Zero-Shot

Zero-Shot

• 2021-07-27 A New Split for Evaluating True Zero-Shot Action Recognition    Shreyank N Gowda, Laura Sevilla-Lara, Kiyoon Kim, Frank Keller, Marcus Rohrbach arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Action_Recognition  Action  Few-Shot  PDF
• 2021-07-27 Open-Ended Learning Leads to Generally Capable Agents    Open-Ended Learning Team, Adam Stooke, Anuj Mahajan, Catarina Barros, Charlie Deck, Jakob Bauer, Jakub Sygnowski, Maja Trebacz, Max Jaderberg, Michael Mathieu, Nat McAleese, Nathalie Bradley-Schmieg, Nathaniel Wong, Nicolas Porcel, Roberta Raileanu, Steph Hughes-Fitt, Valentin Dalibard, Wojciech Marian Czarnecki arXiv_AI arXiv_AI  3D  Zero-Shot  Pose  PDF
• 2021-07-26 Language Models as Zero-shot Visual Semantic Learners    Yue Jiao, Jonathon Hare, Adam Prügel-Bennett arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Zero-Shot  Knowledge  Pose  Language_Model  PDF
• 2021-07-23 Modelling Latent Translations for Cross-Lingual Transfer    Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulić, Siva Reddy arXiv_CL arXiv_CL  Zero-Shot  Pose  NMT  Classification  Few-Shot  Inference  PDF
• 2021-07-22 External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery    Isaac J. Sledge, Christopher D. Toole, Joseph A. Maestri, Jose C. Principe arXiv_CV arXiv_CV  Recognition  Zero-Shot  Memory_Networks  Pose  Detection  Few-Shot  CNN  Matching  PDF
• 2021-07-21 Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer    Weijia Xu, Batool Haider, Jason Krone, Saab Mansour arXiv_CL arXiv_CL  Embedding  Zero-Shot  Pose  Inference  PDF
• 2021-07-21 Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics    Krishan Rana, Vibhavari Dasagi, Jesse Haviland, Ben Talbot, Michael Milford, Niko Sünderhauf arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Action  PDF
• 2021-07-20 Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning    Timo Milbich, Karsten Roth, Samarth Sinha, Ludwig Schmidt, Marzyeh Ghassemi, Björn Ommer arXiv_CV arXiv_CV  Zero-Shot  Pose  Few-Shot  PDF
• 2021-07-20 ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation    Jianxin Lin, Yingce Xia, Sen Liu, Shuqin Zhao, Zhibo Chen arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Adversarial  Pose  GAN  Inference  PDF
• 2021-07-19 Know Thyself: Transferable Visuomotor Control Through Robot-Awareness    Edward S. Hu, Kun Huang, Oleh Rybkin, Dinesh Jayaraman arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  PDF
• 2021-07-18 Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation    Talgat Saparov, Anvar Kurmukov, Boris Shirokih, Mikhail Belyaev arXiv_CV arXiv_CV  Reconstruction  Segmentation  Zero-Shot  Salient  Pose  Medical  Prediction  PDF
• 2021-07-16 Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study    Alessio Mascolini, Dario Cardamone, Francesco Ponzio, Santa Di Cataldo, Elisa Ficarra arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Represenation_Learning  Adversarial  Self-Supervised  Classification  Deep_Learning  GAN  PDF
• 2021-07-16 Intersectional Bias in Causal Language Models    Liam Magee, Lida Ghahremanlou, Karen Soldatic, Shanthi Robertson arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Sentiment  Language_Model  PDF
• 2021-07-15 FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark    Liang Xu, Xiaojing Lu, Chenyang Yuan, Xuanwei Zhang, Hu Yuan, Huilin Xu, Guoao Wei, Xiang Pan, Hai Hu arXiv_AI arXiv_AI  Zero-Shot  Classification  Few-Shot  Language_Model  PDF
• 2021-07-15 Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains    Puneet Mangla, Shivam Chandhok, Vineeth N Balasubramanian, Fahad Shahbaz Khan arXiv_CV arXiv_CV  Zero-Shot  Pose  PDF
• 2021-07-15 FLEX: Unifying Evaluation for Few-Shot NLP    Jonathan Bragg, Arman Cohan, Kyle Lo, Iz Beltagy arXiv_CL arXiv_CL  Zero-Shot  Few-Shot  Language_Model  PDF
• 2021-07-14 HTLM: Hyper-Text Pre-Training and Prompting of Language Models    Armen Aghajanyan, Dmytro Okhonko, Mike Lewis, Mandar Joshi, Hu Xu, Gargi Ghosh, Luke Zettlemoyer arXiv_CL arXiv_CL  Zero-Shot  Classification  Denoising  Summarization  Language_Model  PDF
• 2021-07-13 How Much Can CLIP Benefit Vision-and-Language Tasks?    Sheng Shen, Liunian Harold Li, Hao Tan, Mohit Bansal, Anna Rohrbach, Kai-Wei Chang, Zhewei Yao, Kurt Keutzer arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Pose  VQA  Caption  PDF
• 2021-07-13 Deep Neural Networks are Surprisingly Reversible: A Baseline for Zero-Shot Inversion    Xin Dong, Hongxu Yin, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov arXiv_CV arXiv_CV  Zero-Shot  Optimization  Pose  Face  Classification  GAN  PDF
• 2021-07-13 Zero-shot Speech Translation    Tu Anh Dinh arXiv_CL arXiv_CL  Recognition  Zero-Shot  Speech  Few-Shot  Speech_Recognition  Inference  PDF
• 2021-07-12 Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains    Shivam Chandhok, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Vineeth N Balasubramanian, Fahad Shahbaz Khan, Ling Shao arXiv_CV arXiv_CV  Embedding  Zero-Shot  Sketch  Pose  PDF
• 2021-07-12 Zero-shot Visual Question Answering using Knowledge Graph    Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Action  VQA  QA  Matching  PDF
• 2021-07-12 Zero-Shot Compositional Concept Learning    Guangyue Xu, Parisa Kordjamshidi, Joyce Y. Chai arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Attention  PDF
• 2021-07-11 Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration    Xuan Kan, Hejie Cui, Carl Yang arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Quantitative  Relation  Prediction  PDF
• 2021-07-11 Multilingual and crosslingual speech recognition using phonological-vector based phone embeddings    Chengrui Zhu, Keyu An, Huahuan Zheng, Zhijian Ou arXiv_CL arXiv_CL  Embedding  Recognition  Zero-Shot  Speech  Pose  Action  Few-Shot  Speech_Recognition  PDF
• 2021-07-11 Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision    Gaurav Bhatt, Shivam Chandok, Vineeth N Balasubramanian arXiv_AI arXiv_AI  Zero-Shot  Few-Shot  PDF
• 2021-07-08 Exploiting the relationship between visual and textual features in social networks for image classification with zero-shot deep learning    Luis Lucas, David Tomas, Jose Garcia-Rodriguez arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-07-08 Rethinking of Pedestrian Attribute Recognition: A Reliable Evaluation under Zero-Shot Pedestrian Identity Setting    Jian Jia, Houjing Huang, Xiaotang Chen, Kaiqi Huang arXiv_CV arXiv_CV  Surveillance  Recognition  Zero-Shot  Review  Pose  PDF
• 2021-07-07 Can Transformer Models Measure Coherence In Text? Re-Thinking the Shuffle Test    Philippe Laban, Luke Dai, Lucas Bandarkar, Marti A. Hearst arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  PDF
• 2021-07-07 Mitigating Generation Shifts for Generalized Zero-Shot Learning    Zhi Chen, Yadan Luo, Sen Wang, Ruihong Qiu, Jingjing Li, Zi Huang arXiv_CV arXiv_CV  Embedding  Recognition  Zero-Shot  Knowledge  Pose  Relation  PDF
• 2021-07-06 Probabilistic Graph Reasoning for Natural Proof Generation    Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  Prediction  QA  PDF
• 2021-07-05 ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation    Yu Sun, Shuohuan Wang, Shikun Feng, Siyu Ding, Chao Pang, Junyuan Shang, Jiaxiang Liu, Xuyi Chen, Yanbin Zhao, Yuxiang Lu, Weixin Liu, Zhihua Wu, Weibao Gong, Jianzhong Liang, Zhizhou Shang, Peng Sun, Wei Liu, Xuan Ouyang, Dianhai Yu, Hao Tian, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Few-Shot  Language_Model  PDF
• 2021-07-02 Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods    Davood Zabihzadeh arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  PDF
• 2021-07-02 Supervised Contrastive Learning for Accented Speech Recognition    Tao Han, Hantao Huang, Ziang Yang, Wei Han arXiv_SD arXiv_SD  Recognition  Zero-Shot  Speech  Contrastive_Learning  Speech_Recognition  PDF
• 2021-07-01 Learning to See before Learning to Act: Visual Pre-training for Manipulation    Lin Yen-Chen, Andy Zeng, Shuran Song, Phillip Isola, Tsung-Yi Lin arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Prediction  PDF
• 2021-07-01 Segmenting 3D Hybrid Scenes via Zero-Shot Learning    Bo Liu, Qiulei Dong, Zhanyi Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Zero-Shot  Knowledge  Pose  Relation  GAN  PDF
• 2021-06-30 Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer    Iulia Turc, Kenton Lee, Jacob Eisenstein, Ming-Wei Chang, Kristina Toutanova arXiv_CL arXiv_CL  Bert  Zero-Shot  Classification  PDF
• 2021-06-30 Zero-shot Learning with Class Description Regularization    Shayan Kousha, Marcus A. Brubaker arXiv_CV arXiv_CV  Recognition  Zero-Shot  Regularization  Knowledge  Pose  Classification  Attention  PDF
• 2021-06-30 Zero-Shot Estimation of Base Models' Weights in Ensemble of Machine Reading Comprehension Systems for Robust Generalization    Razieh Baradaran, Hossein Amirkhani arXiv_CL arXiv_CL  Zero-Shot  Pose  Prediction  PDF
• 2021-06-29 SIMPL: Generating Synthetic Overhead Imagery to Address Zero-shot and Few-Shot Detection Problems    Yang Xu, Bohao Huang, Xiong Luo, Kyle Bradbury, Jordan M. Malof arXiv_CV arXiv_CV  Zero-Shot  Detection  Few-Shot  Object_Detection  PDF
• 2021-06-29 An Image is Worth More Than a Thousand Words: Towards Disentanglement in the Wild    Aviv Gabbay, Niv Cohen, Yedid Hoshen arXiv_CV arXiv_CV  Embedding  Unsupervised  Zero-Shot  Pose  Face  PDF
• 2021-06-29 K-ZSL: Resources for Knowledge-driven Zero-shot Learning    Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zonggang Yuan, Huajun Chen arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Classification  Relation  Image_Classification  PDF
• 2021-06-26 Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts    Nihar Bendre, Kevin Desai, Peyman Najafirad arXiv_AI arXiv_AI  Reconstruction  Embedding  Zero-Shot  Knowledge  Pose  Classification  Few-Shot  Prediction  PDF
• 2021-06-25 Privileged Zero-Shot AutoML    Nikhil Singh, Brandon Kates, Jeff Mentch, Anant Kharkar, Madeleine Udell, Iddo Drori arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Zero-Shot  Represenation_Learning  Classification  Prediction  PDF
• 2021-06-25 Language Models are Good Translators    Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu arXiv_CL arXiv_CL  Zero-Shot  Knowledge  NMT  Language_Model  PDF
• 2021-06-24 AudioCLIP: Extending CLIP to Image, Text and Audio    Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel arXiv_CV arXiv_CV  Zero-Shot  Pose  Classification  Inference  PDF
• 2021-06-24 AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry    Yannis Katsis, Saneem Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti arXiv_AI arXiv_AI  Transformer  Bert  Zero-Shot  Pose  Relation  QA  PDF
• 2021-06-23 Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks using Switching Tokens    Mana Ihori, Naoki Makishima, Tomohiro Tanaka, Akihiko Takashima, Shota Orihashi, Ryo Masumura arXiv_CL arXiv_CL  Recognition  Restoration  Zero-Shot  Speech  Pose  Speech_Recognition  PDF
• 2021-06-22 It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning    Alexey Tikhonov, Max Ryabinin arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Attention  PDF
• 2021-06-22 Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval    Zhipeng Wang, Hao Wang, Jiexi Yan, Aming Wu, Cheng Deng arXiv_CV arXiv_CV  Zero-Shot  Sketch  Image_Retrieval  Pose  Classification  Relation  PDF
• 2021-06-22 Zero-Shot Chinese Character Recognition with Stroke-Level Decomposition    Jingye Chen, Bin Li, Xiangyang Xue arXiv_AI arXiv_AI  Recognition  Zero-Shot  Pose  Relation  Matching  PDF
• 2021-06-22 KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers    Chia-Hsuan Lee, Oleksandr Polozov, Matthew Richardson arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Relation  QA  PDF
• 2021-06-21 STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text    Nawshad Farruque, Randy Goebel, Osmar Zaiane, Sudhakar Sivapalan arXiv_AI arXiv_AI  Enhancement  Zero-Shot  Sketch  Knowledge  Pose  Detection  PDF
• 2021-06-18 Zero-Shot Federated Learning with New Classes for Audio Classification    Gautham Krishna Gudur, Satheesh K. Perepu arXiv_SD arXiv_SD  Unsupervised  Zero-Shot  Pose  Classification  PDF
• 2021-06-17 SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies    Linxi Fan, Guanzhi Wang, De-An Huang, Zhiding Yu, Li Fei-Fei, Yuke Zhu, Anima Anandkumar arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Optimization  Represenation_Learning  Pose  Autonomous  PDF
• 2021-06-17 Learning Knowledge Graph-based World Models of Textual Environments    Prithviraj Ammanabrolu, Mark O. Riedl arXiv_AI arXiv_AI  Transformer  Reinforcement_Learning  Zero-Shot  Knowledge  Knowledge_Graph  Action  PDF
• 2021-06-17 End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task    Peng Shi, Tao Yu, Patrick Ng, Zhiguo Wang arXiv_CL arXiv_CL  Zero-Shot  Pose  Matching  PDF
• 2021-06-17 X-FACT: A New Benchmark Dataset for Multilingual Fact Checking    Ashim Gupta, Vivek Srikumar arXiv_CL arXiv_CL  Transformer  Zero-Shot  PDF
• 2021-06-16 Voicy: Zero-Shot Non-Parallel Voice Conversion in Noisy Reverberant Environments    Alejandro Mottini, Jaime Lorenzo-Trueba, Sri Vishnu Kumar Karlapati, Thomas Drugman arXiv_SD arXiv_SD  Zero-Shot  Speech  Pose  PDF
• 2021-06-16 Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems    Hsien-chin Lin, Nurul Lubis, Songbo Hu, Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Milica Gašić arXiv_CL arXiv_CL  Transformer  Reinforcement_Learning  Zero-Shot  Pose  Action  PDF
• 2021-06-16 Optical Tactile Sim-to-Real Policy Transfer via Real-to-Sim Tactile Image Translation    Alex Church, John Lloyd, Raia Hadsell, Nathan F. Lepora arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Action  Relation  PDF
• 2021-06-16 Disentangling Semantic-to-visual Confusion for Zero-shot Learning    Zihan Ye, Fuyuan Hu, Fan Lyu, Linyan Li, Kaizhu Huang arXiv_CV arXiv_CV  Recognition  Zero-Shot  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-06-15 Question Answering Infused Pre-training of General-Purpose Contextualized Representations    Robin Jia, Mike Lewis, Luke Zettlemoyer arXiv_CL arXiv_CL  Recognition  Bert  Zero-Shot  Pose  Detection  Sentiment  Few-Shot  Prediction  QA  PDF
• 2021-06-15 Zero-shot Node Classification with Decomposed Graph Prototype Network    Zheng Wang, Jialong Wang, Yuchen Guo, Zhiguo Gong arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Quantitative  Classification  Relation  PDF
• 2021-06-15 Zero-sample surface defect detection and classification based on semantic feedback neural network    Yibo Guo, Yiming Fan, Zhiyang Xiang, Haidi Wang, Wenhua Meng, Mingliang Xu arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Face  Classification  Detection  Attention  Image_Classification  Prediction  PDF
• 2021-06-15 Language Tags Matter for Zero-Shot Neural Machine Translation    Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  NMT  PDF
• 2021-06-14 Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces    Vanessa Hahn, Dana Ruiter, Thomas Kleinbauer, Dietrich Klakow arXiv_CL arXiv_CL  Bert  Zero-Shot  Speech  Detection  PDF
• 2021-06-13 Schema-Guided Paradigm for Zero-Shot Dialog    Shikib Mehri, Maxine Eskenazi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Attention  PDF
• 2021-06-13 GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling    Shikib Mehri, Maxine Eskenazi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Few-Shot  PDF
• 2021-06-13 Memory-efficient Transformers via Top-$k$ Attention    Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  Attention  Inference  Language_Model  QA  PDF
• 2021-06-11 A New Formalism, Method and Open Issues for Zero-Shot Coordination    Johannes Treutlein, Michael Dennis, Caspar Oesterheld, Jakob Foerster arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  Action  PDF
• 2021-06-11 Learning Compositional Shape Priors for Few-Shot 3D Reconstruction    Mateusz Michalkiewicz, Stavros Tsogkas, Sarah Parisot, Mahsa Baktashmotlagh, Anders Eriksson, Eugene Belilovsky arXiv_CV arXiv_CV  Reconstruction  3D  Zero-Shot  Pose  Few-Shot  CNN  Inference  PDF
• 2021-06-11 A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks    Karrar Al-Kaabi, Reza Monsefi, Davood Zabihzadeh arXiv_CV arXiv_CV  Embedding  Zero-Shot  Represenation_Learning  Image_Retrieval  Adversarial  Pose  Attention  PDF
• 2021-06-11 Zero-Shot Controlled Generation with Encoder-Decoder Transformers    Devamanyu Hazarika, Mahdi Namazifar, Dilek Hakkani-Tür arXiv_AI arXiv_AI  Transformer  Zero-Shot  Knowledge  Pose  Attention  Summarization  PDF
• 2021-06-11 Conterfactual Generative Zero-Shot Semantic Segmentation    Feihong Shen, Jun Liu, Ping Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Zero-Shot  Pose  Relation  CNN  Inference  Prediction  PDF
• 2021-06-11 Towards User-Driven Neural Machine Translation    Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su arXiv_CL arXiv_CL  Zero-Shot  Pose  Contrastive_Learning  NMT  PDF
• 2021-06-09 Probing Multilingual Language Models for Discourse    Murathan Kurfalı, Robert Östling arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Language_Model  PDF
• 2021-06-08 Comprehension Based Question Answering using Bloom's Taxonomy    Pritish Sahu, Michael Cogswell, Sara Rutherford-Quach, Ajay Divakaran arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Language_Model  PDF
• 2021-06-08 RobustNav: Towards Benchmarking Robustness in Embodied Navigation    Prithvijit Chattopadhyay, Judy Hoffman, Roozbeh Mottaghi, Aniruddha Kembhavi arXiv_RO arXiv_RO  Zero-Shot  Self-Supervised  Pose  PDF
• 2021-06-08 Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering    Aditya Gupta, Jiacheng Xu, Shyam Upadhyay, Diyi Yang, Manaal Faruqui arXiv_CL arXiv_CL  Zero-Shot  QA  PDF
• 2021-06-07 Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language Inference    Hai Hu, He Zhou, Zuoyu Tian, Yiwen Zhang, Yina Ma, Yanting Li, Yixin Nie, Kyle Richardson arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Zero-Shot  Knowledge  Adversarial  Inference  Language_Model  PDF
• 2021-06-07 PROST: Physical Reasoning of Objects through Space and Time    Stéphane Aroca-Ouellette, Cory Paik, Alessandro Roncone, Katharina Kann arXiv_CL arXiv_CL  Zero-Shot  Action  Language_Model  PDF
• 2021-06-07 BERTGEN: Multi-task Generation through BERT    Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia arXiv_CL arXiv_CL  Image_Caption  Bert  Zero-Shot  Caption  PDF
• 2021-06-07 Multilingual Neural Semantic Parsing for Low-Resourced Languages    Menglin Xia, Emilio Monti arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  Face  PDF
• 2021-06-07 Zero-Shot Knowledge Distillation from a Decision-Based Black-Box Model    Zi Wang arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  PDF
• 2021-06-06 Let's be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction    Murathan Kurfalı, Robert Östling arXiv_CL arXiv_CL  Zero-Shot  Classification  Relation  Language_Model  Prediction  PDF
• 2021-06-06 Learning Video Models from Text: Zero-Shot Anticipation for Procedural Actions    Fadime Sener, Rishabh Saraf, Angela Yao arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Action  Prediction  PDF
• 2021-06-05 Zero-shot Task Adaptation using Natural Language    Prasoon Goyal, Raymond J. Mooney, Scott Niekum arXiv_AI arXiv_AI  Zero-Shot  Pose  PDF
• 2021-06-04 Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL    Bogdan Mazoure, Ahmed M. Ahmed, Patrick MacAlpine, R Devon Hjelm, Andrey Kolobov arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Represenation_Learning  Pose  PDF
• 2021-06-03 How to Adapt Your Pretrained Multilingual Model to 1600 Languages    Abteen Ebrahimi, Katharina Kann arXiv_CL arXiv_CL  Zero-Shot  Speech  Action  PDF
• 2021-06-03 Language Embeddings for Typology and Cross-lingual Transfer Learning    Dian Yu, Taiqi He, Kenji Sagae arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Zero-Shot  Relation  Denoising  Inference  PDF
• 2021-06-03 Bilingual Alignment Pre-training for Zero-shot Cross-lingual Transfer    Ziqing Yang, Wentao Ma, Yiming Cui, Jiani Ye, Wanxiang Che, Shijin Wang arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Knowledge  Pose  Face  Language_Model  Prediction  QA  PDF
• 2021-06-03 ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation    Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Yoshinobu Kano, Kumari Deepshikha arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  Relation  Few-Shot  Denoising  Summarization  PDF
• 2021-06-02 Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions?    Jieyu Zhao, Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Kai-Wei Chang arXiv_AI arXiv_AI  Zero-Shot  Pose  Few-Shot  Language_Model  Prediction  QA  PDF
• 2021-06-02 multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning    Swarnadeep Saha, Prateek Yadav, Mohit Bansal arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Classification  Relation  PDF
• 2021-06-02 Exploring modality-agnostic representations for music classification    Ho-Hsiang Wu, Magdalena Fuentes, Juan P. Bello arXiv_SD arXiv_SD  Recognition  Zero-Shot  Knowledge  Classification  PDF
• 2021-06-02 NVC-Net: End-to-End Adversarial Voice Conversion    Bac Nguyen, Fabien Cardinaux arXiv_AI arXiv_AI  Zero-Shot  Adversarial  Speech  Pose  CNN  Inference  PDF
• 2021-06-01 What Can I Do Here? Learning New Skills by Imagining Visual Affordances    Alexander Khazatsky, Ashvin Nair, Daniel Jing, Sergey Levine arXiv_CV arXiv_CV  Zero-Shot  Pose  PDF
• 2021-06-01 Independent Prototype Propagation for Zero-Shot Compositionality    Frank Ruis, Gertjan Burghours, Doina Bucur arXiv_CV arXiv_CV  Embedding  Zero-Shot  Pose  Classification  Relation  PDF
• 2021-06-01 Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning    Liu Bo, Qiulei Dong, Zhanyi Hu arXiv_CV arXiv_CV  Zero-Shot  Pose  Attention  Prediction  PDF
• 2021-06-01 Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021    Xingshan Zeng, Liangyou Li, Qun Liu arXiv_CL arXiv_CL  Transformer  Recognition  Zero-Shot  Speech  Speech_Recognition  PDF
• 2021-05-31 An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers    Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov arXiv_AI arXiv_AI  Transformer  Zero-Shot  Pose  Few-Shot  PDF
• 2021-05-31 StarGAN-ZSVC: Towards Zero-Shot Voice Conversion in Low-Resource Contexts    Matthew Baas, Herman Kamper arXiv_CL arXiv_CL  Embedding  Zero-Shot  Adversarial  GAN  PDF
• 2021-05-31 SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers    Enze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar, Jose M. Alvarez, Ping Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Zero-Shot  Pose  Attention  PDF
• 2021-05-31 PhoNet: An Approach Towards Zero-shot Word Image Recognition in Historical Documents    Anuj Rai, Narayanan C. Krishnan, Sukalpa Chanda arXiv_CV arXiv_CV  Embedding  Recognition  Zero-Shot  Pose  PDF
• 2021-05-31 Zero-shot Fact Verification by Claim Generation    Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang arXiv_AI arXiv_AI  Bert  Zero-Shot  QA  PDF
• 2021-05-30 NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation    Sungdong Kim, Minsuk Chang, Sang-Woo Lee arXiv_CL arXiv_CL  Tracking  Transfer_Learning  Zero-Shot  Knowledge  Pose  PDF
• 2021-05-28 Towards mental time travel: a hierarchical memory for reinforcement learning agents    Andrew Kyle Lampinen, Stephanie C.Y. Chan, Andrea Banino, Felix Hill arXiv_AI arXiv_AI  Transformer  Reinforcement_Learning  3D  Zero-Shot  Knowledge  Pose  Attention  PDF
• 2021-05-27 Neural Entity Recognition with Gazetteer based Fusion    Qing Sun, Parminder Bhatia arXiv_AI arXiv_AI  Recognition  Zero-Shot  Knowledge  Pose  Medical  PDF
• 2021-05-27 Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence    Andrew Halterman, Katherine A. Keith, Sheikh Muhammad Sarwar, Brendan O'Connor arXiv_CL arXiv_CL  Bert  Zero-Shot  Action  Classification  Activity  Inference  Prediction  QA  PDF
• 2021-05-27 Contrastive Fine-tuning Improves Robustness for Neural Rankers    Xiaofei Ma, Cicero Nogueira dos Santos, Andrew O. Arnold arXiv_CL arXiv_CL  Bert  Zero-Shot  Pose  Matching  PDF
• 2021-05-26 Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics    Luyang Kong, Christopher Winestock, Parminder Bhatia arXiv_AI arXiv_AI  Bert  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Medical  PDF
• 2021-05-26 CogView: Mastering Text-to-Image Generation via Transformers    Ming Ding, Zhuoyi Yang, Wenyi Hong, Wendi Zheng, Chang Zhou, Da Yin, Junyang Lin, Xu Zou, Zhou Shao, Hongxia Yang, Jie Tang arXiv_CV arXiv_CV  Transformer  Super_Resolution  Zero-Shot  Pose  GAN  PDF
• 2021-05-25 The Nonlinearity Coefficient -- A Practical Guide to Neural Architecture Design    George Philipp arXiv_CV arXiv_CV  NAS  Zero-Shot  RNN  Deep_Learning  PDF
• 2021-05-25 GAN for Vision, KG for Relation: a Two-stage Deep Network for Zero-shot Action Recognition    Bin Sun, Dehui Kong, Shaofan Wang, Jinghua Li, Baocai Yin, Xiaonan Luo arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Adversarial  Knowledge_Graph  Pose  Action_Recognition  Action  Classification  Relation  Attention  GAN  PDF
• 2021-05-24 Coarse-to-Fine for Sim-to-Real: Sub-Millimetre Precision Across the Workspace    Eugene Valassakis, Norman Di Palo, Edward Johns arXiv_AI arXiv_AI  Zero-Shot  Pose_Estimation  Pose  Action  Deep_Learning  PDF
• 2021-05-24 Few-Shot Upsampling for Protest Size Detection    Andrew Halterman, Benjamin J. Radford arXiv_CL arXiv_CL  Transformer  Weakly_Supervised  Zero-Shot  Pose  Action  Detection  Few-Shot  Language_Model  PDF
• 2021-05-21 Learning Visible Connectivity Dynamics for Cloth Smoothing    Xingyu Lin, Yufei Wang, David Held arXiv_RO arXiv_RO  Point_Cloud  Reinforcement_Learning  Zero-Shot  Pose  Prediction  PDF
• 2021-05-19 Learning Language Specific Sub-network for Multilingual Machine Translation    Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  PDF
• 2021-05-18 Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition    Bo Liu, Qiang Liu, Peter Stone, Animesh Garg, Yuke Zhu, Animashree Anandkumar arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  Attention  PDF
• 2021-05-18 Zero-Shot Recommender Systems    Hao Ding, Yifei Ma, Anoop Deoras, Yuyang Wang, Hao Wang arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Action  Recommendation  PDF
• 2021-05-18 Towards Unsupervised Sketch-based Image Retrieval    Conghui Hu, Yongxin Yang, Yunpeng Li, Timothy M. Hospedales, Yi-Zhe Song arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Represenation_Learning  Sketch  Image_Retrieval  Pose  PDF
• 2021-05-16 Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval    Kazuya Ueki arXiv_CV arXiv_CV  Image_Caption  Embedding  Zero-Shot  Image_Retrieval  Survey  VQA  Caption  QA  Matching  PDF
• 2021-05-15 From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding    Rob van der Goot, Ibrahim Sharaf, Aizhan Imankulova, Ahmet Üstün, Marija Stepanović, Alan Ramponi, Siti Oryza Khairunnisa, Mamoru Komachi, Barbara Plank arXiv_CL arXiv_CL  Embedding  Zero-Shot  Pose  Classification  Detection  Language_Model  PDF
• 2021-05-15 Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers    Yilmaz Korkmaz, Salman UH Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Zero-Shot  Regularization  Adversarial  Self-Supervised  Deep_Learning  Relation  Attention  Medical  CNN  Inference  Matching  PDF
• 2021-05-14 QAConv: Question Answering on Informative Conversations    Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong arXiv_AI arXiv_AI  Zero-Shot  Knowledge  QA  PDF
• 2021-05-14 A cost-benefit analysis of cross-lingual transfer methods    Guilherme Moraes Rosa, Luiz Henrique Bonifacio, Leandro Rodrigues de Souza, Roberto Lotufo, Rodrigo Nogueira arXiv_CL arXiv_CL  Zero-Shot  Inference  PDF
• 2021-05-14 Adversarial Learning for Zero-Shot Stance Detection on Social Media    Emily Allaway, Malavika Srikanth, Kathleen McKeown arXiv_CL arXiv_CL  Zero-Shot  Adversarial  Pose  Detection  PDF
• 2021-05-13 TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning    Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo arXiv_CV arXiv_CV  Transfer_Learning  Weakly_Supervised  Zero-Shot  Pose  Face  Detection  PDF
• 2021-05-12 Semantic Diversity Learning for Zero-Shot Multi-label Classification    Avi Ben-Cohen, Nadav Zamir, Emanuel Ben Baruch, Itamar Friedman, Lihi Zelnik-Manor arXiv_CV arXiv_CV  Embedding  Zero-Shot  Image_Retrieval  Pose  Classification  PDF
• 2021-05-12 Encoding Explanatory Knowledge for Zero-shot Science Question Answering    Zili Zhou, Marco Valentino, Donal Landers, Andre Freitas arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Quantitative  QA  PDF
• 2021-05-12 Priberam Labs at the NTCIR-15 SHINRA2020-ML: Classification Task    Ruben Cardoso, Afonso Mendes, Andre Lamurias arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Knowledge  Pose  Ontology  Classification  GAN  PDF
• 2021-05-11 Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent Protocols    Rishi Hazra, Sonu Dixit, Sayambhu Sen arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2021-05-11 Zero-Shot Reinforcement Learning on Graphs for Autonomous Exploration Under Uncertainty    Fanfei Chen, Paul Szenher, Yewei Huang, Jinkun Wang, Tixiao Shan, Shi Bai, Brendan Englot arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  3D  Zero-Shot  Knowledge  Pose  Action  Autonomous  PDF
• 2021-05-10 Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking    Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba arXiv_CL arXiv_CL  Tracking  Zero-Shot  Knowledge  Pose  PDF
• 2021-05-08 Continuous representations of intents for dialogue systems    Sindre André Jacobsen, Anton Ragni arXiv_CL arXiv_CL  Zero-Shot  Pose  Detection  Relation  PDF
• 2021-05-08 Improving Cross-Lingual Reading Comprehension with Self-Training    Wei-Cheng Huang, Chien-yu Huang, Hung-yi Lee arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2021-05-08 Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation    Sunwoo Kim, Minje Kim arXiv_SD arXiv_SD  Enhancement  Zero-Shot  Knowledge  Speech  Pose  Denoising  PDF
• 2021-05-08 Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection    Aswin Sivaraman, Minje Kim arXiv_SD arXiv_SD  Embedding  Enhancement  Zero-Shot  Sparse  Speech  Pose  Denoising  PDF
• 2021-05-06 Adapting Monolingual Models: Data can be Scarce when Language Similarity is High    Wietse de Vries, Martijn Bartelds, Malvina Nissim, Martijn Wieling arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Zero-Shot  PDF
• 2021-05-06 A Generative Symbolic Model for More General Natural Language Understanding and Reasoning    Abulhair Saparov, Tom M. Mitchell arXiv_CL arXiv_CL  Zero-Shot  Inference  PDF
• 2021-05-06 XeroAlign: Zero-Shot Cross-lingual Transformer Alignment    Milan Gritta, Ignacio Iacobacci arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Text_Classification  Adversarial  Classification  Language_Model  PDF
• 2021-05-03 Learning Graph Embeddings for Open World Compositional Zero-Shot Learning    Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata arXiv_CV arXiv_CV  Embedding  Zero-Shot  Pose  CNN  PDF
• 2021-05-03 One Model to Rule them All: Towards Zero-Shot Learning for Databases    Benjamin Hilprecht, Carsten Binnig arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  PDF
• 2021-04-30 GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions    Chenfei Wu, Lun Huang, Qianxi Zhang, Binyang Li, Lei Ji, Fan Yang, Guillermo Sapiro, Nan Duan arXiv_CV arXiv_CV  Zero-Shot  Sparse  Pose  Attention  Matching  PDF
• 2021-04-29 Pre-training of Deep RL Agents for Improved Learning under Domain Randomization    Artemij Amiranashvili, Max Argus, Lukas Hermann, Wolfram Burgard, Thomas Brox arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2021-04-28 Zero-Shot Detection via Vision and Language Knowledge Distillation    Xiuye Gu, Tsung-Yi Lin, Weicheng Kuo, Yin Cui arXiv_AI arXiv_AI  Embedding  Zero-Shot  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-04-28 ZePHyR: Zero-shot Pose Hypothesis Rating    Brian Okorn, Qiao Gu, Martial Hebert, David Held arXiv_CV arXiv_CV  Zero-Shot  Pose_Estimation  Pose  Action  PDF
• 2021-04-27 Towards Fair Federated Learning with Zero-Shot Data Augmentation    Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J Liang, Changyou Chen, Lawrence Carin arXiv_CV arXiv_CV  Zero-Shot  Pose  PDF
• 2021-04-26 Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos    Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie Boggust, Rameswar Panda, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Michael Picheny, Shih-Fu Chang arXiv_CV arXiv_CV  Embedding  Zero-Shot  Self-Supervised  Action_Localization  Pose  Contrastive_Learning  Action  Attention  Video_Retrieval  PDF
• 2021-04-26 Dynamic VAEs with Generative Replay for Continual Zero-shot Learning    Subhankar Ghosh arXiv_CV arXiv_CV  Zero-Shot  Pose  PDF
• 2021-04-26 PanGu-$alpha$: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation    Wei Zeng, Xiaozhe Ren, Teng Su, Hui Wang, Yi Liao, Zhiwei Wang, Xin Jiang, ZhenZhang Yang, Kaisheng Wang, Xiaoda Zhang, Chen Li, Ziyan Gong, Yifan Yao, Xinjing Huang, Jun Wang, Jianfeng Yu, Qi Guo, Yue Yu, Yan Zhang, Jin Wang, Hengtao Tao, Dasen Yan, Zexuan Yi, Fang Peng, Fangqing Jiang, Han Zhang, Lingfeng Deng, Yehong Zhang, Zhe Lin, Chao Zhang, Shaojie Zhang, Mingyue Guo, Shanzhi Gu, Gaojun Fan, Yaowei Wang, Xuefeng Jin, Qun Liu, Yonghong Tian arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  Summarization  Language_Model  PDF
• 2021-04-23 Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems    Daniele Gammelli, Kaidi Yang, James Harrison, Filipe Rodrigues, Francisco C. Pereira, Marco Pavone arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Pose  Face  Autonomous  PDF
• 2021-04-22 Attribute-Modulated Generative Meta Learning for Zero-Shot Classification    Yun Li, Zhe Liu, Lina Yao, Xianzhi Wang, Can Wang arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Classification  PDF
• 2021-04-21 Revisiting Document Representations for Large-Scale Zero-Shot Learning    Jihyung Kil, Wei-Lun Chao arXiv_AI arXiv_AI  Zero-Shot  Pose  Action  PDF
• 2021-04-20 CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval    Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu arXiv_CV arXiv_CV  Zero-Shot  Sketch  Image_Retrieval  Pose  Action  Attention  Inference  PDF
• 2021-04-20 Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation    Mohamed Elhoseiny, Divyansh Jha, Kai Yi, Ivan Skorokhodov arXiv_AI arXiv_AI  Zero-Shot  Pose  GAN  PDF
• 2021-04-20 X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering    Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Optimization  Pose  Attention  PDF
• 2021-04-19 Learning to Communicate with Strangers via Channel Randomisation Methods    Dylan Cope, Nandi Schoots arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2021-04-18 Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation    Ruizhe Cheng, Bichen Wu, Peizhao Zhang, Peter Vajda, Joseph E. Gonzalez arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Caption  PDF
• 2021-04-18 Language in a Box: Grounding Language Learning in Real-World Human-Machine Interaction    Federico Bianchi, Ciro Greco, Jacopo Tagliabue arXiv_CL arXiv_CL  Unsupervised  Bert  Zero-Shot  Action  Inference  Language_Model  PDF
• 2021-04-18 On the Strengths of Cross-Attention in Pretrained Transformers for Machine Translation    Mozhdeh Gheini, Xiang Ren, Jonathan May arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Zero-Shot  Attention  PDF
• 2021-04-18 Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders    Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei arXiv_CL arXiv_CL  Bert  Zero-Shot  Pose  NMT  PDF
• 2021-04-18 AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages    Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Vladimir, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando A. Coto Solano, Ngoc Thang Vu, Katharina Kann arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2021-04-17 BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models    Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava, Iryna Gurevych arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2021-04-17 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training    Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Zero-Shot  Text_Classification  Adversarial  Pose  Classification  Language_Model  PDF
• 2021-04-17 Zero-shot Slot Filling with DPR and RAG    Michael Glass, Gaetano Rossiello, Alfio Gliozzo arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Action  Language_Model  PDF
• 2021-04-17 Multilingual and Cross-Lingual Intent Detection from Spoken Data    Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michał Lis, Eshan Singhal, Nikola Mrkšić, Tsung-Hsien Wen, Ivan Vulić arXiv_CL arXiv_CL  Recognition  Zero-Shot  Speech  Detection  Few-Shot  Object_Detection  Speech_Recognition  PDF
• 2021-04-17 A multilabel approach to morphosyntactic probing    Naomi Tachikawa Shapiro, Amandalynne Paullada, Shane Steinert-Threlkeld arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Language_Model  PDF
• 2021-04-16 Surface Form Competition: Why the Highest Probability Answer Isn't Always Right    Ari Holtzman, Peter West, Vered Schwartz, Yejin Choi, Luke Zettlemoyer arXiv_CL arXiv_CL  Zero-Shot  Face  Language_Model  PDF
• 2021-04-16 Does language help generalization in vision models?    Benjamin Devillers, Romain Bielawski, Bhavin Choski, Rufin VanRullen arXiv_AI arXiv_AI  Image_Caption  Unsupervised  Zero-Shot  Few-Shot  Caption  Language_Model  PDF
• 2021-04-16 Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema    Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  Detection  Language_Model  PDF
• 2021-04-16 Improving Zero-Shot Multi-Lingual Entity Linking    Elliot Schumacher, James Mayfield, Mark Dredze arXiv_CL arXiv_CL  Transformer  Zero-Shot  Knowledge  Adversarial  Pose  Matching  PDF
• 2021-04-16 An Empirical Study of Extrapolation in Text Generation with Scalar Control    Aashi Jain, Taylor Berg-Kirkpatrick arXiv_CL arXiv_CL  Embedding  Zero-Shot  Sentiment  Text_Generation  PDF
• 2021-04-15 Towards Robust Neural Retrieval Models with Synthetic Pre-Training    Revanth Gangi Reddy, Vikas Yadav, Md Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji, Avirup Sil arXiv_AI arXiv_AI  Zero-Shot  Matching  PDF
• 2021-04-15 A Survey of Recent Abstract Summarization Techniques    Diyah Puspitaningrum arXiv_CL arXiv_CL  Zero-Shot  Pose  Survey  Summarization  PDF
• 2021-04-15 Zero-Shot Cross-lingual Semantic Parsing    Tom Sherborne, Mirella Lapata arXiv_CL arXiv_CL  Reconstruction  Zero-Shot  Knowledge  Pose  PDF
• 2021-04-15 Learning Zero-Shot Multifaceted Visually Grounded Word Embeddingsvia Multi-Task Training    Hassan Shahmohammadi, Hendrik P. A. Lensch, R. Harald Baayen arXiv_CL arXiv_CL  Embedding  Zero-Shot  Knowledge  Face  Relation  PDF
• 2021-04-14 Reformulating Sentence Ordering as Conditional Text Generation    Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi arXiv_CL arXiv_CL  Transformer  Zero-Shot  Relation  GAN  Text_Generation  PDF
• 2021-04-14 Zero-Shot Instance Segmentation    Ye Zheng, Jiahong Wu, Yongqiang Qin, Faen Zhang, Li Cui arXiv_CV arXiv_CV  Segmentation  Zero-Shot  Pose  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-04-14 Zero-Resource Multi-Dialectal Arabic Natural Language Understanding    Muhammad Khalifa, Hesham Hassan, Aly Fahmy arXiv_CL arXiv_CL  Recognition  Zero-Shot  Speech  Pose  Detection  Language_Model  PDF
• 2021-04-13 On the Use of Linguistic Features for the Evaluation of Generative Dialogue Systems    Ian Berlot-Attwell, Frank Rudzicz arXiv_CL arXiv_CL  Zero-Shot  Pose  Relation  QA  PDF
• 2021-04-13 Understanding Hard Negatives in Noise Contrastive Estimation    Wenzheng Zhang, Karl Stratos arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2021-04-13 NoiseVC: Towards High Quality Zero-Shot Voice Conversion    Shijun Wang, Damian Borth arXiv_SD arXiv_SD  Quantization  Zero-Shot  Pose  PDF
• 2021-04-13 Document-Level Event Argument Extraction by Conditional Generation    Sha Li, Heng Ji, Jiawei Han arXiv_CL arXiv_CL  Zero-Shot  Pose  Action  PDF
• 2021-04-12 Targeted Adversarial Training for Natural Language Understanding    Lis Pereira, Xiaodong Liu, Hao Cheng, Hoifung Poon, Jianfeng Gao, Ichiro Kobayashi arXiv_CL arXiv_CL  Zero-Shot  Adversarial  PDF
• 2021-04-12 Learning Robust Visual-semantic Mapping for Zero-shot Learning    Jingcai Guo arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Relation  PDF
• 2021-04-12 Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment    Philip J. Ball, Cong Lu, Jack Parker-Holder, Stephen Roberts arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Self-Supervised  Attention  PDF
• 2021-04-11 Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling    Aaron Mueller, Mark Dredze arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Zero-Shot  Pose  Classification  Prediction  PDF
• 2021-04-11 Zero-Shot Learning on 3D Point Cloud Objects and Beyond    Ali Cheraghian, Shafinn Rahman, Townim F. Chowdhury, Dylan Campbell, Lars Petersson arXiv_CV arXiv_CV  Point_Cloud  3D  Zero-Shot  Pose  Classification  Attention  Image_Classification  PDF
• 2021-04-10 ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning    Chih-Yao Chen, Cheng-Te Li arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Represenation_Learning  Knowledge  Pose  Action  Classification  Relation  Relation_Extraction  Prediction  PDF
• 2021-04-10 Meta-tuning Language Models to Answer Prompts Better    Ruiqi Zhong, Kristy Lee, Zheng Zhang, Dan Klein arXiv_AI arXiv_AI  Zero-Shot  Review  Pose  Classification  Sentiment  Language_Model  QA  PDF
• 2021-04-07 Modern Hopfield Networks for Few- and Zero-Shot Reaction Prediction    Philipp Seidl, Philipp Renz, Natalia Dyubankova, Paulo Neves, Jonas Verhoeven, Jörg K. Wegner, Sepp Hochreiter, Günter Klambauer arXiv_AI arXiv_AI  Zero-Shot  Pose  Contrastive_Learning  Action  Deep_Learning  Prediction  PDF
• 2021-04-07 On the Critical Role of Conventions in Adaptive Human-AI Collaboration    Andy Shih, Arjun Sawhney, Jovana Kondic, Stefano Ermon, Dorsa Sadigh arXiv_RO arXiv_RO  Zero-Shot  Pose  PDF
• 2021-04-06 Contrastive Syn-to-Real Generalization    Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jose M. Alvarez, Zhangyang Wang, Anima Anandkumar arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  Pose  Attention  PDF
• 2021-04-06 Hippocampus-heuristic Character Recognition Network for Zero-shot Learning    Shaowei Wang, Guanjie Huang, Xiangyu Luo arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  PDF
• 2021-04-05 Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning    Chaoqun Wang, Xuejin Chen, Shaobo Min, Xiaoyan Sun, Houqiang Li arXiv_AI arXiv_AI  Image_Caption  Embedding  Zero-Shot  Knowledge  Pose  Contrastive_Learning  PDF
• 2021-04-04 Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning    Hui Liu, Danqing Zhang, Bing Yin, Xiaodan Zhu arXiv_CL arXiv_CL  Bert  Zero-Shot  Text_Classification  Pose  Classification  Inference  Prediction  Matching  PDF
• 2021-04-04 Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties    Kathleen Siminyu, Xinjian Li, Antonios Anastasopoulos, David Mortensen, Michael R. Marlo, Graham Neubig arXiv_CL arXiv_CL  Recognition  Zero-Shot  Knowledge  Speech  Few-Shot  GAN  Speech_Recognition  PDF
• 2021-04-04 MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers    Rohan Gupta, Jay Mundra, Deepak Mahajan, Ashutosh Modi arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  Pose  Classification  Language_Model  PDF
• 2021-04-02 SC-GlowTTS: an Efficient Zero-Shot Multi-Speaker Text-To-Speech Model    Edresson Casanova, Christopher Shulby, Eren Gölge, Nicolas Michael Müller, Frederico Santos de Oliveira, Arnaldo Candido Junior, Anderson da Silva Soares, Sandra Maria Aluisio, Moacir Antonelli Ponti arXiv_SD arXiv_SD  Transformer  Zero-Shot  Speech  Pose  GAN  CNN  PDF
• 2021-04-01 Low-Resource Neural Machine Translation for South-Eastern African Languages    Evander Nyoni, Bruce A. Bassett arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  PDF
• 2021-03-31 Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine Translation    Aviral Joshi, Chengzhi Huang, Har Simrat Singh arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Zero-Shot  PDF
• 2021-03-31 Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery    Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren arXiv_RO arXiv_RO  Transformer  Segmentation  Unsupervised  Zero-Shot  Adversarial  Pose  Deep_Learning  Relation  Few-Shot  Caption  PDF
• 2021-03-31 Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey    Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria arXiv_CL arXiv_CL  Embedding  Zero-Shot  Review  Survey  Action  Relation  Few-Shot  Relation_Extraction  Attention  CNN  PDF
• 2021-03-31 Q-ASR: Integer-only Zero-shot Quantization for Efficient Speech Recognition    Sehoon Kim, Amir Gholami, Zhewei Yao, Anirudda Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer arXiv_CL arXiv_CL  Quantization  Recognition  Zero-Shot  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-03-31 Causal Reasoning in Simulation for Structure and Transfer Learning of Robot Manipulation Policies    Timothy E. Lee, Jialiang Zhao, Amrita S. Sawhney, Siddharth Girdhar, Oliver Kroemer arXiv_RO arXiv_RO  Transfer_Learning  Zero-Shot  Action  PDF
• 2021-03-30 Rectification-based Knowledge Retention for Continual Learning    Pravendra Singh, Pratik Mazumder, Piyush Rai, Vinay P. Namboodiri arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Deep_Learning  PDF
• 2021-03-30 Contrastive Embedding for Generalized Zero-Shot Learning    Zongyan Han, Zhenyong Fu, Shuo Chen, Jian Yang arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Classification  PDF
• 2021-03-30 Fully Convolutional Scene Graph Generation    Hengyue Liu, Ning Yan, Masood S. Mortazavi, Bir Bhanu arXiv_CV arXiv_CV  Zero-Shot  Pose  Detection  Relation  Object_Detection  GAN  CNN  Inference  PDF
• 2021-03-29 A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings    Vivek Chalumuri, Bac Nguyen arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  Pose  Relation  PDF
• 2021-03-29 Zero-shot Adversarial Quantization    Yuang Liu, Wei Zhang, Jun Wang arXiv_CV arXiv_CV  Quantization  Zero-Shot  Knowledge  Adversarial  Pose  Inference  PDF
• 2021-03-27 Unsupervised Self-Training for Sentiment Analysis of Code-Switched Data    Akshat Gupta, Sargam Menghani, Sai Krishna Rallabandi, Alan W Black arXiv_CL arXiv_CL  Unsupervised  Bert  Zero-Shot  Review  Pose  Face  Sentiment  PDF
• 2021-03-26 Turning transformer attention weights into zero-shot sequence labelers    Kamil Bujel, Helen Yannakoudakis, Marek Rei arXiv_AI arXiv_AI  Transformer  Zero-Shot  Pose  Attention  Inference  PDF
• 2021-03-26 Robot Program Parameter Inference via Differentiable Shadow Program Inversion    Benjamin Alt, Darko Katic, Rainer Jäkel, Asil Kaan Bozcuoglu, Michael Beetz arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Inference  PDF
• 2021-03-25 Zero-shot super-resolution with a physically-motivated downsampling kernel for endomicroscopy    Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Super_Resolution  Zero-Shot  Self-Supervised  Pose  CNN  QA  PDF
• 2021-03-24 Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2    Gregor Betz, Kyle Richardson, Christian Voigt arXiv_CL arXiv_CL  Zero-Shot  Text_Generation  Inference  Language_Model  PDF
• 2021-03-23 Incrementally Zero-Shot Detection by an Extreme Value Analyzer    Zheng Sixiao, Fu Yanwei, Hou Yanxi arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Detection  Object_Detection  PDF
• 2021-03-23 Multilingual Autoregressive Entity Linking    Nicola De Cao, Ledell Wu, Kashyap Popat, Mikel Artetxe, Naman Goyal, Mikhail Plekhanov, Luke Zettlemoyer, Nicola Cancedda, Sebastian Riedel, Fabio Petroni arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Action  Prediction  PDF
• 2021-03-23 Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning    Federico Marmoreo, Julio Ivan Davila Carrazco, Vittorio Murino, Jacopo Cavazza arXiv_CV arXiv_CV  Embedding  Zero-Shot  Pose  PDF
• 2021-03-22 ZS-IL: Looking Back on Learned ExperiencesFor Zero-Shot Incremental Learning    Mozhgan PourKeshavarz, Mohammad Sabokrou arXiv_CV arXiv_CV  Zero-Shot  Pose  PDF
• 2021-03-22 Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval    Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulić, Iryna Gurevych arXiv_CV arXiv_CV  Transformer  Zero-Shot  Pose  Attention  PDF
• 2021-03-20 Classifier Crafting: Turn Your ConvNet into a Zero-Shot Learner!    Jacopo Cavazza arXiv_CV arXiv_CV  Embedding  Zero-Shot  Classification  Attention  CNN  Inference  Prediction  PDF
• 2021-03-19 Paint by Word    David Bau, Alex Andonian, Audrey Cui, YeonHwan Park, Ali Jahanian, Aude Oliva, Antonio Torralba arXiv_AI arXiv_AI  Zero-Shot  GAN  PDF
• 2021-03-19 DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning    Bonan Li, Xuecheng Nie, Congying Han arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  PDF
• 2021-03-19 Tf-GCZSL: Task-Free Generalized Continual Zero-Shot Learning    Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram arXiv_AI arXiv_AI  Zero-Shot  Regularization  Knowledge  Pose  PDF
• 2021-03-17 Few-Shot Visual Grounding for Natural Human-Robot Interaction    Giorgos Tziafas, Hamidreza Kasaei arXiv_AI arXiv_AI  Zero-Shot  Pose  Action  Detection  Few-Shot  Object_Detection  Prediction  PDF
• 2021-03-17 Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions    Sebastian Bujwid, Josephine Sullivan arXiv_CV arXiv_CV  Embedding  Zero-Shot  Classification  Image_Classification  PDF
• 2021-03-17 Improving Zero-shot Voice Style Transfer via Disentangled Representation Learning    Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin arXiv_SD arXiv_SD  Embedding  Style_Transfer  Zero-Shot  Represenation_Learning  Speech  Pose  PDF
• 2021-03-16 Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models    Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Pose  Language_Model  PDF
• 2021-03-14 Quasi-Equivalence Discovery for Zero-Shot Emergent Communication    Kalesha Bullard, Douwe Kiela, Joelle Pineau, Jakob Foerster arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2021-03-14 Success Weighted by Completion Time: A Dynamics-Aware Evaluation Criteria for Embodied Navigation    Naoki Yokoyama, Sehoon Ha, Dhruv Batra arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2021-03-13 Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling    Jitin Krishnan, Antonios Anastasopoulos, Hemant Purohit, Huzefa Rangwala arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  Pose  Prediction  PDF
• 2021-03-13 Error-Aware Policy Learning: Zero-Shot Generalization in Partially Observable Dynamic Environments    Visak Kumar, Sehoon Ha, C. Karen Liu arXiv_RO arXiv_RO  Zero-Shot  Prediction  Matching  PDF
• 2021-03-12 Cooperative Learning of Zero-Shot Machine Reading Comprehension    Hongyin Luo, Seunghak Yu, James Glass arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Zero-Shot  Pose  Action  Language_Model  PDF
• 2021-03-11 Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings    Linlin Liu, Thien Hai Nguyen, Shafiq Joty, Lidong Bing, Luo Si arXiv_AI arXiv_AI  Embedding  Bert  Sentiment_Classification  Zero-Shot  Pose  Classification  Sentiment  PDF
• 2021-03-10 Self-Learning for Zero Shot Neural Machine Translation    Surafel M. Lakew, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Pose  NMT  PDF
• 2021-03-09 Pretrained Transformers as Universal Computation Engines    Kevin Lu, Aditya Grover, Pieter Abbeel, Igor Mordatch arXiv_AI arXiv_AI  Transformer  Zero-Shot  Classification  Attention  Prediction  Matching  PDF
• 2021-03-08 On Implicit Attribute Localization for Generalized Zero-Shot Learning    Shiqi Yang, Kai Wang, Luis Herranz, Joost van de Weijer arXiv_CV arXiv_CV  Zero-Shot  Pose  Detection  Relation  Attention  PDF
• 2021-03-07 Virtual Normal: Enforcing Geometric Constraintsfor Accurate and Robust Depth Prediction    Wei Yin, Yifan Liu, Chunhua Shen arXiv_CV arXiv_CV  Point_Cloud  3D  Zero-Shot  Face  Prediction  PDF
• 2021-03-06 Improving Zero-Shot Entity Retrieval through Effective Dense Representations    Eleni Partalidou, Despina Christou, Grigorios Tsoumakas arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Pose  PDF
• 2021-03-06 Off-Belief Learning    Hengyuan Hu, Adam Lerer, Brandon Cui, Luis Pineda, David Wu, Noam Brown, Jakob Foerster arXiv_AI arXiv_AI  Zero-Shot  Action  PDF
• 2021-03-05 Goal-Oriented Gaze Estimation for Zero-Shot Learning    Yang Liu, Lei Zhou, Xiao Bai, Yifei Huang, Lin Gu, Jun Zhou, Tatsuya Harada arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  Pose  Gaze_Estimation  Attention  PDF
• 2021-03-04 A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models    Iurii Mokrii, Leonid Boytsov, Pavel Braslavski arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Few-Shot  PDF
• 2021-03-04 Continuous Coordination As a Realistic Scenario for Lifelong Learning    Hadi Nekoei, Akilesh Badrinaaraayanan, Aaron Courville, Sarath Chandar arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Knowledge  Few-Shot  PDF
• 2021-03-03 OAG-BERT: Pre-train Heterogeneous Entity-augmented Academic Language Model    Xiao Liu, Da Yin, Xingjian Zhang, Kai Su, Kan Wu, Hongxia Yang, Jie Tang arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Knowledge  Review  Pose  Inference  Language_Model  Prediction  Recommendation  PDF
• 2021-03-03 Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation    Haoran Xu, Philipp Koehn arXiv_CL arXiv_CL  Embedding  Zero-Shot  PDF
• 2021-03-03 Task Aligned Generative Meta-learning for Zero-shot Learning    Zhe Liu, Yun Li, Lina Yao, Xianzhi Wang, Guodong Long arXiv_CV arXiv_CV  Zero-Shot  Pose  Relation  PDF
• 2021-03-01 Performance Variability in Zero-Shot Classification    Matías Molina (Universidad Nacional de Córdoba), Jorge Sánchez (CONICET) arXiv_CV arXiv_CV  Zero-Shot  Pose  Classification  PDF
• 2021-03-01 On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions    Rob van der Goot, Ahmet Üstün, Barbara Plank arXiv_CL arXiv_CL  Embedding  Zero-Shot  PDF
• 2021-03-01 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
• 2021-02-28 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
• 2021-02-28 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
• 2021-02-26 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
• 2021-02-26 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
• 2021-02-26 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
• 2021-02-26 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
• 2021-02-26 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
• 2021-02-25 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
• 2021-02-24 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
• 2021-02-24 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
• 2021-02-24 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
• 2021-02-23 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
• 2021-02-23 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
• 2021-02-22 Cognitively Aided Zero-Shot Automatic Essay Grading    Sandeep Mathias, Rudra Murthy, Diptesh Kanojia, Pushpak Bhattacharyya arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2021-02-22 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
• 2021-02-20 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
• 2021-02-16 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
• 2021-02-15 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
• 2021-02-15 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
• 2021-02-15 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
• 2021-02-14 Domain Adversarial Reinforcement Learning    Bonnie Li, Vincent François-Lavet, Thang Doan, Joelle Pineau arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Optimization  Adversarial  PDF
• 2021-02-12 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
• 2021-02-11 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
• 2021-02-10 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
• 2021-02-08 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
• 2021-02-08 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
• 2021-02-07 Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning    Subhankar Ghosh arXiv_CV arXiv_CV  Zero-Shot  Adversarial  Pose  PDF
• 2021-02-05 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
• 2021-02-05 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
• 2021-02-05 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
• 2021-02-05 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
• 2021-02-04 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
• 2021-02-03 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
• 2021-02-03 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
• 2021-02-02 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
• 2021-02-01 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
• 2021-02-01 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
• 2021-01-31 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
• 2021-01-30 Semantic Borrowing for Generalized Zero-Shot Learning    Xiao-wei Chen (Sun Yat-sen University) arXiv_AI arXiv_AI  Zero-Shot  Pose  Classification  Relation  PDF
• 2021-01-29 Open World Compositional Zero-Shot Learning    Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  PDF
• 2021-01-27 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
• 2021-01-27 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
• 2021-01-26 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
• 2021-01-26 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
• 2021-01-26 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
• 2021-01-26 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
• 2021-01-26 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
• 2021-01-25 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
• 2021-01-25 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
• 2021-01-25 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
• 2021-01-22 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
• 2021-01-22 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
• 2021-01-22 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
• 2021-01-21 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
• 2021-01-20 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
• 2021-01-20 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
• 2021-01-19 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
• 2021-01-18 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
• 2021-01-16 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
• 2021-01-14 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
• 2021-01-12 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
• 2021-01-12 Transforming Multi-Conditioned Generation from Meaning Representation    Joosung Lee arXiv_AI arXiv_AI  Zero-Shot  Pose  Face  PDF
• 2021-01-09 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
• 2021-01-07 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
• 2021-01-07 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
• 2021-01-02 Zero-shot Learning by Generating Task-specific Adapters    Qinyuan Ye, Xiang Ren arXiv_CL arXiv_CL  Transformer  Zero-Shot  Text_Generation  PDF
• 2021-01-01 CIZSL++: Creativity Inspired Generative Zero-Shot Learning    Mohamed Elhoseiny, Kai Yi, Mohamed Elfeki arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  PDF
• 2020-12-31 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
• 2020-12-31 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
• 2020-12-31 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
• 2020-12-31 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
• 2020-12-31 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
• 2020-12-30 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
• 2020-12-30 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
• 2020-12-30 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
• 2020-12-22 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
• 2020-12-21 Universal Policies for Software-Defined MDPs    Daniel Selsam, Jesse Michael Han, Leonardo de Moura, Patrice Godefroid arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2020-12-19 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
• 2020-12-17 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
• 2020-12-17 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
• 2020-12-15 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
• 2020-12-14 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
• 2020-12-11 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
• 2020-12-10 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
• 2020-12-09 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
• 2020-12-08 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
• 2020-12-08 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
• 2020-12-07 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
• 2020-12-04 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
• 2020-12-03 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
• 2020-12-03 Intervention Design for Effective Sim2Real Transfer    Melissa Mozifian, Amy Zhang, Joelle Pineau, David Meger arXiv_RO arXiv_RO  Zero-Shot  Inference  PDF
• 2020-12-03 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
• 2020-12-02 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
• 2020-12-01 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
• 2020-12-01 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
• 2020-11-30 Dual Geometric Graph Network -- Zero-Shot Refinement for Dense Shape Correspondence    Dvir Ginzburg, Dan Raviv arXiv_CV arXiv_CV  Zero-Shot  Pose  Matching  PDF
• 2020-11-30 Zero-Shot Calibration of Fisheye Cameras    Jae-Yeong Lee arXiv_CV arXiv_CV  Zero-Shot  Pose  Quantitative  PDF
• 2020-11-26 Fine-Grained Re-Identification    Priyank Pathak arXiv_CV arXiv_CV  Zero-Shot  Pose  Attention  Re-identification  PDF
• 2020-11-25 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
• 2020-11-24 Towards Zero-shot Cross-lingual Image Retrieval    Pranav Aggarwal, Ajinkya Kale arXiv_CV arXiv_CV  Embedding  Zero-Shot  Image_Retrieval  Caption  Inference  PDF
• 2020-11-24 Zero-Shot Visual Slot Filling as Question Answering    Larry Heck, Simon Heck arXiv_AI arXiv_AI  Transfer_Learning  Bert  Zero-Shot  PDF
• 2020-11-23 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
• 2020-11-21 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
• 2020-11-20 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
• 2020-11-19 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
• 2020-11-18 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
• 2020-11-17 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
• 2020-11-17 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
• 2020-11-17 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
• 2020-11-17 Generalized Continual Zero-Shot Learning    Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  Attention  PDF
• 2020-11-16 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
• 2020-11-16 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
• 2020-11-14 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
• 2020-11-13 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
• 2020-11-13 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
• 2020-11-13 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
• 2020-11-13 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
• 2020-11-12 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
• 2020-11-11 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
• 2020-11-11 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
• 2020-11-10 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
• 2020-11-10 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
• 2020-11-10 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
• 2020-11-09 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
• 2020-11-09 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
• 2020-11-07 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
• 2020-11-05 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
• 2020-11-05 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
• 2020-11-05 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
• 2020-11-03 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
• 2020-11-03 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
• 2020-11-03 Data-to-Text Generation with Iterative Text Editing    Zdeněk Kasner, Ondřej Dušek arXiv_CL arXiv_CL  Zero-Shot  Text_Generation  Language_Model  PDF
• 2020-11-03 Cross-lingual Word Embeddings beyond Zero-shot Machine Translation    Shifei Chen, Ali Basirat arXiv_CL arXiv_CL  Embedding  Zero-Shot  Knowledge  PDF
• 2020-11-02 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
• 2020-11-02 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
• 2020-11-01 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
• 2020-10-30 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
• 2020-10-29 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
• 2020-10-26 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
• 2020-10-26 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
• 2020-10-25 Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce model    Julian Lienen, Eyke Hüllermeier arXiv_CV arXiv_CV  Zero-Shot  Relation  PDF
• 2020-10-24 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
• 2020-10-24 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
• 2020-10-24 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
• 2020-10-23 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
• 2020-10-23 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
• 2020-10-23 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
• 2020-10-23 SmBoP: Semi-autoregressive Bottom-up Semantic Parsing    Ohad Rubin, Jonathan Berant arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  PDF
• 2020-10-23 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
• 2020-10-22 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
• 2020-10-22 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
• 2020-10-22 Meta-Learning for Domain Generalization in Semantic Parsing    Bailin Wang, Mirella Lapata, Ivan Titov arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Attention  PDF
• 2020-10-22 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
• 2020-10-22 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
• 2020-10-22 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
• 2020-10-21 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
• 2020-10-21 Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas    Yogarshi Vyas, Miguel Ballesteros arXiv_CL arXiv_CL  Zero-Shot  Regularization  Knowledge  PDF
• 2020-10-21 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
• 2020-10-21 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
• 2020-10-21 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
• 2020-10-21 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
• 2020-10-20 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
• 2020-10-19 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
• 2020-10-19 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
• 2020-10-19 Revisiting Modularized Multilingual NMT to Meet Industrial Demands    Sungwon Lyu, Bokyung Son, Kichang Yang, Jaekyoung Bae arXiv_CL arXiv_CL  Zero-Shot  NMT  PDF
• 2020-10-18 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
• 2020-10-16 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
• 2020-10-16 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
• 2020-10-15 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
• 2020-10-15 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
• 2020-10-14 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
• 2020-10-13 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
• 2020-10-13 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
• 2020-10-13 The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT    Jörg Tiedemann arXiv_CL arXiv_CL  Zero-Shot  Few-Shot  PDF
• 2020-10-13 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
• 2020-10-12 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
• 2020-10-12 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
• 2020-10-12 Controllable Paraphrasing and Translation with a Syntactic Exemplar    Mingda Chen, Sam Wiseman, Kevin Gimpel arXiv_CL arXiv_CL  Zero-Shot  Pose  Quantitative  PDF
• 2020-10-12 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
• 2020-10-11 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
• 2020-10-11 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
• 2020-10-10 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
• 2020-10-10 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
• 2020-10-09 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
• 2020-10-09 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
• 2020-10-08 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
• 2020-10-08 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
• 2020-10-07 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
• 2020-10-07 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
• 2020-10-07 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
• 2020-10-07 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
• 2020-10-07 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
• 2020-10-06 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
• 2020-10-06 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
• 2020-10-06 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
• 2020-10-06 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
• 2020-10-05 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
• 2020-10-04 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
• 2020-10-02 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
• 2020-10-02 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
• 2020-10-02 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
• 2020-10-02 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
• 2020-10-02 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
• 2020-10-01 Nearest Neighbor Machine Translation    Urvashi Khandelwal, Angela Fan, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2020-10-01 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
• 2020-10-01 Multi-agent Social Reinforcement Learning Improves Generalization    Kamal Ndousse, Douglas Eck, Sergey Levine, Natasha Jaques arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  PDF
• 2020-09-30 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
• 2020-09-30 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
• 2020-09-29 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
• 2020-09-29 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
• 2020-09-29 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
• 2020-09-25 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
• 2020-09-24 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
• 2020-09-24 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
• 2020-09-23 Crosslingual Topic Modeling with WikiPDA    Tiziano Piccardi, Robert West arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Classification  PDF
• 2020-09-23 Zero-Shot Learning -- The Good, the Bad and the Ugly    Yongqin Xian, Bernt Schiele, Zeynep Akata arXiv_CV arXiv_CV  Zero-Shot  Pose  PDF
• 2020-09-23 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
• 2020-09-21 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
• 2020-09-21 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
• 2020-09-18 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
• 2020-09-17 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
• 2020-09-17 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
• 2020-09-17 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
• 2020-09-16 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
• 2020-09-16 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
• 2020-09-16 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
• 2020-09-14 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
• 2020-09-14 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
• 2020-09-11 Visually Analyzing and Steering Zero Shot Learning    Saroj Sahoo, Matthew Berger arXiv_CV arXiv_CV  Zero-Shot  Pose  Prediction  PDF
• 2020-09-11 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
• 2020-09-11 Adversarial Learning for Zero-shot Domain Adaptation    Jinghua Wang, Jianmin Jiang arXiv_CV arXiv_CV  Zero-Shot  Adversarial  Pose  GAN  PDF
• 2020-09-10 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
• 2020-09-02 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
• 2020-09-02 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
• 2020-09-01 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
• 2020-08-29 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
• 2020-08-28 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
• 2020-08-25 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
• 2020-08-21 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
• 2020-08-20 Inducing Language-Agnostic Multilingual Representations    Wei Zhao, Steffen Eger, Johannes Bjerva, Isabelle Augenstein arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Action  PDF
• 2020-08-19 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
• 2020-08-17 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
• 2020-08-17 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
• 2020-08-16 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
• 2020-08-16 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
• 2020-08-15 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
• 2020-08-15 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
• 2020-08-14 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
• 2020-08-13 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
• 2020-08-12 Model-Based Offline Planning    Arthur Argenson, Gabriel Dulac-Arnold arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  Action  PDF
• 2020-08-12 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
• 2020-08-11 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
• 2020-08-09 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
• 2020-08-09 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
• 2020-08-06 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
• 2020-08-06 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
• 2020-08-03 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
• 2020-08-03 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
• 2020-07-30 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
• 2020-07-30 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
• 2020-07-28 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
• 2020-07-28 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
• 2020-07-27 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
• 2020-07-24 Visual Compositional Learning for Human-Object Interaction Detection    Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao arXiv_CV arXiv_CV