Shot
PDF
-
Incremental Embedding Learning via Zero-Shot Translation
Kun Wei, Cheng Deng, Xu Yang, Maosen Li
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Image_Retrieval
Regularization
Knowledge
Pose
Face
Classification
Deep_Learning
Relation
Face_Recognition
PDF
-
Towards Zero-Shot Knowledge Distillation for Natural Language Processing
Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar, Mehdi Rezagholizadeh
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Adversarial
Classification
Deep_Learning
PDF
-
Verb Knowledge Injection for Multilingual Event Processing
Olga Majewska, Ivan Vulić, Goran Glavaš, Edoardo M. Ponti, Anna Korhonen
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Knowledge
Action
Language_Model
PDF
-
Unsupervised Label-aware Event Trigger and Argument Classification
Hongming Zhang, Haoyu Wang, Dan Roth
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Ontology
Action
Classification
Language_Model
Prediction
PDF
-
Improving Zero-Shot Translation by Disentangling Positional Information
Danni Liu, Jan Niehues, James Cross, Francisco Guzmán, Xian Li
arXiv_CL
arXiv_CL
Zero-Shot
Pose
PDF
-
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning
Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, Manzur Murshed, Guojun Lu
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Optimization
Adversarial
Pose
GAN
PDF
-
Seeing past words: Testing the cross-modal capabilities of pretrained V&L models
Letitia Parcalabescu, Albert Gatt, Anette Frank, Iacer Calixto
arXiv_CV
arXiv_CV
Bert
Zero-Shot
Pose
PDF
-
Universal Policies for Software-Defined MDPs
Daniel Selsam, Jesse Michael Han, Leonardo de Moura, Patrice Godefroid
arXiv_AI
arXiv_AI
Zero-Shot
PDF
-
On Systematic Generalisation and Compositionality in Visual Referential Games with Straight-Through Gumbel-Softmax Estimator
Kevin Denamganaï, James Alfred Walker
arXiv_AI
arXiv_AI
Zero-Shot
Relation
PDF
-
Learning to Recover 3D Scene Shape from a Single Image
Wei Yin, Jianming Zhang, Oliver Wang, Simon Niklaus, Long Mai, Simon Chen, Chunhua Shen
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
3D
Zero-Shot
Pose
Prediction
PDF
-
Speech Enhancement with Zero-Shot Model Selection
Ryandhimas E. Zezario, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
arXiv_SD
arXiv_SD
Embedding
Enhancement
Zero-Shot
Speech
Pose
Deep_Learning
PDF
-
Exploring Transfer Learning For End-to-End Spoken Language Understanding
Subendhu Rongali, Beiye Liu, Liwei Cai, Konstantine Arkoudas, Chengwei Su, Wael Hamza
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Zero-Shot
Speech
Pose
Face
Action
Speech_Recognition
PDF
-
Variable-Shot Adaptation for Online Meta-Learning
Tianhe Yu, Xinyang Geng, Chelsea Finn, Sergey Levine
arXiv_AI
arXiv_AI
Zero-Shot
Optimization
Few-Shot
PDF
-
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer
Marko Vidoni, Ivan Vulić, Goran Glavaš
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Knowledge
Pose
PDF
-
Multilingual Transfer Learning for QA Using Translation as Data Augmentation
Mihaela Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Zero-Shot
Adversarial
Pose
Language_Model
QA
PDF
-
Infinite use of finite means: Zero-Shot Generalization using Compositional Emergent Protocols
Rishi Hazra, Sonu Dixit, Sayambhu Sen
arXiv_AI
arXiv_AI
Zero-Shot
PDF
-
Variational Interaction Information Maximization for Cross-domain Disentanglement
HyeongJoo Hwang, Geon-Hyeong Kim, Seunghoon Hong, Kee-Eung Kim
arXiv_CV
arXiv_CV
Zero-Shot
Sketch
Image_Retrieval
Knowledge
Adversarial
Pose
Action
PDF
-
Learning Portrait Style Representations
Sadat Shaik, Bernadette Bucher, Nephele Agrafiotis, Stephen Phillips, Kostas Daniilidis, William Schmenner
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Classification
PDF
-
KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning
Bin He, Xin Jiang, Jinghui Xiao, Qun Liu
arXiv_AI
arXiv_AI
Bert
Zero-Shot
Knowledge
Language_Model
QA
PDF
-
Event Guided Denoising for Multilingual Relation Learning
Amith Ananthram, Emily Allaway, Kathleen McKeown
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
Relation
Few-Shot
Relation_Extraction
Denoising
PDF
-
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design
Michael Dennis, Natasha Jaques, Eugene Vinitsky, Alexandre Bayen, Stuart Russell, Andrew Critch, Sergey Levine
arXiv_AI
arXiv_AI
Unsupervised
Transfer_Learning
Reinforcement_Learning
Zero-Shot
Adversarial
Pose
PDF
-
Intervention Design for Effective Sim2Real Transfer
Melissa Mozifian, Amy Zhang, Joelle Pineau, David Meger
arXiv_RO
arXiv_RO
Zero-Shot
Inference
PDF
-
Learning Disentangled Intent Representations for Zero-shot Intent Detection
Qingyi Si, Yuanxin Liu, Peng Fu, Jiangnan Li, Zheng Lin, Weiping Wang
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Detection
Relation
PDF
-
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains
Haojie Pan, Chengyu Wang, Minghui Qiu, Yichang Zhang, Yaliang Li, Jun Huang
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Few-Shot
Inference
Language_Model
PDF
-
Just Ask: Learning to Answer Questions from Millions of Narrated Videos
Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid
arXiv_CV
arXiv_CV
Transformer
Embedding
Zero-Shot
Pose
VQA
Activity
QA
PDF
-
CPM: A Large-scale Generative Chinese Pre-trained Language Model
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Few-Shot
Attention
Language_Model
PDF
-
Dual Geometric Graph Network -- Zero-Shot Refinement for Dense Shape Correspondence
Dvir Ginzburg, Dan Raviv
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Matching
PDF
-
Zero-Shot Calibration of Fisheye Cameras
Jae-Yeong Lee
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Quantitative
PDF
-
Fine-Grained Re-Identification
Priyank Pathak
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Attention
Re-identification
PDF
-
AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments
Eric Li, Jingyi Su, Hao Sheng, Lawrence Wai
arXiv_AI
arXiv_AI
Zero-Shot
PDF
-
Towards Zero-shot Cross-lingual Image Retrieval
Pranav Aggarwal, Ajinkya Kale
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Image_Retrieval
Caption
Inference
PDF
-
Zero-Shot Visual Slot Filling as Question Answering
Larry Heck, Simon Heck
arXiv_AI
arXiv_AI
Transfer_Learning
Bert
Zero-Shot
PDF
-
The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling
Tu Anh Nguyen, Maureen de Seyssel, Patricia Rozé, Morgane Rivière, Evgeny Kharitonov, Alexei Baevski, Ewan Dunbar, Emmanuel Dupoux
arXiv_CL
arXiv_CL
Unsupervised
Bert
Zero-Shot
Represenation_Learning
RNN
Speech
Self-Supervised
Language_Model
PDF
-
Zero-Shot Learning with Knowledge Enhanced Visual Semantic Embeddings
Karan Sikka, Jihua Huang, Andrew Silberfarb, Prateeth Nayak, Luke Rohrer, Pritish Sahu, John Byrnes, Ajay Divakaran, Richard Rohwer
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Relation
PDF
-
Open-Vocabulary Object Detection Using Captions
Alireza Zareian, Kevin Dela Rosa, Derek Hao Hu, Shih-Fu Chang
arXiv_AI
arXiv_AI
Image_Caption
Weakly_Supervised
Zero-Shot
Pose
Detection
Object_Detection
Caption
PDF
-
oLMpics -- On what Language Model Pre-training Captures
Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
arXiv_AI
arXiv_AI
Bert
Zero-Shot
Pose
Language_Model
PDF
-
A Multi-class Approach -- Building a Visual Classifier based on Textual Descriptions using Zero-Shot Learning
Preeti Jagdish Sajjan, Frank G. Glavin
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Zero-Shot
Knowledge
Classification
Image_Classification
Prediction
PDF
-
Circus ANYmal: A Quadruped Learning Dexterous Manipulation with Its Limbs
Fan Shi, Timon Homberger, Joonho Lee, Takahiro Miki, Moju Zhao, Farbod Farshidian, Kei Okada, Masayuki Inaba, Marco Hutter
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Knowledge
PDF
-
Sim-to-Real Task Planning and Execution from Perception via Reactivity and Recovery
Shohin Mukherjee, Chris Paxton, Arsalan Mousavian, Adam Fishman, Maxim Likhachev, Dieter Fox
arXiv_RO
arXiv_RO
Zero-Shot
Pose
Activity
PDF
-
A Review of Generalized Zero-Shot Learning Methods
Farhad Pourpanah, Moloud Abdar, Yuxuan Luo, Xinlei Zhou, Ran Wang, Chee Peng Lim, Xi-Zhao Wang
arXiv_CV
arXiv_CV
Zero-Shot
Review
PDF
-
Generalized Continual Zero-Shot Learning
Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Classification
Attention
PDF
-
On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing
Anjith George, Sebastien Marcel
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Recognition
Zero-Shot
Pose
Face
Face_Recognition
PDF
-
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases
Yu Gu, Sue Kase, Michelle Vanni, Brian Sadler, Percy Liang, Xifeng Yan, Yu Su
arXiv_AI
arXiv_AI
Embedding
Bert
Zero-Shot
Knowledge
Pose
QA
PDF
-
Towards Zero-Shot Learning with Fewer Seen Class Examples
Vinay Kumar Verma, Ashish Mishra, Anubha Pandey, Hema A. Murthy, Piyush Rai
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
GAN
PDF
-
On the Transferability of VAE Embeddings using Relational Knowledge with Semi-Supervision
Harald Strömfelt, Luke Dickens, Artur d'Avila Garcez, Alessandra Russo
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Zero-Shot
Knowledge
Pose
Relation
PDF
-
Zero-shot Learning for Relation Extraction
Jiaying Gong, Hoda Eldardiry
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Action
Relation
Few-Shot
Relation_Extraction
PDF
-
Transductive Zero-Shot Learning using Cross-Modal CycleGAN
Patrick Bordes, Eloi Zablocki, Benjamin Piwowarski, Patrick Gallinari
arXiv_AI
arXiv_AI
Zero-Shot
Adversarial
Pose
GAN
Matching
PDF
-
Robust Policies via Mid-Level Visual Representations: An Experimental Study in Manipulation and Navigation
Bryan Chen, Alexander Sax, Gene Lewis, Iro Armeni, Silvio Savarese, Amir Zamir, Jitendra Malik, Lerrel Pinto
arXiv_RO
arXiv_RO
Zero-Shot
PDF
-
Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages
Sanket Shah, Satarupa Guha, Simran Khanuja, Sunayana Sitaram
arXiv_CL
arXiv_CL
Zero-Shot
Speech
Pose
Detection
Language_Model
Matching
PDF
-
CalibreNet: Calibration Networks for Multilingual Sequence Labeling
Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Daxin Jiang
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Zero-Shot
Pose
Boundary_Detection
Detection
PDF
-
Zero-Shot Terrain Generalization for Visual Locomotion Policies
Alejandro Escontrela, George Yu, Peng Xu, Atil Iscen, Jie Tan
arXiv_RO
arXiv_RO
Reinforcement_Learning
3D
Zero-Shot
Pose
PDF
-
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming
Zhenpeng Zhou, Ahmad Beirami, Paul Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
arXiv_AI
arXiv_AI
Zero-Shot
Action
PDF
-
Simple means Faster: Real-Time Human Motion Forecasting in Monocular First Person Videos on CPU
Junaid Ahmed Ansari, Brojeshwar Bhowmick
arXiv_CV
arXiv_CV
Zero-Shot
RNN
Knowledge
Pose
Prediction
PDF
-
Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis
Erica Cooper, Xin Wang, Yi Zhao, Yusuke Yasuda, Junichi Yamagishi
arXiv_CL
arXiv_CL
Zero-Shot
RNN
Speech
Inference
PDF
-
Learning to Compose Hierarchical Object-Centric Controllers for Robotic Manipulation
Mohit Sharma, Jacky Liang, Jialiang Zhao, Alex LaGrassa, and, Oliver Kroemer
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
PDF
-
SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments
Hanjiang Hu, Baoquan Yang, Weiang Shi, Zhijian Qiao, Hesheng Wang
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Prediction
PDF
-
Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering
Kaixin Ma, Filip Ilievski, Jonathan Francis, Yonatan Bisk, Eric Nyberg, Alessandro Oltramari
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Language_Model
PDF
-
LBGP: Learning Based Goal Planning for Autonomous Following in Front
Payam Nikdel, Richard Vaughan, Mo Chen
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Autonomous
PDF
-
Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games
Alessandro Suglia, Antonio Vergari, Ioannis Konstas, Yonatan Bisk, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Inference
PDF
-
Context-Aware Answer Extraction in Question Answering
Yeon Seonwoo, Ji-Hoon Kim, Jung-Woo Ha, Alice Oh
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
Attention
Prediction
QA
PDF
-
Generalization to New Actions in Reinforcement Learning
Ayush Jain, Andrew Szot, Joseph J. Lim
arXiv_RO
arXiv_RO
Reinforcement_Learning
3D
Zero-Shot
Pose
Face
Action
PDF
-
Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation
Annette Rios, Mathias Müller, Rico Sennrich
arXiv_CL
arXiv_CL
Segmentation
Zero-Shot
PDF
-
Data-to-Text Generation with Iterative Text Editing
Zdeněk Kasner, Ondřej Dušek
arXiv_CL
arXiv_CL
Zero-Shot
Text_Generation
Language_Model
PDF
-
Cross-lingual Word Embeddings beyond Zero-shot Machine Translation
Shifei Chen, Ali Basirat
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Knowledge
PDF
-
Enabling Zero-shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Carlos Segura
arXiv_CL
arXiv_CL
Zero-Shot
Speech
Pose
NMT
PDF
-
COSMO: Conditional SEQ2SEQ-based Mixture Model for Zero-Shot Commonsense Question Answering
Farhad Moghimifar, Lizhen Qu, Yue Zhuo, Mahsa Baktashmotlagh, Gholamreza Haffari
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Knowledge_Graph
Action
Relation
PDF
-
Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels
Miruna Pislar, Marek Rei
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Knowledge
Pose
Classification
Attention
PDF
-
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification
Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Represenation_Learning
Knowledge
Knowledge_Graph
Pose
Classification
Relation
PDF
-
Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations
Kalesha Bullard, Franziska Meier, Douwe Kiela, Joelle Pineau, Jakob Foerster
arXiv_AI
arXiv_AI
3D
Zero-Shot
Knowledge
Pose
PDF
-
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages
Edoardo M. Ponti, Ivan Vulić, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Speech
Pose
Classification
Inference
Prediction
PDF
-
Multi-Class Zero-Shot Learning for Artistic Material Recognition
Alexander W Olson, Andreea Cucu, Tom Bock
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Zero-Shot
Sparse
Knowledge
Classification
Relation
PDF
-
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce model
Julian Lienen, Eyke Hüllermeier
arXiv_CV
arXiv_CV
Zero-Shot
Relation
PDF
-
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation
Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq Joty, Dragomir Radev, Yashar Mehdad
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Self-Supervised
Few-Shot
Summarization
PDF
-
GAZEV: GAN-Based Zero-Shot Voice Conversion over Non-parallel Speech Corpus
Zining Zhang, Bingsheng He, Zhenjie Zhang
arXiv_SD
arXiv_SD
Embedding
Zero-Shot
Speech
GAN
PDF
-
Effective Distant Supervision for Temporal Relation Extraction
Xinyu Zhao, Shih-ting Lin, Greg Durrett
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Action
Relation
Few-Shot
Relation_Extraction
PDF
-
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering
Arij Riabi, Thomas Scialom, Rachel Keraron, Benoît Sagot, Djamé Seddah, Jacopo Staiano
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Deep_Learning
QA
PDF
-
DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries
Aditi Chaudhary, Karthik Raman, Krishna Srinivasan, Jiecao Chen
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Represenation_Learning
Pose
Language_Model
PDF
-
Multilingual BERT Post-Pretraining Alignment
Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Mo Yu, Saloni Potdar
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Pose
Contrastive_Learning
Language_Model
QA
PDF
-
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing
Ohad Rubin, Jonathan Berant
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
PDF
-
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond
Xin Li, Lidong Bing, Wenxuan Zhang, Zheng Li, Wai Lam
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Language_Model
PDF
-
Zero-Shot Learning from scratch : leveraging local compositional representations
Tristan Sylvain, Linda Petrini, R Devon Hjelm
arXiv_CV
arXiv_CV
Zero-Shot
Represenation_Learning
Pose
Classification
PDF
-
How Phonotactics Affect Multilingual and Zero-shot ASR Performance
Siyuan Feng, Piotr Żelasko, Laureano Moro-Velázquez, Ali Abavisani, Mark Hasegawa-Johnson, Odette Scharenborg, Najim Dehak
arXiv_CL
arXiv_CL
Transformer
Recognition
Zero-Shot
Speech
Speech_Recognition
Language_Model
PDF
-
Meta-Learning for Domain Generalization in Semantic Parsing
Bailin Wang, Mirella Lapata, Ivan Titov
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Attention
PDF
-
STAR: A Schema-Guided Dialog Dataset for Transfer Learning
Johannes E. M. Mosig, Shikib Mehri, Thomas Kober
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Knowledge
Pose
PDF
-
AISHELL-3: A Multi-speaker Mandarin TTS Corpus and the Baselines
Yao Shi, Hui Bu, Xin Xu, Shaoji Zhang, Ming Li
arXiv_SD
arXiv_SD
Embedding
Zero-Shot
Speech
Pose
Emotion
PDF
-
Learning Graph-Based Priors for Generalized Zero-Shot Learning
Colin Samplawski, Jannik Wolff, Tassilo Klein, Moin Nabi
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Relation
Attention
PDF
-
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures
M. Li, H. Bai, L. Tan, K. Xiong, M. Li, J. Lin
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Pose
Language_Model
PDF
-
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas
Yogarshi Vyas, Miguel Ballesteros
arXiv_CL
arXiv_CL
Zero-Shot
Regularization
Knowledge
PDF
-
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction
Rui Feng, Jie Yuan, Chao Zhang
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Action
Detection
Few-Shot
Prediction
PDF
-
Clustering-based Inference for Zero-Shot Biomedical Entity Linking
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Action
Relation
Medical
Inference
Prediction
PDF
-
Learning Quadrupedal Locomotion over Challenging Terrain
Joonho Lee, Jemin Hwangbo, Lorenz Wellhausen, Vladlen Koltun, Marco Hutter
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Autonomous
PDF
-
Learning Speaker Embedding from Text-to-Speech
Jaejin Cho, Piotr Zelasko, Jesus Villalba, Shinji Watanabe, Najim Dehak
arXiv_SD
arXiv_SD
Reconstruction
Embedding
Unsupervised
Zero-Shot
Represenation_Learning
Speech
Self-Supervised
Classification
PDF
-
Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks
Xiachong Feng, Xiaocheng Feng, Bing Qin, Ting Liu
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Summarization
PDF
-
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking
Elliot Schumacher, James Mayfield, Mark Dredze
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Pose
PDF
-
Synthesizing the Unseen for Zero-shot Object Detection
Nasir Hayat, Munawar Hayat, Shafin Rahman, Salman Khan, Syed Waqas Zamir, Fahad Shahbaz Khan
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Detection
Object_Detection
Inference
PDF
-
Revisiting Modularized Multilingual NMT to Meet Industrial Demands
Sungwon Lyu, Bokyung Son, Kichang Yang, Jaekyoung Bae
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
-
DeepAveragers: Offline Reinforcement Learning by Solving Derived Non-Parametric MDPs
Aayam Shrestha, Stefan Lee, Prasad Tadepalli, Alan Fern
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
PDF
-
Make Lead Bias in Your Favor: Zero-shot Abstractive News Summarization
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
arXiv_CL
arXiv_CL
Zero-Shot
Salient
Self-Supervised
Pose
Summarization
PDF
-
Cross-Lingual Relation Extraction with Transformers
Jian Ni, Taesun Moon, Parul Awasthy, Radu Florian
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Zero-Shot
Represenation_Learning
Pose
Action
Relation
Relation_Extraction
PDF
-
Explicit Alignment Objectives for Multilingual Bidirectional Encoders
Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Bert
Zero-Shot
Classification
PDF
-
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs
Jueqing Lu, Lan Du, Ming Liu, Joanna Dipnall
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Knowledge
Classification
Relation
Few-Shot
PDF
-
No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet Detection
Debanjana Kar, Mohit Bhardwaj, Suranjana Samanta, Amar Prakash Azad
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Pose
Detection
PDF
-
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization
Alessandro Raganato, Tommaso Pasini, Jose Camacho-Collados, Mohammad Taher Pilehvar
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Classification
PDF
-
A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures
Jinting Wu, Yujia Zhang, Xiaoguang Zhao
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Gesture
RNN
Memory_Networks
Regularization
Speech
Emotion
Action
Classification
Detection
Object_Detection
Attention
Prediction
PDF
-
The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT
Jörg Tiedemann
arXiv_CL
arXiv_CL
Zero-Shot
Few-Shot
PDF
-
Model Selection for Cross-Lingual Transfer using a Learned Scoring Function
Yang Chen, Alan Ritter
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
Zero-Shot
Pose
PDF
-
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling
Zonghai Yao, Liangliang Cao, Huapu Pan
arXiv_AI
arXiv_AI
Embedding
Bert
Zero-Shot
Pose
PDF
-
SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search
Sean MacAvaney, Arman Cohan, Nazli Goharian
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Medical
PDF
-
Controllable Paraphrasing and Translation with a Syntactic Exemplar
Mingda Chen, Sam Wiseman, Kevin Gimpel
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Quantitative
PDF
-
Toward Cross-Lingual Definition Generation for Language Learners
Cunliang Kong, Liner Yang, Tianzuo Zhang, Qinan Fan, Zhenghao Liu, Yun Chen, Erhong Yang
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Language_Model
PDF
-
Connecting the Dots Between Fact Verification and Fake News Detection
Qifei Li, Wangchunshu Zhou
arXiv_AI
arXiv_AI
Bert
Zero-Shot
Pose
Detection
Summarization
Language_Model
PDF
-
Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only
Ziyi Liu, Giannis Karamanolakis, Daniel Hsu, Luis Gravano
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Text_Classification
Review
Classification
Detection
Sentiment
PDF
-
Anomaly Detection based on Zero-Shot Outlier Synthesis and Hierarchical Feature Distillation
Adín Ramírez Rivera, Adil Khan, Imad E. I. Bekkouch, Taimoor S. Sheikh
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Detection
PDF
-
Zero-Shot Translation Quality Estimation with Explicit Cross-Lingual Patterns
Lei Zhou, Liang Ding, Koichi Takeda
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Pose
Matching
PDF
-
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data
Silei Xu, Sina J. Semnani, Giovanni Campagna, Monica S. Lam
arXiv_CL
arXiv_CL
Zero-Shot
Speech
Pose
QA
PDF
-
Background Learnable Cascade for Zero-Shot Object Detection
Ye Zheng, Ruoran Huang, Chuanqi Han, Xi Huang, Li Cui
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Detection
Object_Detection
PDF
-
Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task
Thibault Sellam, Amy Pu, Hyung Won Chung, Sebastian Gehrmann, Qijun Tan, Markus Freitag, Dipanjan Das, Ankur P. Parikh
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Prediction
PDF
-
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding
Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Zero-Shot
Pose
Action
Inference
PDF
-
A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks
Nikunj Saunshi, Sadhika Malladi, Sanjeev Arora
arXiv_AI
arXiv_AI
Zero-Shot
Classification
Language_Model
Prediction
PDF
-
Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations
Emily Allaway, Kathleen McKeown
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Detection
Relation
PDF
-
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization
Tzuf Paz-Argaman, Yuval Atzmon, Gal Chechik, Reut Tsarfaty
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Knowledge
Pose
Attention
Summarization
PDF
-
Learning Clusterable Visual Features for Zero-Shot Recognition
Jingyi Xu, Zhixin Shu, Dimitris Samaras
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Zero-Shot
Pose
Classification
Few-Shot
PDF
-
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning
Sumedh A. Sontakke, Arash Mehrjou, Laurent Itti, Bernhard Schölkopf
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Represenation_Learning
Knowledge
Self-Supervised
Pose
Action
PDF
-
Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning
Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Relation
PDF
-
PRover: Proof Generation for Interpretable Reasoning over Rules
Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, Mohit Bansal
arXiv_AI
arXiv_AI
Transformer
Zero-Shot
Knowledge
Inference
QA
PDF
-
The Multilingual Amazon Reviews Corpus
Phillip Keung, Yichao Lu, György Szarvas, Noah A. Smith
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Zero-Shot
Text_Classification
Review
Pose
Classification
PDF
-
Multi-task Learning for Multilingual Neural Machine Translation
Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
NMT
Denoising
PDF
-
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang
arXiv_AI
arXiv_AI
Transfer_Learning
Zero-Shot
Knowledge
Pose
Few-Shot
Text_Generation
PDF
-
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels
Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
Zero-Shot
Text_Classification
Pose
Classification
Attention
PDF
-
Cross-Lingual Transfer Learning for Complex Word Identification
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Zero-Shot
Pose
Few-Shot
PDF
-
Long-Tail Zero and Few-Shot Learning via Contrastive Pretraining on and for Small Data
Nils Rethmeier, Isabelle Augenstein
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Text_Classification
Sparse
Self-Supervised
Pose
Classification
Sentiment
Few-Shot
PDF
-
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale
Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Self-Supervised
Pose
QA
Matching
PDF
-
Taking Modality-free Human Identification as Zero-shot Learning
Zhizhe Liu, Xingxing Zhang, Zhenfeng Zhu, Shuai Zheng, Yao Zhao, Jian Cheng
arXiv_CV
arXiv_CV
Surveillance
Tracking
Person_Re-identification
Zero-Shot
Pose
Face
Detection
Attention
Re-identification
PDF
-
Contrastive Learning of Medical Visual Representations from Paired Images and Text
Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz
arXiv_CV
arXiv_CV
Image_Caption
Unsupervised
Zero-Shot
Pose
Contrastive_Learning
Action
Classification
Medical
Image_Classification
PDF
-
Nearest Neighbor Machine Translation
Urvashi Khandelwal, Angela Fan, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis
arXiv_CL
arXiv_CL
Zero-Shot
PDF
-
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds
Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Action
Language_Model
PDF
-
Multi-agent Social Reinforcement Learning Improves Generalization
Kamal Ndousse, Douglas Eck, Sergey Levine, Natasha Jaques
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
PDF
-
Transfer Learning from Monolingual ASR to Transcription-free Cross-lingual Voice Conversion
Che-Jui Chang
arXiv_SD
arXiv_SD
Transfer_Learning
Zero-Shot
Knowledge
Speech
Pose
PDF
-
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung
arXiv_CL
arXiv_CL
Zero-Shot
Regularization
Adversarial
Pose
Few-Shot
PDF
-
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study
Saurabh Kulshreshtha, José Luis Redondo-García, Ching-Yun Chang
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Zero-Shot
Pose
PDF
-
A Prototype-Based Generalized Zero-Shot Learning Framework for Hand Gesture Recognition
Jinting Wu, Yujia Zhang, Xiaoguang Zhao
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Gesture
Pose
Action
Detection
Object_Detection
Prediction
PDF
-
Zero-Shot Clinical Acronym Expansion with a Hierarchical Metadata-Based Latent Variable Model
Griffin Adams, Mert Ketenci, Adler Perotte, Noemie Elhadad
arXiv_CL
arXiv_CL
Zero-Shot
Represenation_Learning
Action
PDF
-
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation
Zhangxuan Gu, Siyuan Zhou, Li Niu, Zihan Zhao, Liqing Zhang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Zero-Shot
Pose
Classification
Relation
Image_Classification
PDF
-
Attribute Propagation Network for Graph Zero-shot Learning
Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Classification
PDF
-
Style-invariant Cardiac Image Segmentation with Test-time Augmentation
Xiaoqiong Huang, Zejian Chen, Xin Yang, Zhendong Liu, Yuxin Zou, Mingyuan Luo, Wufeng Xue, Dong Ni
arXiv_CV
arXiv_CV
Segmentation
Style_Transfer
Zero-Shot
Pose
Prediction
PDF
-
Crosslingual Topic Modeling with WikiPDA
Tiziano Piccardi, Robert West
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Classification
PDF
-
Zero-Shot Learning -- The Good, the Bad and the Ugly
Yongqin Xian, Bernt Schiele, Zeynep Akata
arXiv_CV
arXiv_CV
Zero-Shot
Pose
PDF
-
Worst-Case-Aware Curriculum Learning for Zero and Few Shot Transfer
Sheng Zhang, Xin Zhang, Weiming Zhang, Anders Søgaard
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Few-Shot
PDF
-
Visual-Semantic Embedding Model Informed by Structured Knowledge
Mirantha Jayathilaka, Tingting Mu, Uli Sattler
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Classification
Image_Classification
PDF
-
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition
Wenliang Dai, Zihan Liu, Tiezheng Yu, Pascale Fung
arXiv_CL
arXiv_CL
Embedding
Recognition
Zero-Shot
Pose
Emotion
Relation
Few-Shot
Prediction
PDF
-
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders
Abhishek Banerjee, Uttaran Bhattacharya, Aniket Bera
arXiv_CV
arXiv_CV
Embedding
3D
Zero-Shot
Gesture
Represenation_Learning
Adversarial
Emotion
Language_Model
PDF
-
Zero-shot Multi-Domain Dialog State Tracking Using Descriptive Rules
Edgar Altszyler, Pablo Brusco, Nikoletta Basiou, John Byrnes, Dimitra Vergyri
arXiv_AI
arXiv_AI
Tracking
Zero-Shot
Prediction
PDF
-
Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction
Mariya Toneva, Otilia Stretcu, Barnabas Poczos, Leila Wehbe, Tom M. Mitchell
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Action
Activity
Prediction
PDF
-
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
Karsten Roth, Timo Milbich, Björn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
PDF
-
Knowledge Guided Learning: Towards Open Domain Egocentric Action Recognition with Zero Supervision
Sathyanarayanan N. Aakur, Sanjoy Kundu, Nikhil Gunti
arXiv_AI
arXiv_AI
Recognition
Zero-Shot
Knowledge
Self-Supervised
Pose
Face
Action_Recognition
Action
Classification
Deep_Learning
Detection
Object_Detection
Attention
PDF
-
Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning
Yang Liu, Lei Zhou, Xiao Bai, Lin Gu, Tatsuya Harada, Jun Zhou
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Action
Classification
PDF
-
Grounded Adaptation for Zero-shot Executable Semantic Parsing
Victor Zhong, Mike Lewis, Sida I. Wang, Luke Zettlemoyer
arXiv_AI
arXiv_AI
Zero-Shot
Pose
PDF
-
Zero-shot Synthesis with Group-Supervised Learning
Yunhao Ge, Sami Abu-El-Haija, Gan Xin, Laurent Itti
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Quantitative
PDF
-
Prior Knowledge about Attributes: Learning a More Effective Potential Space for Zero-Shot Recognition
Chunlai Chai, Yukuan Lou, Shijin Zhang
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Classification
Relation
PDF
-
Visually Analyzing and Steering Zero Shot Learning
Saroj Sahoo, Matthew Berger
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Prediction
PDF
-
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation
Jinghua Wang, Jianmin Jiang
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
Classification
Relation
GAN
Image_Classification
PDF
-
Adversarial Learning for Zero-shot Domain Adaptation
Jinghua Wang, Jianmin Jiang
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
GAN
PDF
-
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding
Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Represenation_Learning
Knowledge
Pose
Classification
Inference
Language_Model
Prediction
PDF
-
Seeing wake words: Audio-visual Keyword Spotting
Liliane Momeni, Triantafyllos Afouras, Themos Stafylakis, Samuel Albanie, Andrew Zisserman
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Face
Detection
CNN
Matching
PDF
-
Zero-Shot Human-Object Interaction Recognition via Affordance Graphs
Alessio Sarullo, Tingting Mu
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Pose
Action_Recognition
Action
Relation
PDF
-
Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow
Yu-Chao Gu, Le Zhang, Yun Liu, Shao-Ping Lu, Ming-Ming Cheng
arXiv_CV
arXiv_CV
Reconstruction
Zero-Shot
Regularization
Knowledge
Pose
Classification
GAN
PDF
-
Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature
Bo Liu, Qiulei Dong, Zhanyi Hu
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Adversarial
Pose
PDF
-
All About Knowledge Graphs for Actions
Pallabi Ghosh, Nirat Saini, Larry S. Davis, Abhinav Shrivastava
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Action_Recognition
Action
Few-Shot
PDF
-
Bias-Awareness for Zero-Shot Learning the Seen and Unseen
William Thong, Cees G.M. Snoek
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Pose
PDF
-
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark
Haoran Li, Abhinav Arora, Shuohui Chen, Anchit Gupta, Sonal Gupta, Yashar Mehdad
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Detection
PDF
-
Inducing Language-Agnostic Multilingual Representations
Wei Zhao, Steffen Eger, Johannes Bjerva, Isabelle Augenstein
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Action
PDF
-
Attribute Prototype Network for Zero-Shot Learning
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Zero-Shot
Represenation_Learning
Knowledge
Pose
PDF
-
A Deep Dive into Adversarial Robustness in Zero-Shot Learning
Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Adversarial
Attention
PDF
-
Zero Shot Domain Generalization
Udit Maniyar, Joseph K J, Aniket Anand Deshmukh, Urun Dogan, Vineeth N Balasubramanian
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
PDF
-
Context-aware Feature Generation for Zero-shot Semantic Segmentation
Zhangxuan Gu, Siyuan Zhou, Li Niu, Zihan Zhao, Liqing Zhang
arXiv_CV
arXiv_CV
Segmentation
Embedding
Semantic_Segmentation
Zero-Shot
Knowledge
Pose
PDF
-
DeVLBert: Learning Deconfounded Visio-Linguistic Representations
Shengyu Zhang, Tan Jiang, Tan Wang, Kun Kuang, Zhou Zhao, Jianke Zhu, Jin Yu, Hongxia Yang, Fei Wu
arXiv_CV
arXiv_CV
Bert
Zero-Shot
Image_Retrieval
Pose
Quantitative
Relation
VQA
PDF
-
Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation
Goran Glavaš, Ivan Vulić
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Knowledge
Self-Supervised
Language_Model
PDF
-
Crossing The Gap: A Deep Dive into Zero-Shot Sim-to-Real Transfer for Dynamics
Eugene Valassakis, Zihan Ding, Edward Johns
arXiv_RO
arXiv_RO
Zero-Shot
Pose
PDF
-
ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection
Ye Liu, Junsong Yuan, Chang Wen Chen
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Action
Detection
Relation
Attention
PDF
-
ANDES at SemEval-2020 Task 12: A jointly-trained BERT multilingual model for offensive language detection
Juan Manuel Pérez, Aymé Arango, Franco Luque
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Pose
Detection
Few-Shot
PDF
-
Model-Based Offline Planning
Arthur Argenson, Gabriel Dulac-Arnold
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
Action
PDF
-
A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
arXiv_CV
arXiv_CV
Zero-Shot
Sketch
Pose
PDF
-
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity
Brian Thompson, Matt Post
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
-
Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions
Dipjyoti Paul, Yannis Pantazis, Yannis Stylianou
arXiv_SD
arXiv_SD
Embedding
Zero-Shot
RNN
Speech
Pose
Deep_Learning
PDF
-
A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning
Xingyu Chen, Xuguang Lan, Fuchun Sun, Nanning Zheng
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Classification
PDF
-
Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning
Yannick Le Cacheux, Adrian Popescu, Hervé Le Borgne
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
PDF
-
Zero-Shot Multi-View Indoor Localization via Graph Location Networks
Meng-Jiun Chiou, Zhenguang Liu, Yifang Yin, Anan Liu, Roger Zimmermann
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Pose
Prediction
PDF
-
Generalized Zero-Shot Domain Adaptation via Coupled Conditional Variational Autoencoders
Qian Wang, Toby P. Breckon
arXiv_CV
arXiv_CV
Unsupervised
Zero-Shot
Pose
Classification
PDF
-
RareAct: A video dataset of unusual interactions
Antoine Miech, Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic, Andrew Zisserman
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Action_Recognition
Action
Few-Shot
PDF
-
Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge
He Huang, Yuanwei Chen, Wei Tang, Wenhao Zheng, Qing-Guo Chen, Yao hu, Philip Yu
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Classification
Relation
CNN
PDF
-
Learning from Few Samples: A Survey
Nihar Bendre, Hugo Terashima Marín, Peyman Najafirad
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Optimization
Knowledge
Survey
Classification
Few-Shot
Image_Classification
PDF
-
Toward Zero-Shot Unsupervised Image-to-Image Translation
Yuanqi Chen, Xiaoming Yu, Shan Liu, Ge Li
arXiv_CV
arXiv_CV
Unsupervised
Zero-Shot
Pose
Quantitative
Classification
Relation
PDF
-
KOVIS: Keypoint-based Visual Servoing with Zero-Shot Sim-to-Real Transfer for Robotics Manipulation
En Yen Puang, Keng Peng Tee, Wei Jing
arXiv_RO
arXiv_RO
Zero-Shot
Adversarial
Self-Supervised
Pose
PDF
-
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches
Zhi Chen, Sen Wang, Jingjing Li, Zi Huang
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
Classification
Attention
GAN
Image_Classification
PDF
-
Visual Compositional Learning for Human-Object Interaction Detection
Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Action
Detection
Relation
PDF
-
IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize?
Jaeyoul Shin, Taeuk Kim, Sang-goo Lee
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Attention
Language_Model
PDF
-
Towards Recognizing Unseen Categories in Unseen Domains
Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
PDF
-
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual Descriptions
Anurag Roy, Vinay Kumar Verma, Kripabandhu Ghosh, Saptarshi Ghosh
arXiv_CV
arXiv_CV
Zero-Shot
Image_Retrieval
Pose
Classification
GAN
PDF
-
Zero-Shot Recognition through Image-Guided Semantic Classification
Mei-Chen Yeh, Fang Li
arXiv_CV
arXiv_CV
Embedding
Enhancement
Recognition
Zero-Shot
Pose
Classification
Inference
PDF
-
Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning
Maunil R Vyas, Hemanth Venkateswara, Sethuraman Panchanathan
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Pose
Relation
GAN
PDF
-
Enhancing Generalized Zero-Shot Learning via Adversarial Visual-Semantic Interaction
Shivam Chandhok, Vineeth N Balasubramanian
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Represenation_Learning
Knowledge
Adversarial
Pose
Action
Inference
PDF
-
COBE: Contextualized Object Embeddings from Narrated Instructional Video
Gedas Bertasius, Lorenzo Torresani
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Pose
Action
Detection
Few-Shot
Object_Detection
PDF
-
Video Object Segmentation with Episodic Graph Memory Networks
Xinkai Lu, Wenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Van Gool
arXiv_CV
arXiv_CV
Segmentation
Gradient_Descent
Zero-Shot
Memory_Networks
Knowledge
Pose
Relation
GAN
Prediction
PDF
-
Generative Graph Perturbations for Scene Graph Prediction
Boris Knyazev, Harm de Vries, Cătălina Cangea, Graham W. Taylor, Aaron Courville, Eugene Belilovsky
arXiv_CV
arXiv_CV
Bert
Zero-Shot
Adversarial
Pose
Action
Relation
GAN
Language_Model
Prediction
PDF
-
Invertible Zero-Shot Recognition Flows
Yuming Shen, Jie Qin, Lei Huang
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Pose
GAN
PDF
-
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning
Yuhuai Wu, Honghua Dong, Roger Grosse, Jimmy Ba
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Relation
PDF
-
Cross-lingual Inductive Transfer to Detect Offensive Language
Kartikey Pant, Tanvi Dadu
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
GAN
PDF
-
On Learning Semantic Representations for Million-Scale Free-Hand Sketches
Peng Xu, Yongye Huang, Tongtong Yuan, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song, Liang Wang
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Sparse
Sketch
RNN
Knowledge
Pose
PDF
-
Jump Operator Planning: Goal-Conditioned Policy Ensembles and Zero-Shot Transfer
Thomas J. Ringstrom, Mohammadhosein Hasanbeig, Alessandro Abate
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Action
PDF
-
Bayesian multilingual topic model for zero-shot cross-lingual topic identification
Santosh Kesiraju, Sangeet Sagar, Ondřej Glembek, Lukáš Burget, Suryakanth V Gangashetty
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
RNN
Pose
PDF
-
Learning unbiased zero-shot semantic segmentation networks via transductive transfer
Haiyang Liu, Yichen Wang, Jiayi Zhao, Guowu Yang, Fengmao Lv
arXiv_CV
arXiv_CV
Segmentation
Embedding
Semantic_Segmentation
Zero-Shot
Knowledge
Pose
Relation
Prediction
PDF
-
Ontology-guided Semantic Composition for Zero-Shot Learning
Jiaoyan Chen, Freddy Lecue, Yuxia Geng, Jeff Z. Pan, Huajun Chen
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Pose
Ontology
Classification
Relation
VQA
Image_Classification
PDF
-
A Simple Domain Shifting Networkfor Generating Low Quality Images
Guruprasad Hegde, Avinash Nittur Ramesh, Kanchana Vaishnavi Gandikota, Roman Obermaisser, Michael Moeller
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Pose
Classification
Deep_Learning
PDF
-
Leveraging Subword Embeddings for Multinational Address Parsing
Marouane Yassine, David Beauchemin, François Laviolette, Luc Lamontagne
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Zero-Shot
Knowledge
Pose
PDF
-
Knowledge-Aware Language Model Pretraining
Corby Rosset, Chenyan Xiong, Minh Phan, Xia Song, Paul Bennett, Saurabh Tiwary
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Knowledge
Language_Model
Prediction
PDF
-
Analogical Image Translation for Fog Generation
Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Gool
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
PDF
-
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards
Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov
arXiv_CL
arXiv_CL
Reinforcement_Learning
Zero-Shot
Pose
Summarization
PDF
-
Bookworm continual learning: beyond zero-shot learning and continual learning
Kai Wang, Luis Herranz, Anjan Dutta, Joost van de Weijer
arXiv_CV
arXiv_CV
Zero-Shot
Pose
PDF
-
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images
Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Face
GAN
PDF
-
Pre-training via Paraphrasing
Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Reconstruction
Unsupervised
Zero-Shot
Summarization
Language_Model
PDF
-
A causal view of compositional zero-shot recognition
Yuval Atzmon, Felix Kreuk, Uri Shalit, Gal Chechik
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Pose
Classification
Inference
PDF
-
Insights from the Future for Continual Learning
Arthur Douillard, Eduardo Valle, Charles Ollion, Thomas Robert, Matthieu Cord
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Quantitative
PDF
-
Graph Policy Network for Transferable Active Learning on Graphs
Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
PDF
-
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection
Shivangi Aneja, Matthias Nießner
arXiv_CV
arXiv_CV
Transfer_Learning
Zero-Shot
Pose
Face
Classification
Detection
Few-Shot
PDF
-
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval
Anjan Dutta, Zeynep Akata
arXiv_CV
arXiv_CV
Zero-Shot
Sketch
Image_Retrieval
Adversarial
Pose
Classification
Few-Shot
PDF
-
Normalization Matters in Zero-Shot Learning
Ivan Skorokhodov, Mohamed Elhoseiny
arXiv_CV
arXiv_CV
Zero-Shot
PDF
-
Zero-Shot Learning with Common Sense Knowledge Graphs
Nihal V. Nayak, Stephen H. Bach
arXiv_CV
arXiv_CV
Transformer
Embedding
Zero-Shot
RNN
Knowledge
Knowledge_Graph
Pose
Classification
PDF
-
The SPPD System for Schema Guided Dialogue State Tracking Challenge
Miao Li, Haoqi Xiong, Yunbo Cao (Smart Platform Product Department, Tencent Inc, China)
arXiv_CL
arXiv_CL
Tracking
Bert
Zero-Shot
Pose
Relation
PDF
-
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition
Zongyan Han, Zhenyong Fu, Jian Yang
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Pose
Relation
PDF
-
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP
Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Pose
PDF
-
Simple and effective localized attribute representations for zero-shot learning
Shiqi Yang, Kai Wang, Luis Herranz, Joost van de Weijer
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Detection
Relation
Attention
PDF
-
Unsupervised Transfer Learning with Self-Supervised Remedy
Jiabo Huang, Shaogang Gong
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Zero-Shot
Knowledge
Self-Supervised
Deep_Learning
Few-Shot
PDF
-
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior
Osama Makansi, Özgün Cicek, Kevin Buchicchio, Thomas Brox
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Prediction
PDF
-
Semantic Graph-enhanced Visual Network for Zero-shot Learning
Yang Hu, Guihua Wen, Adriane Chapman, Pei Yang, Mingnan Luo, Yingxue Xu, Dan Dai, Wendy Hall
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Relation
CNN
PDF
-
Language Models as Fact Checkers?
Nayeon Lee, Belinda Z. Li, Sinong Wang, Wen-tau Yih, Hao Ma, Madian Khabsa
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Language_Model
PDF
-
CoCon: A Self-Supervised Approach for Controlled Text Generation
Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Self-Supervised
Pose
Sentiment
Attention
Text_Generation
Language_Model
PDF
-
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training
Haoyang Huang, Lin Su, Di Qi, Nan Duan, Edward Cui, Taroon Bharti, Lei Zhang, Lijuan Wang, Jianfeng Gao, Bei Liu, Jianlong Fu, Dongdong Zhang, Xin Liu, Ming Zhou
arXiv_CV
arXiv_CV
Image_Caption
Zero-Shot
Few-Shot
Text_Generation
Caption
Inference
PDF
-
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning
Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon
arXiv_AI
arXiv_AI
Zero-Shot
Salient
Pose
Prediction
PDF
-
BERT Based Multilingual Machine Comprehension in English and Hindi
Somil Gupta, Nilesh Khade
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Pose
QA
PDF
-
Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas
Yen-Ling Kuo, Boris Katz, Andrei Barbu
arXiv_CL
arXiv_CL
Reinforcement_Learning
Zero-Shot
Action
PDF
-
LRG at SemEval-2020 Task 7: Assessing the Ability of BERT and Derivative Models to Perform Short-Edits based Humor Grading
Siddhant Mahurkar, Rajaswa Patil
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Classification
Attention
Inference
Language_Model
PDF
-
Neural Entity Linking: A Survey of Models based on Deep Learning
Ozge Sevgili, Artem Shelmanov, Mikhail Arkhipov, Alexander Panchenko, Chris Biemann
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Zero-Shot
Survey
Deep_Learning
Attention
Prediction
PDF
-
Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning
Hantao Yao, Shaobo Min, Yongdong Zhang, Changsheng Xu
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Zero-Shot
Knowledge
Pose
Relation
Attention
PDF
-
User Memory Reasoning for Conversational Recommendation
Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Action
Prediction
Recommendation
PDF
-
Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Inference
PDF
-
Fixed-size Objects Encoding for Visual Relationship Detection
Hengyue Pan, Xin Niu, Rongchun Li, Siqi Shen, Yong Dou
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Classification
Detection
Relation
Visual_Relation
CNN
PDF
-
Improving Generalized Zero-Shot Learning by Semantic Discriminator
Xinpeng Li, Mao Ye, Lihua Zhou, Dan Zhang, Ce Zhu, Yiguang Liu
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Pose
Classification
PDF
-
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings
Pratik Mazumder, Pravendra Singh, Kranti Kumar Parida, Vinay P. Namboodiri
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Classification
PDF
-
Unifying Few- and Zero-Shot Egocentric Action Recognition
Tyler R. Scott, Michael Shvartsman, Karl Ridgeway
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Pose
Action_Recognition
Action
Classification
Few-Shot
PDF
-
ALBA : Reinforcement Learning for Video Object Segmentation
Shreyank N Gowda, Panagiotis Eustratiadis, Timothy Hospedales, Laura Sevilla-Lara
arXiv_CV
arXiv_CV
Segmentation
Tracking
Reinforcement_Learning
Zero-Shot
Pose
Inference
PDF
-
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too
Jason Phang, Phu Mon Htut, Yada Pruksachatkun, Haokun Liu, Clara Vania, Katharina Kann, Iacer Calixto, Samuel R. Bowman
arXiv_CL
arXiv_CL
Zero-Shot
PDF
-
Adversarial Contrastive Predictive Coding for Unsupervised Learning of Disentangled Representations
Janek Ebbers, Michael Kuhlmann, Reinhold Haeb-Umbach
arXiv_SD
arXiv_SD
Embedding
Unsupervised
Zero-Shot
Adversarial
Speech
Pose
CNN
PDF
-
Knowledge Graph Simple Question Answering for Unseen Domains
Georgios Sidiropoulos, Nikos Voskarides, Evangelos Kanoulas
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Relation
QA
PDF
-
What am I Searching for: Zero-shot Target Identity Inference in Visual Search
Mengmi Zhang, Gabriel Kreiman
arXiv_AI
arXiv_AI
Zero-Shot
Action
CNN
Inference
PDF
-
Rethinking of Pedestrian Attribute Recognition: Realistic Datasets with Efficient Method
Jian Jia, Houjing Huang, Wenjie Yang, Xiaotang Chen, Kaiqi Huang
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Pose
PDF
-
Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text
Felix Hill, Sona Mokra, Nathaniel Wong, Tim Harley
arXiv_CL
arXiv_CL
Reinforcement_Learning
3D
Bert
Zero-Shot
Represenation_Learning
Pose
Face
Language_Model
PDF
-
Defending Your Voice: Adversarial Attack on Voice Conversion
Chien-yu Huang, Yist Y. Lin, Hung-yi Lee, Lin-shan Lee
arXiv_SD
arXiv_SD
Zero-Shot
Adversarial
PDF
-
Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation
Boris Knyazev, Harm de Vries, Cătălina Cangea, Graham W. Taylor, Aaron Courville, Eugene Belilovsky
arXiv_AI
arXiv_AI
Enhancement
Zero-Shot
Sparse
Face
Relation
Few-Shot
QA
PDF
-
That Sounds Familiar: an Analysis of Phonetic Representations Transfer Across Languages
Piotr Żelasko, Laureano Moro-Velázquez, Mark Hasegawa-Johnson, Odette Scharenborg, Najim Dehak
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Speech
Speech_Recognition
PDF
-
ConVoice: Real-Time Zero-Shot Voice Style Transfer with Convolutional Network
Yurii Rebryk, Stanislav Beliaev
arXiv_SD
arXiv_SD
Embedding
Style_Transfer
Recognition
Zero-Shot
Speech
Pose
Speech_Recognition
CNN
PDF
-
ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages
Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Action
Relation
Relation_Extraction
PDF
-
A Biologically Inspired Feature Enhancement Framework for Zero-Shot Learning
Zhongwu Xie, Weipeng Cao, Xizhao Wang, Zhong Ming, Jingjing Zhang, Jiyong Zhang
arXiv_CV
arXiv_CV
Enhancement
Zero-Shot
Knowledge
Pose
PDF
-
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation
Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Chen, Sneha Kudugunta, Naveen Arivazhagan, Yonghui Wu
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
-
How Context Affects Language Models' Factual Predictions
Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
arXiv_CL
arXiv_CL
Unsupervised
Bert
Zero-Shot
Knowledge
Language_Model
Prediction
PDF
-
Finding Universal Grammatical Relations in Multilingual BERT
Ethan A. Chi, John Hewitt, Christopher D. Manning
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Bert
Zero-Shot
Relation
Language_Model
PDF
-
Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning
Omkar Gune, Mainak Pal, Preeti Mukherjee, Biplab Banerjee, Subhasis Chaudhuri
arXiv_CV
arXiv_CV
Embedding
Transfer_Learning
Zero-Shot
Knowledge
Pose
PDF
-
Transforming task representations to allow deep learning models to perform novel tasks
Andrew K. Lampinen, James L. McClelland
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
Classification
Deep_Learning
Relation
Image_Classification
PDF
-
Cascade Attribute Network: Decomposing Reinforcement Learning Control Policies using Hierarchical Neural Networks
Haonan Chang, Zhuo Xu, Masayoshi Tomizuka
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Pose
PDF
-
On the Benefits of Models with Perceptually-Aligned Gradients
Gunjan Aggarwal, Abhishek Sinha, Nupur Kumari, Mayank Singh
arXiv_CV
arXiv_CV
Weakly_Supervised
Zero-Shot
Adversarial
PDF
-
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation
Wei Zhao, Goran Glavaš, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger
arXiv_CL
arXiv_CL
Unsupervised
Bert
Zero-Shot
Adversarial
Pose
Relation
Language_Model
PDF
-
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking
Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam
arXiv_CL
arXiv_CL
Tracking
Transfer_Learning
Bert
Zero-Shot
Pose
Ontology
PDF
-
Design Challenges for Low-resource Cross-lingual Entity Linking
Xingyu Fu, Weijia Shi, Zian Zhao, Xiaodong Yu, Dan Roth
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
PDF
-
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers
Anne Lauscher, Vinit Ravishankar, Ivan Vulić, Goran Glavaš
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Zero-Shot
Few-Shot
Language_Model
QA
PDF
-
Robust Cross-lingual Embeddings from Parallel Sentences
Ali Sabet, Prakhar Gupta, Jean-Baptiste Cordonnier, Robert West, Martin Jaggi
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
RNN
Pose
Classification
Inference
PDF
-
Identifying Necessary Elements for BERT's Multilinguality
Philipp Dufter, Hinrich Schütze
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Pose
PDF
-
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning
Edoardo Maria Ponti, Goran Glavaš, Olga Majewska, Qianchu Liu, Ivan Vulić, Anna Korhonen
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
PDF
-
Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi
Benjamin Muller, Benoit Sagot, Djamé Seddah
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Speech
Language_Model
PDF
-
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering
Pratyay Banerjee, Chitta Baral
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Knowledge_Graph
Self-Supervised
Pose
QA
PDF
-
MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer
Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, Sebastian Ruder
arXiv_CL
arXiv_CL
Recognition
Bert
Zero-Shot
Pose
Few-Shot
PDF
-
On the Evaluation of Contextual Embeddings for Zero-Shot Cross-Lingual Transfer Learning
Phillip Keung, Yichao Lu, Julian Salazar, Vikas Bhardwaj
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Bert
Zero-Shot
Classification
PDF
-
A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion
Jingcai Guo, Song Guo
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Pose
PDF
-
Generative Adversarial Data Programming
Arghya Pal, Vineeth N Balasubramanian
arXiv_CV
arXiv_CV
Transfer_Learning
Zero-Shot
Adversarial
Self-Supervised
PDF
-
Pretraining on Non-linguistic Structure as a Tool for Analyzing Learning Bias in Language Models
Isabel Papadimitriou, Dan Jurafsky
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
RNN
Knowledge
Pose
Language_Model
PDF
-
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing
Brian Thompson, Matt Post
arXiv_CL
arXiv_CL
Zero-Shot
Pose
NMT
PDF
-
Learning Spatiotemporal Features via Video and Text Pair Discrimination
Tianhao Li, Limin Wang
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Self-Supervised
Pose
Action_Recognition
Action
Classification
Relation
Caption
PDF
-
Zero-shot Neural Retrieval via Domain-targeted Synthetic Query Generation
Ji Ma, Ivan Korotkov, Yinfei Yang, Keith Hall, Ryan McDonald
arXiv_CL
arXiv_CL
Weakly_Supervised
Zero-Shot
Pose
PDF
-
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU
Weijia Xu, Batool Haider, Saab Mansour
arXiv_CL
arXiv_CL
Recognition
Bert
Zero-Shot
Pose
Classification
PDF
-
UDapter: Language Adaptation for Truly Universal Dependency Parsing
Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
PDF
-
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning
Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung
arXiv_CL
arXiv_CL
Recognition
Bert
Zero-Shot
Speech
PDF
-
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review
Mahdi Rezaei, Mahsa Shahidi
arXiv_CV
arXiv_CV
Surveillance
Zero-Shot
Review
Pose
Deep_Learning
Few-Shot
Medical
Autonomous
PDF
-
Zero-shot topic generation
Oleg Vasilyev, Kathryn Evans, Anna Venancio-Marques, John Bohannon
arXiv_CL
arXiv_CL
Zero-Shot
PDF
-
Extending Multilingual BERT to Low-Resource Languages
Zihan Wang, Karthikeyan K, Stephen Mayhew, Dan Roth
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Bert
Zero-Shot
Pose
PDF
-
Event Extraction by Answering Natural Questions
Xinya Du, Claire Cardie
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Action
QA
PDF
-
MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP
M Saiful Bari, Muhammad Tasnim Mohiuddin, Shafiq Joty
arXiv_CL
arXiv_CL
Unsupervised
Transfer_Learning
Recognition
Zero-Shot
Pose
Inference
PDF
-
The Gutenberg Dialogue Dataset
Richard Csaky, Gabor Recski
arXiv_CL
arXiv_CL
Zero-Shot
PDF
-
Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation
Biao Zhang, Philip Williams, Ivan Titov, Rico Sennrich
arXiv_CL
arXiv_CL
Zero-Shot
Pose
NMT
PDF
-
Rapidly Bootstrapping a Question Answering Dataset for COVID-19
Raphael Tang, Rodrigo Nogueira, Edwin Zhang, Nikhil Gupta, Phuong Cam, Kyunghyun Cho, Jimmy Lin
arXiv_AI
arXiv_AI
Transformer
Zero-Shot
Knowledge
QA
PDF
-
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Zero-Shot
Denoising
PDF
-
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Knowledge
Pose
NMT
PDF
-
Time Adaptive Reinforcement Learning
Chris Reinke
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
PDF
-
Cross-lingual Contextualized Topic Models with Zero-shot Learning
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Sparse
Review
Prediction
PDF
-
F0-consistent many-to-many non-parallel voice conversion via conditional autoencoder
Kaizhi Qian, Zeyu Jin, Mark Hasegawa-Johnson, Gautham J. Mysore
arXiv_SD
arXiv_SD
Embedding
Zero-Shot
Adversarial
Speech
Pose
Quantitative
Contour
GAN
PDF
-
Deep Learning Models for Multilingual Hate Speech Detection
Sai Saket Aluru, Binny Mathew, Punyajoy Saha, Animesh Mukherjee
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Speech
Pose
Classification
Deep_Learning
Detection
PDF
-
Cross-lingual Zero- and Few-shot Hate Speech Detection Utilising Frozen Transformer Language Models and AXEL
Lukas Stappen, Fabian Brunn, Björn Schuller
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Speech
Classification
Detection
Few-Shot
Attention
Language_Model
PDF
-
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap
Shuyang Gao, Sanchit Agarwal, Tagyoung Chung, Di Jin, Dilek Hakkani-Tur
arXiv_AI
arXiv_AI
Tracking
Zero-Shot
Pose
Few-Shot
PDF
-
LAReQA: Language-agnostic answer retrieval from a multilingual pool
Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
QA
PDF
-
Unsupervised Commonsense Question Answering with Self-Talk
Vered Shwartz, Peter West, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Knowledge
Pose
Language_Model
PDF
-
On the Language Neutrality of Pre-trained Multilingual Representations
Jindřich Libovický, Rudolf Rosa, Alexander Fraser
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Transfer_Learning
Bert
Zero-Shot
PDF
-
Translation Artifacts in Cross-lingual Transfer Learning
Mikel Artetxe, Gorka Labaka, Eneko Agirre
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Inference
PDF
-
Internal and external pressures on language emergence: least effort, object constancy and frequency
Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni
arXiv_AI
arXiv_AI
Zero-Shot
Salient
Pose
PDF
-
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Pose
PDF
-
Multilingual Zero-shot Constituency Parsing
Taeuk Kim, Sang-goo Lee
arXiv_CL
arXiv_CL
Zero-Shot
Language_Model
PDF
-
Machine Translation with Unsupervised Length-Constraints
Jan Niehues
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Deep_Learning
PDF
-
Generative Adversarial Zero-shot Learning via Knowledge Graphs
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Adversarial
Knowledge_Graph
Classification
GAN
Image_Classification
Prediction
PDF
-
Exemplar Auditing for Multi-Label Biomedical Text Classification
Allen Schmaltz, Andrew Beam
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Salient
Pose
Face
Classification
GAN
Medical
CNN
Inference
Prediction
PDF
-
Interview: A Large-Scale Open-Source Corpus of Media Dialog
Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian McAuley
arXiv_CL
arXiv_CL
Zero-Shot
Speech
Language_Model
PDF
-
Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics
Xusen Yin, Jonathan May
arXiv_CL
arXiv_CL
Reinforcement_Learning
Zero-Shot
Adversarial
Action
PDF
-
Disassembling Object Representations without Labels
Zunlei Feng, Xinchao Wang, Yongming He, Yike Yuan, Xin Gao, Mingli Song
arXiv_CV
arXiv_CV
Unsupervised
Zero-Shot
Adversarial
Pose
Classification
PDF
-
MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing
Tao Zhang, Congying Xia, Chun-Ta Lu, Philip Yu
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Classification
Relation
PDF
-
Rotation, Translation, and Cropping for Zero-Shot Generalization
Chang Ye, Ahmed Khalifa, Philip Bontrager, Julian Togelius
arXiv_CV
arXiv_CV
Reinforcement_Learning
Zero-Shot
PDF
-
BUDA: Boundless Unsupervised Domain Adaptation in Semantic Segmentation
Maxime Bucher, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Zero-Shot
Pose
Prediction
PDF
-
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis
Eu Wern Teh, Terrance DeVries, Graham W. Taylor
arXiv_CV
arXiv_CV
Enhancement
Zero-Shot
Pose
PDF
-
Generalized Zero-Shot Learning Via Over-Complete Distribution
Rohit Keshari, Richa Singh, Mayank Vatsa
arXiv_CV
arXiv_CV
Zero-Shot
Pose
PDF
-
Symmetry and Group in Attribute-Object Compositions
Yong-Lu Li, Yue Xu, Xiaohan Mao, Cewu Lu
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Pose
PDF
-
Learning Cross-domain Semantic-Visual Relation for Transductive Zero-Shot Learning
Jianyang Zhang, Fengmao Lv, Guowu Yang, Lei Feng, Yufeng Yu, Lixin Duan
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Pose
Relation
Visual_Relation
PDF
-
Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning
Shaobo Min, Hantao Yao, Hongtao Xie, Chaoqun Wang, Zheng-Jun Zha, Yongdong Zhang
arXiv_CV
arXiv_CV
Segmentation
Recognition
Zero-Shot
Knowledge
Pose
Classification
Detection
PDF
-
CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context
Wenyu Zhang, Skyler Seto, Devesh K. Jha
arXiv_RO
arXiv_RO
Embedding
Zero-Shot
Regularization
Pose
Action
PDF
-
Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval
Xinxun Xu, Cheng Deng, Muli Yang, Hao Wang
arXiv_CV
arXiv_CV
Reconstruction
Zero-Shot
Sketch
Image_Retrieval
Knowledge
Pose
Matching
PDF
-
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding
Su Zhu, Zijian Zhao, Rao Ma, Kai Yu
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Knowledge
Pose
Deep_Learning
Relation
PDF
-
Across Scales & Across Dimensions: Temporal Super-Resolution using Deep Internal Learning
Liad Pollak Zuckerman, Shai Bagon, Eyal Naor, George Pisha, Michal Irani
arXiv_CV
arXiv_CV
Super_Resolution
Zero-Shot
Pose
PDF
-
X-Stance: A Multilingual Multi-Target Dataset for Stance Detection
Jannis Vamvas, Rico Sennrich
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Detection
PDF
-
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification
Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Adversarial
Pose
Action
Classification
GAN
PDF
-
Any-Shot Object Detection
Shafin Rahman, Salman Khan, Nick Barnes, Fahad Shahbaz Khan
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Detection
Few-Shot
Object_Detection
Inference
PDF
-
Synonymous Generalization in Sequence-to-Sequence Recurrent Networks
Ning Shi
arXiv_AI
arXiv_AI
Zero-Shot
RNN
Pose
PDF
-
ZSTAD: Zero-Shot Temporal Activity Detection
Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander Hauptmann
arXiv_CV
arXiv_CV
Surveillance
Embedding
3D
Zero-Shot
Pose
Deep_Learning
Detection
Activity
PDF
-
Learning Video Object Segmentation from Unlabeled Videos
Xiankai Lu, Wenguan Wang, Jianbing Shen, Yu-Wing Tai, David Crandall, Steven C. H. Hoi
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Weakly_Supervised
Zero-Shot
Represenation_Learning
Pose
PDF
-
Motion-Attentive Transition for Zero-Shot Video Object Segmentation
Tianfei Zhou, Shunzhou Wang, Yi Zhou, Yazhou Yao, Jianwu Li, Ling Shao
arXiv_AI
arXiv_AI
Segmentation
Zero-Shot
Pose
Action
Attention
CNN
PDF
-
Unifying Specialist Image Embedding into Universal Image Embedding
Yang Feng, Futang Peng, Xu Zhang, Wei Zhu, Shanfeng Zhang, Howard Zhou, Zhen Li, Tom Duerig, Shih-Fu Chang, Jiebo Luo
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Face
PDF
-
'Other-Play' for Zero-Shot Coordination
Hengyuan Hu, Adam Lerer, Alex Peysakhovich, Jakob Foerster
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
PDF
-
What the MASK? Making Sense of Language-Specific BERT Models
Debora Nozza, Federico Bianchi, Dirk Hovy
arXiv_CL
arXiv_CL
Transformer
Bert
Zero-Shot
Pose
Inference
Language_Model
PDF
-
Zero-Shot Cross-Lingual Transfer with Meta Learning
Farhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, Isabelle Augenstein
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Relation
Few-Shot
Inference
Language_Model
QA
PDF
-
Learning Fast Adaptation on Cross-Accented Speech Recognition
Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung
arXiv_SD
arXiv_SD
Recognition
Zero-Shot
Speech
Pose
Few-Shot
Speech_Recognition
PDF
-
Hierarchically Decoupled Imitation for Morphological Transfer
Donald J. Hejna III, Pieter Abbeel, Lerrel Pinto
arXiv_AI
arXiv_AI
Transfer_Learning
Zero-Shot
Pose
PDF
-
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications
Biagio Brattoli, Joe Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka
arXiv_CV
arXiv_CV
3D
Zero-Shot
Pose
Classification
Deep_Learning
Video_Classification
PDF
-
Addressing target shift in zero-shot learning using grouped adversarial learning
Saneem Ahmed Chemmengath, Samarth Bharadwaj, Soumava Paul, Suranjana Samanta, Karthik Sankaranarayanan
arXiv_CV
arXiv_CV
Unsupervised
Zero-Shot
Adversarial
Pose
Relation
Prediction
PDF
-
Hallucinative Topological Memory for Zero-Shot Visual Planning
Kara Liu, Thanard Kurutach, Christine Tung, Pieter Abbeel, Aviv Tamar
arXiv_AI
arXiv_AI
Zero-Shot
Self-Supervised
Pose
Action
PDF
-
Meta-Transfer Learning for Zero-Shot Super-Resolution
Jae Woong Soh, Sunwoo Cho, Nam Ik Cho
arXiv_CV
arXiv_CV
Transfer_Learning
Super_Resolution
Zero-Shot
Pose
CNN
Inference
PDF
-
Policy Evaluation Networks
Jean Harb, Tom Schaul, Doina Precup, Pierre-Luc Bacon
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Zero-Shot
PDF
-
Towards Zero-shot Learning for Automatic Phonemic Transcription
Xinjian Li, Siddharth Dalmia, David R. Mortensen, Juncheng Li, Alan W Black, Florian Metze
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
PDF
-
Do We Need Word Order Information for Cross-lingual Sequence Labeling
Zihan Liu, Pascale Fung
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Speech
Attention
Prediction
PDF
-
BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations
Thomas Scialom, Patrick Bordes, Paul-Alexis Dray, Jacopo Staiano, Patrick Gallinari
arXiv_CV
arXiv_CV
Bert
Zero-Shot
Pose
Action
VQA
Text_Generation
Language_Model
PDF
-
Parasitic Neural Network for Zero-Shot Relation Extraction
Shengbin Jia, Shijia E, Yang Xiang
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Action
Relation
Relation_Extraction
PDF
-
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration
Cédric Colas, Tristan Karch, Nicolas Lair, Jean-Michel Dussoux, Clément Moulin-Frier, Peter Ford Dominey, Pierre-Yves Oudeyer
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
Action
Attention
Autonomous
Language_Model
PDF
-
Learning Dynamic Knowledge Graphs to Generalize on Text-Based Games
Ashutosh Adhikari, Xingdi Yuan, Marc-Alexandre Côté, Mikuláš Zelinka, Marc-Antoine Rondeau, Romain Laroche, Pascal Poupart, Jian Tang, Adam Trischler, William L. Hamilton
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Knowledge
Knowledge_Graph
PDF
-
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, Ming Zhou
arXiv_CL
arXiv_CL
Transformer
Bert
Zero-Shot
Knowledge
Pose
Detection
PDF
-
From English To Foreign Languages: Transferring Pre-trained Language Models
Ke Tran
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Inference
Language_Model
PDF
-
CRL: Class Representative Learning for Image Classification
Mayanka Chandrashekar, Yugyung Lee
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Zero-Shot
Pose
Classification
Deep_Learning
CNN
Image_Classification
PDF
-
DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data
Wei Yin, Xinlong Wang, Chunhua Shen, Yifan Liu, Zhi Tian, Songcen Xu, Changming Sun, Dou Renyin
arXiv_CV
arXiv_CV
Point_Cloud
3D
Zero-Shot
Pose
Prediction
PDF
-
Multilingual Alignment of Contextual Word Representations
Steven Cao, Nikita Kitaev, Dan Klein
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Speech
Pose
Matching
PDF
-
A Zero-Shot based Fingerprint Presentation Attack Detection System
Haozhe Liu, Wentian Zhang, Guojie Liu, Feng Liu
arXiv_AI
arXiv_AI
Reconstruction
Recognition
Zero-Shot
Pose
Detection
PDF
-
On Parameter Tuning in Meta-learning for Computer Vision
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Classification
Image_Classification
PDF
-
From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition
Fuzhen Li, Zhenfeng Zhu, Xingxing Zhang, Jian Cheng, Yao Zhao
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Regularization
Pose
Action
Classification
Relation
CNN
PDF
-
MA-DST: Multi-Attention Based Scalable Dialog State Tracking
Adarsh Kumar, Peter Ku, Anuj Kumar Goyal, Angeliki Metallinou, Dilek Hakkani-Tur
arXiv_AI
arXiv_AI
Tracking
Zero-Shot
Pose
Face
Relation
Attention
PDF
-
Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker
Pavel Gulyaev, Eugenia Elistratova, Vasily Konovalov, Yuri Kuratov, Leonid Pugachev, Mikhail Burtsev
arXiv_CL
arXiv_CL
Tracking
Bert
Zero-Shot
Pose
GAN
PDF
-
A Study of Multilingual Neural Machine Translation
Xu Tan, Yichong Leng, Jiale Chen, Yi Ren, Tao Qin, Tie-Yan Liu
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
-
Transductive Zero-Shot Learning for 3D Point Cloud Classification
Ali Cheraghian, Shafin Rahman, Dylan Campbell, Lars Petersson
arXiv_CV
arXiv_CV
Point_Cloud
3D
Zero-Shot
Classification
Attention
Image_Classification
PDF
-
Zero-shot generalization using cascaded system-representations
Ashish Malik
arXiv_RO
arXiv_RO
Zero-Shot
Pose
PDF
-
DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting
Indra Deep Mastan, Shanmuganathan Raman
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Restoration
Zero-Shot
Pose
PDF
-
Bi-Semantic Reconstructing Generative Network for Zero-shot Learning
Xu Shibing, Gao Zishu
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Adversarial
Pose
Classification
Relation
GAN
PDF
-
Meta-Learning without Memorization
Mingzhang Yin, George Tucker, Mingyuan Zhou, Sergey Levine, Chelsea Finn
arXiv_AI
arXiv_AI
Zero-Shot
Regularization
Classification
Deep_Learning
Few-Shot
Image_Classification
PDF
-
Zero-shot Recognition of Complex Action Sequences
Jonathan D. Jones, Tae Soo Kim, Michael Peven, Jin Bai, Zihao Xiao, Yi Zhang, Weichao Qiu, Alan Yuille, Gregory D. Hager
arXiv_CV
arXiv_CV
Surveillance
Segmentation
Recognition
Zero-Shot
Knowledge
Action
Classification
Detection
Object_Detection
Activity
Video_Classification
PDF
-
Zero-Shot Generation of Human-Object Interaction Videos
Megha Nawhal, Mengyao Zhai, Andreas Lehrmann, Leonid Sigal
arXiv_AI
arXiv_AI
Zero-Shot
Adversarial
Pose
Action
Quantitative
GAN
Activity
PDF
-
Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine Translation
Baijun Ji, Zhirui Zhang, Xiangyu Duan, Min Zhang, Boxing Chen, Weihua Luo
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
NMT
PDF
-
Learning to Super Resolve Intensity Images from Events
S. Mohammad Mostafavi I., Jonghyun Choi, Kuk-Jin Yoon
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Zero-Shot
Pose
PDF
-
TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in Supervised NLP
Nils Rethmeier, Vageesh Kumar Saxena, Isabelle Augenstein
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Knowledge
Action
PDF
-
Bi-Directional Domain Translation for Zero-Shot Sketch-Based Image Retrieval
Jiangtong Li, Zhixin Ling, Li Niu, Liqing Zhang
arXiv_CV
arXiv_CV
Zero-Shot
Sketch
Image_Retrieval
Pose
PDF
-
Zero-shot Chinese Discourse Dependency Parsing via Cross-lingual Mapping
Yi Cheng, Sujian Li
arXiv_CL
arXiv_CL
Zero-Shot
PDF
-
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems
Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung
arXiv_CL
arXiv_CL
Embedding
Tracking
Zero-Shot
Pose
Detection
Attention
PDF
-
Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning
Junjie Wang, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenjie Zhang, Hongyuan Zha
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Relation
PDF
-
Zero-Shot Semantic Parsing for Instructions
Ofer Givoli, Roi Reichart
arXiv_CL
arXiv_CL
Zero-Shot
PDF
-
Towards Lingua Franca Named Entity Recognition with BERT
Taesun Moon, Parul Aswathy, Jian Ni, Radu Florian
arXiv_CL
arXiv_CL
Recognition
Bert
Zero-Shot
Regularization
Action
Relation
Prediction
PDF
-
Dont Even Look Once: Synthesizing Features for Zero-Shot Detection
Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Detection
Object_Detection
PDF
-
Zero-Shot Semantic Segmentation
Maxime Bucher, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez
arXiv_CV
arXiv_CV
Segmentation
Embedding
Semantic_Segmentation
Zero-Shot
Pose
Face
Classification
PDF
-
Transductive Zero-Shot Hashing for Multi-Label Image Retrieval
Qin Zou, Zheng Zhang, Ling Cao, Long Chen, Song Wang
arXiv_CV
arXiv_CV
Quantization
Zero-Shot
Image_Retrieval
Pose
PDF
-
CNN-based Dual-Chain Models for Knowledge Graph Learning
Bo Peng, Renqiang Min, Xia Ning
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Action
Relation
Medical
CNN
PDF
-
Disentangle, align and fuse for multimodal and zero-shot image segmentation
Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Scott Semple, David Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Segmentation
Zero-Shot
GAN
PDF
-
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Detection
PDF
-
Zero-Shot Fine-Grained Style Transfer: Leveraging Distributed Continuous Style Representations to Transfer To Unseen Styles
Eric Michael Smith, Diana Gonzalez-Rico, Emily Dinan, Y-Lan Boureau
arXiv_CL
arXiv_CL
Style_Transfer
Zero-Shot
Review
Sentiment
PDF
-
Can Monolingual Pretrained Models Help Cross-Lingual Classification?
Zewen Chi, Li Dong, Furu Wei, Xian-Ling Mao, Heyan Huang
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Classification
Language_Model
PDF
-
Dynamic Knowledge Graph Construction for Zero-shot Commonsense Question Answering
Antoine Bosselut, Yejin Choi
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Knowledge_Graph
Inference
Language_Model
QA
PDF
-
Translationese as a Language in 'Multilingual' NMT
Parker Riley, Isaac Caswell, Markus Freitag, David Grangier
arXiv_CL
arXiv_CL
Zero-Shot
Pose
NMT
PDF
-
Zero-shot Entity Linking with Dense Entity Retrieval
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Bert
Zero-Shot
PDF
-
Zero-Shot Paraphrase Generation with Multilingual Language Models
Yinpeng Guo, Yi Liao, Xin Jiang, Qing Zhang, Yibo Zhang, Qun Liu
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
Denoising
Attention
Language_Model
PDF
-
How Language-Neutral is Multilingual BERT?
Jindřich Libovický, Rudolf Rosa, Alexander Fraser
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Zero-Shot
PDF
-
Cross-Lingual Relevance Transfer for Document Retrieval
Peng Shi, Jimmy Lin
arXiv_CL
arXiv_CL
Bert
Zero-Shot
PDF
-
Open Domain Web Keyphrase Extraction Beyond Language Modeling
Lee Xiong, Chuan Hu, Chenyan Xiong, Daniel Campos, Arnold Overwijk
arXiv_CL
arXiv_CL
Image_Caption
Zero-Shot
Action
Language_Model
PDF
-
Adapting Multilingual Neural Machine Translation to Unseen Languages
Surafel M. Lakew, Alina Karakanta, Marcello Federico, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Segmentation
Zero-Shot
NMT
PDF
-
Transferring neural speech waveform synthesizers to musical instrument sounds generation
Yi Zhao, Xin Wang, Lauri Juvela, Junichi Yamagishi
arXiv_SD
arXiv_SD
Zero-Shot
Knowledge
Speech
PDF
-
On the Cross-lingual Transferability of Monolingual Representations
Mikel Artetxe, Sebastian Ruder, Dani Yogatama
arXiv_AI
arXiv_AI
Transformer
Embedding
Unsupervised
Bert
Zero-Shot
Action
Classification
Language_Model
PDF
-
Cross-Lingual Vision-Language Navigation
An Yan, Xin Wang, Jiangtao Feng, Lei Li, William Yang Wang
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
PDF
-
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries
Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu
arXiv_CV
arXiv_CV
Image_Caption
Recognition
Zero-Shot
Optimization
Adversarial
Pose
Relation
Attention
Caption
Prediction
PDF
-
Hierarchical Prototype Learning for Zero-Shot Recognition
Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu
arXiv_CV
arXiv_CV
Image_Caption
Recognition
Zero-Shot
Knowledge
Pose
Attention
Caption
PDF
-
Convolutional Prototype Learning for Zero-Shot Recognition
Zhizhe Liu, Xingxing Zhang, Zhenfeng Zhu, Shuai Zheng, Yao Zhao, Jian Cheng
arXiv_CV
arXiv_CV
Image_Caption
Recognition
Zero-Shot
Knowledge
Pose
Attention
Caption
CNN
PDF
-
Learning Deep Parameterized Skills from Demonstration for Re-targetable Visuomotor Control
Jonathan Chang, Nishanth Kumar, Sean Hastings, Aaron Gokaslan, Diego Romeres, Devesh Jha, Daniel Nikovski, George Konidaris, Stefanie Tellex
arXiv_RO
arXiv_RO
Zero-Shot
PDF
-
An Optimal Transport Framework for Zero-Shot Learning
Wenlin Wang, Hongteng Xu, Guoyin Wang, Wenqi Wang, Lawrence Carin
arXiv_CV
arXiv_CV
Zero-Shot
PDF
-
Scoring-Aggregating-Planning: Learning task-agnostic priors from interactions and sparse rewards for zero-shot generalization
Huazhe Xu, Boyuan Chen, Yang Gao, Trevor Darrell
arXiv_AI
arXiv_AI
Zero-Shot
Sparse
Pose
Action
PDF
-
Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control
Lukas Hermann, Max Argus, Andreas Eitel, Artemij Amiranashvili, Wolfram Burgard, Thomas Brox
arXiv_CV
arXiv_CV
Reinforcement_Learning
Zero-Shot
Sparse
Pose
PDF
-
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations
Ke Tran, Arianna Bisazza
arXiv_CL
arXiv_CL
Unsupervised
Bert
Zero-Shot
PDF
-
Multilingual Question Answering from Formatted Text applied to Conversational Agents
Wissam Siblini, Charlotte Pasqual, Axel Lavielle, Cyril Cauchois
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Language_Model
QA
PDF
-
Language Transfer for Early Warning of Epidemics from Social Media
Mattias Appelgren, Patrick Schrempf, Matúš Falis, Satoshi Ikeda, Alison Q O'Neil
arXiv_AI
arXiv_AI
Zero-Shot
Detection
Medical
PDF
-
AutoML using Metadata Language Embeddings
Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Recommendation
PDF
-
Developmentally motivated emergence of compositional communication via template transfer
Tomasz Korbak, Julian Zubek, Łukasz Kuciński, Piotr Miłoś, Joanna Rączaszek-Leonardi
arXiv_AI
arXiv_AI
Zero-Shot
Pose
PDF
-
Zero Shot Learning on Simulated Robots
Robert Kwiatkowski, Hod Lipson
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Action
PDF
-
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders
Peter J. Liu, Yu-An Chung, Jie Ren
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Denoising
Summarization
PDF
-
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs
Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Knowledge_Graph
Pose
PDF
-
Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation
Ivan Donadello, Luciano Serafini
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Detection
Relation
Visual_Relation
PDF
-
Latent-Variable Generative Models for Data-Efficient Text Classification
Xiaoan Ding, Kevin Gimpel
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Optimization
Adversarial
Classification
Language_Model
PDF
-
Cross Domain Imitation Learning
Kun Ho Kim, Yihong Gu, Jiaming Song, Shengjia Zhao, Stefano Ermon
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Adversarial
Pose
Action
PDF
-
Generalized Zero-shot ICD Coding
Congzheng Song, Shanghang Zhang, Najmeh Sadoughi, Pengtao Xie, Eric Xing
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Knowledge
Adversarial
Pose
Classification
Few-Shot
Prediction
PDF
-
Zero-shot Imitation Learning from Demonstrations for Legged Robot Visual Navigation
Xinlei Pan, Tingnan Zhang, Brian Ichter, Aleksandra Faust, Jie Tan, Sehoon Ha
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Face
Action
PDF
-
Graph Policy Gradients for Large Scale Unlabeled Motion Planning with Constraints
Arbaaz Khan, Vijay Kumar, Alejandro Ribeiro
arXiv_RO
arXiv_RO
Zero-Shot
Pose
CNN
PDF
-
Cross-Lingual Natural Language Generation via Pre-Training
Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Summarization
PDF
-
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language
Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yang Yang
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
PDF
-
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages
Yunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
NMT
Relation
PDF
-
Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos
Will Price, Dima Damen
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Gesture
Pose
Action
PDF
-
CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse
Hao Chen, Youfu Li
arXiv_CV
arXiv_CV
Zero-Shot
Represenation_Learning
Salient
Pose
Action
Detection
Object_Detection
PDF
-
Alleviating Feature Confusion for Generative Zero-shot Learning
Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
GAN
PDF
-
Multilingual Neural Machine Translation for Zero-Resource Languages
Surafel M. Lakew, Marcello Federico, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
RNN
Pose
NMT
PDF
-
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing
Yuxuan Wang, Wanxiang Che, Jiang Guo, Yijia Liu, Ting Liu
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Pose
Language_Model
PDF
-
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model
Tsung-yuan Hsu, Chi-liang Liu, Hung-yi Lee
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
PDF
-
Zero-Shot Action Recognition in Videos: A Survey
Valter Luís Estevam Junior, Helio Pedrini, David Menotti
arXiv_CV
arXiv_CV
Recognition
Video_Caption
Zero-Shot
Pose
Survey
Action_Recognition
Action
Attention
PDF
-
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective
Kai Li, Martin Renqiang Min, Yun Fu
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Classification
PDF
-
Analyzing machine-learned representations: A natural language case study
Ishita Dasgupta, Demi Guo, Samuel J. Gershman, Noah D. Goodman
arXiv_CL
arXiv_CL
Zero-Shot
PDF
-
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset
Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan
arXiv_CL
arXiv_CL
Tracking
Zero-Shot
Pose
Ontology
Face
Prediction
PDF
-
Semantic Similarity Based Softmax Classifier for Zero-Shot Learning
Shabnam Daghaghi, Tharun Medini, Anshumali Shrivastava
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Classification
Deep_Learning
PDF
-
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning
Julian Eisenschlos, Sebastian Ruder, Piotr Czapla, Marcin Kardas, Sylvain Gugger, Jeremy Howard
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
Language_Model
PDF
-
A Meta-Learning Framework for Generalized Zero-Shot Learning
Vinay Kumar Verma, Dhanajit Brahma, Piyush Rai
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Attention
GAN
PDF
-
Meta-Transfer Networks for Zero-Shot Learning
Yunlong Yu, Zhongfei Zhang, Jungong Han
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Action
Classification
Prediction
PDF
-
Informative and Controllable Opinion Summarization
Reinald Kim Amplayo, Mirella Lapata
arXiv_CL
arXiv_CL
Zero-Shot
Salient
Pose
GAN
Summarization
PDF
-
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Zero-Shot
Pose
NMT
Classification
PDF
-
Out-of-Domain Detection for Low-Resource Text Classification Tasks
Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Pose
Classification
Detection
Few-Shot
PDF
-
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
Wenpeng Yin, Jamaal Hay, Dan Roth
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Emotion
Classification
Attention
Medical
PDF
-
Global Reasoning over Database Structures for Text-to-SQL Parsing
Ben Bogin, Matt Gardner, Jonathan Berant
arXiv_CL
arXiv_CL
Zero-Shot
Pose
PDF
-
Zero-shot Text-to-SQL Learning with Auxiliary Task
Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
arXiv_AI
arXiv_AI
Zero-Shot
Regularization
Attention
PDF
-
A survey of cross-lingual features for zero-shot cross-lingual semantic parsing
Jingfeng Yang, Federico Fancellu, Bonnie Webber
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Survey
PDF
-
Multilingual Neural Machine Translation with Language Clustering
Xu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, Tie-Yan Liu
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Knowledge
NMT
Relation
PDF
-
Zero-Shot Grounding of Objects from Natural Language Queries
Arka Sadhu, Kan Chen, Ram Nevatia