Zero-Shot

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 Zero-Shot Pose Action Detection Relation PDF
2020-07-24 IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? Jaeyoul Shin, Taeuk Kim, Sang-goo Lee arXiv_CL arXiv_CL Zero-Shot Pose Attention Language_Model PDF
2020-07-23 Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo arXiv_CV arXiv_CV Recognition Zero-Shot PDF
2020-07-23 ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual Descriptions Anurag Roy, Vinay Kumar Verma, Kripabandhu Ghosh, Saptarshi Ghosh arXiv_CV arXiv_CV Zero-Shot Image_Retrieval Pose Classification GAN PDF
2020-07-23 Zero-Shot Recognition through Image-Guided Semantic Classification Mei-Chen Yeh, Fang Li arXiv_CV arXiv_CV Embedding Enhancement Recognition Zero-Shot Pose Classification Inference PDF
2020-07-19 Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning Maunil R Vyas, Hemanth Venkateswara, Sethuraman Panchanathan arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Pose Relation GAN PDF
2020-07-15 Enhancing Generalized Zero-Shot Learning via Adversarial Visual-Semantic Interaction Shivam Chandhok, Vineeth N Balasubramanian arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Represenation_Learning Knowledge Adversarial Pose Action Inference PDF
2020-07-14 COBE: Contextualized Object Embeddings from Narrated Instructional Video Gedas Bertasius, Lorenzo Torresani arXiv_CV arXiv_CV Embedding Zero-Shot Pose Action Detection Few-Shot Object_Detection PDF
2020-07-14 Video Object Segmentation with Episodic Graph Memory Networks Xinkai Lu, Wenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Van Gool arXiv_CV arXiv_CV Segmentation Gradient_Descent Zero-Shot Memory_Networks Knowledge Pose Relation GAN Prediction PDF
2020-07-11 Generative Graph Perturbations for Scene Graph Prediction Boris Knyazev, Harm de Vries, Cătălina Cangea, Graham W. Taylor, Aaron Courville, Eugene Belilovsky arXiv_CV arXiv_CV Bert Zero-Shot Adversarial Pose Action Relation GAN Language_Model Prediction PDF
2020-07-09 Invertible Zero-Shot Recognition Flows Yuming Shen, Jie Qin, Lei Huang arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Pose GAN PDF
2020-07-08 The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning Yuhuai Wu, Honghua Dong, Roger Grosse, Jimmy Ba arXiv_AI arXiv_AI Zero-Shot Pose Relation PDF
2020-07-07 Cross-lingual Inductive Transfer to Detect Offensive Language Kartikey Pant, Tanvi Dadu arXiv_CL arXiv_CL Embedding Bert Zero-Shot GAN PDF
2020-07-07 On Learning Semantic Representations for Million-Scale Free-Hand Sketches Peng Xu, Yongye Huang, Tongtong Yuan, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song, Liang Wang arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Sparse Sketch RNN Knowledge Pose PDF
2020-07-06 Jump Operator Planning: Goal-Conditioned Policy Ensembles and Zero-Shot Transfer Thomas J. Ringstrom, Mohammadhosein Hasanbeig, Alessandro Abate arXiv_AI arXiv_AI Zero-Shot Pose Action PDF
2020-07-02 Bayesian multilingual topic model for zero-shot cross-lingual topic identification Santosh Kesiraju, Sangeet Sagar, Ondřej Glembek, Lukáš Burget, Suryakanth V Gangashetty arXiv_CL arXiv_CL Embedding Zero-Shot RNN Pose PDF
2020-07-01 Learning unbiased zero-shot semantic segmentation networks via transductive transfer Haiyang Liu, Yichen Wang, Jiayi Zhao, Guowu Yang, Fengmao Lv arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Zero-Shot Knowledge Pose Relation Prediction PDF
2020-06-30 Ontology-guided Semantic Composition for Zero-Shot Learning Jiaoyan Chen, Freddy Lecue, Yuxia Geng, Jeff Z. Pan, Huajun Chen arXiv_AI arXiv_AI Embedding Zero-Shot Pose Ontology Classification Relation VQA Image_Classification PDF
2020-06-30 A Simple Domain Shifting Networkfor Generating Low Quality Images Guruprasad Hegde, Avinash Nittur Ramesh, Kanchana Vaishnavi Gandikota, Roman Obermaisser, Michael Moeller arXiv_CV arXiv_CV Recognition Zero-Shot Pose Classification Deep_Learning PDF
2020-06-29 Leveraging Subword Embeddings for Multinational Address Parsing Marouane Yassine, David Beauchemin, François Laviolette, Luc Lamontagne arXiv_CL arXiv_CL Embedding Transfer_Learning Zero-Shot Knowledge Pose PDF
2020-06-29 Knowledge-Aware Language Model Pretraining Corby Rosset, Chenyan Xiong, Minh Phan, Xia Song, Paul Bennett, Saurabh Tiwary arXiv_CL arXiv_CL Transformer Zero-Shot Knowledge Language_Model Prediction PDF
2020-06-28 Analogical Image Translation for Fog Generation Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Gool arXiv_CV arXiv_CV Zero-Shot Adversarial Pose PDF
2020-06-27 A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov arXiv_CL arXiv_CL Reinforcement_Learning Zero-Shot Pose Summarization PDF
2020-06-26 Bookworm continual learning: beyond zero-shot learning and continual learning Kai Wang, Luis Herranz, Anjan Dutta, Joost van de Weijer arXiv_CV arXiv_CV Zero-Shot Pose PDF
2020-06-26 High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton arXiv_CV arXiv_CV Zero-Shot Knowledge Pose Face GAN PDF
2020-06-26 Pre-training via Paraphrasing Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer arXiv_CL arXiv_CL Reconstruction Unsupervised Zero-Shot Summarization Language_Model PDF
2020-06-25 A causal view of compositional zero-shot recognition Yuval Atzmon, Felix Kreuk, Uri Shalit, Gal Chechik arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Pose Classification Inference PDF
2020-06-24 Insights from the Future for Continual Learning Arthur Douillard, Eduardo Valle, Charles Ollion, Thomas Robert, Matthieu Cord arXiv_CV arXiv_CV Zero-Shot Pose Quantitative PDF
2020-06-24 Graph Policy Network for Transferable Active Learning on Graphs Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Pose PDF
2020-06-21 Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Shivangi Aneja, Matthias Nießner arXiv_CV arXiv_CV Transfer_Learning Zero-Shot Pose Face Classification Detection Few-Shot PDF
2020-06-20 Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval Anjan Dutta, Zeynep Akata arXiv_CV arXiv_CV Zero-Shot Sketch Image_Retrieval Adversarial Pose Classification Few-Shot PDF
2020-06-19 Normalization Matters in Zero-Shot Learning Ivan Skorokhodov, Mohamed Elhoseiny arXiv_CV arXiv_CV Zero-Shot PDF
2020-06-18 Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak, Stephen H. Bach arXiv_CV arXiv_CV Transformer Embedding Zero-Shot RNN Knowledge Knowledge_Graph Pose Classification PDF
2020-06-16 The SPPD System for Schema Guided Dialogue State Tracking Challenge Miao Li, Haoqi Xiong, Yunbo Cao (Smart Platform Product Department, Tencent Inc, China) arXiv_CL arXiv_CL Tracking Bert Zero-Shot Pose Relation PDF
2020-06-16 Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han, Zhenyong Fu, Jian Yang arXiv_CV arXiv_CV Recognition Zero-Shot Pose Relation PDF
2020-06-11 CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che arXiv_CL arXiv_CL Embedding Bert Zero-Shot Pose PDF
2020-06-10 Simple and effective localized attribute representations for zero-shot learning Shiqi Yang, Kai Wang, Luis Herranz, Joost van de Weijer arXiv_CV arXiv_CV Zero-Shot Pose Detection Relation Attention PDF
2020-06-08 Unsupervised Transfer Learning with Self-Supervised Remedy Jiabo Huang, Shaogang Gong arXiv_CV arXiv_CV Unsupervised Transfer_Learning Zero-Shot Knowledge Self-Supervised Deep_Learning Few-Shot PDF
2020-06-08 Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior Osama Makansi, Özgün Cicek, Kevin Buchicchio, Thomas Brox arXiv_CV arXiv_CV Zero-Shot Knowledge Prediction PDF
2020-06-08 Semantic Graph-enhanced Visual Network for Zero-shot Learning Yang Hu, Guihua Wen, Adriane Chapman, Pei Yang, Mingnan Luo, Yingxue Xu, Dan Dai, Wendy Hall arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Knowledge_Graph Pose Relation CNN PDF
2020-06-07 Language Models as Fact Checkers? Nayeon Lee, Belinda Z. Li, Sinong Wang, Wen-tau Yih, Hao Ma, Madian Khabsa arXiv_AI arXiv_AI Zero-Shot Knowledge Language_Model PDF
2020-06-05 CoCon: A Self-Supervised Approach for Controlled Text Generation Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu arXiv_CL arXiv_CL Transformer Zero-Shot Self-Supervised Pose Sentiment Attention Text_Generation Language_Model PDF
2020-06-04 M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training Haoyang Huang, Lin Su, Di Qi, Nan Duan, Edward Cui, Taroon Bharti, Lei Zhang, Lijuan Wang, Jianfeng Gao, Bei Liu, Jianlong Fu, Dongdong Zhang, Xin Liu, Ming Zhou arXiv_CV arXiv_CV Image_Caption Zero-Shot Few-Shot Text_Generation Caption Inference PDF
2020-06-03 CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon arXiv_AI arXiv_AI Zero-Shot Salient Pose Prediction PDF
2020-06-02 BERT Based Multilingual Machine Comprehension in English and Hindi Somil Gupta, Nilesh Khade arXiv_CL arXiv_CL Bert Zero-Shot Pose QA PDF
2020-06-01 Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas Yen-Ling Kuo, Boris Katz, Andrei Barbu arXiv_CL arXiv_CL Reinforcement_Learning Zero-Shot Action PDF
2020-05-31 LRG at SemEval-2020 Task 7: Assessing the Ability of BERT and Derivative Models to Perform Short-Edits based Humor Grading Siddhant Mahurkar, Rajaswa Patil arXiv_CL arXiv_CL Bert Zero-Shot Classification Attention Inference Language_Model PDF
2020-05-31 Neural Entity Linking: A Survey of Models based on Deep Learning Ozge Sevgili, Artem Shelmanov, Mikhail Arkhipov, Alexander Panchenko, Chris Biemann arXiv_CL arXiv_CL Embedding Recognition Bert Zero-Shot Survey Deep_Learning Attention Prediction PDF
2020-05-31 Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning Hantao Yao, Shaobo Min, Yongdong Zhang, Changsheng Xu arXiv_CV arXiv_CV Embedding Unsupervised Zero-Shot Knowledge Pose Relation Attention PDF
2020-05-30 User Memory Reasoning for Conversational Recommendation Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu arXiv_CL arXiv_CL Zero-Shot Knowledge Knowledge_Graph Pose Action Prediction Recommendation PDF
2020-05-29 Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe arXiv_CL arXiv_CL Zero-Shot Pose Inference PDF
2020-05-29 Fixed-size Objects Encoding for Visual Relationship Detection Hengyue Pan, Xin Niu, Rongchun Li, Siqi Shen, Yong Dou arXiv_CV arXiv_CV Zero-Shot Pose Classification Detection Relation Visual_Relation CNN PDF
2020-05-28 Improving Generalized Zero-Shot Learning by Semantic Discriminator Xinpeng Li, Mao Ye, Lihua Zhou, Dan Zhang, Ce Zhu, Yiguang Liu arXiv_CV arXiv_CV Embedding Zero-Shot Pose Classification PDF
2020-05-27 AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings Pratik Mazumder, Pravendra Singh, Kranti Kumar Parida, Vinay P. Namboodiri arXiv_CV arXiv_CV Embedding Zero-Shot Classification PDF
2020-05-27 Unifying Few- and Zero-Shot Egocentric Action Recognition Tyler R. Scott, Michael Shvartsman, Karl Ridgeway arXiv_CV arXiv_CV Recognition Zero-Shot Pose Action_Recognition Action Classification Few-Shot PDF
2020-05-26 ALBA : Reinforcement Learning for Video Object Segmentation Shreyank N Gowda, Panagiotis Eustratiadis, Timothy Hospedales, Laura Sevilla-Lara arXiv_CV arXiv_CV Segmentation Tracking Reinforcement_Learning Zero-Shot Pose Inference PDF
2020-05-26 English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too Jason Phang, Phu Mon Htut, Yada Pruksachatkun, Haokun Liu, Clara Vania, Katharina Kann, Iacer Calixto, Samuel R. Bowman arXiv_CL arXiv_CL Zero-Shot PDF
2020-05-26 Adversarial Contrastive Predictive Coding for Unsupervised Learning of Disentangled Representations Janek Ebbers, Michael Kuhlmann, Reinhold Haeb-Umbach arXiv_SD arXiv_SD Embedding Unsupervised Zero-Shot Adversarial Speech Pose CNN PDF
2020-05-25 Knowledge Graph Simple Question Answering for Unseen Domains Georgios Sidiropoulos, Nikos Voskarides, Evangelos Kanoulas arXiv_CL arXiv_CL Zero-Shot Knowledge Knowledge_Graph Pose Relation QA PDF
2020-05-25 What am I Searching for: Zero-shot Target Identity Inference in Visual Search Mengmi Zhang, Gabriel Kreiman arXiv_AI arXiv_AI Zero-Shot Action CNN Inference PDF
2020-05-25 Rethinking of Pedestrian Attribute Recognition: Realistic Datasets with Efficient Method Jian Jia, Houjing Huang, Wenjie Yang, Xiaotang Chen, Kaiqi Huang arXiv_CV arXiv_CV Recognition Zero-Shot Pose PDF
2020-05-19 Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text Felix Hill, Sona Mokra, Nathaniel Wong, Tim Harley arXiv_CL arXiv_CL Reinforcement_Learning 3D Bert Zero-Shot Represenation_Learning Pose Face Language_Model PDF
2020-05-18 Defending Your Voice: Adversarial Attack on Voice Conversion Chien-yu Huang, Yist Y. Lin, Hung-yi Lee, Lin-shan Lee arXiv_SD arXiv_SD Zero-Shot Adversarial PDF
2020-05-17 Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation Boris Knyazev, Harm de Vries, Cătălina Cangea, Graham W. Taylor, Aaron Courville, Eugene Belilovsky arXiv_AI arXiv_AI Enhancement Zero-Shot Sparse Face Relation Few-Shot QA PDF
2020-05-16 That Sounds Familiar: an Analysis of Phonetic Representations Transfer Across Languages Piotr Żelasko, Laureano Moro-Velázquez, Mark Hasegawa-Johnson, Odette Scharenborg, Najim Dehak arXiv_CL arXiv_CL Recognition Zero-Shot Speech Speech_Recognition PDF
2020-05-15 ConVoice: Real-Time Zero-Shot Voice Style Transfer with Convolutional Network Yurii Rebryk, Stanislav Beliaev arXiv_SD arXiv_SD Embedding Style_Transfer Recognition Zero-Shot Speech Pose Speech_Recognition CNN PDF
2020-05-14 ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Action Relation Relation_Extraction PDF
2020-05-13 A Biologically Inspired Feature Enhancement Framework for Zero-Shot Learning Zhongwu Xie, Weipeng Cao, Xizhao Wang, Zhong Ming, Jingjing Zhang, Jiyong Zhang arXiv_CV arXiv_CV Enhancement Zero-Shot Knowledge Pose PDF
2020-05-11 Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Chen, Sneha Kudugunta, Naveen Arivazhagan, Yonghui Wu arXiv_CL arXiv_CL Zero-Shot NMT PDF
2020-05-10 How Context Affects Language Models' Factual Predictions Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel arXiv_CL arXiv_CL Unsupervised Bert Zero-Shot Knowledge Language_Model Prediction PDF
2020-05-09 Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi, John Hewitt, Christopher D. Manning arXiv_CL arXiv_CL Transformer Unsupervised Bert Zero-Shot Relation Language_Model PDF
2020-05-09 Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning Omkar Gune, Mainak Pal, Preeti Mukherjee, Biplab Banerjee, Subhasis Chaudhuri arXiv_CV arXiv_CV Embedding Transfer_Learning Zero-Shot Knowledge Pose PDF
2020-05-08 Transforming task representations to allow deep learning models to perform novel tasks Andrew K. Lampinen, James L. McClelland arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Pose Classification Deep_Learning Relation Image_Classification PDF
2020-05-07 Cascade Attribute Network: Decomposing Reinforcement Learning Control Policies using Hierarchical Neural Networks Haonan Chang, Zhuo Xu, Masayoshi Tomizuka arXiv_RO arXiv_RO Reinforcement_Learning Zero-Shot Pose PDF
2020-05-04 On the Benefits of Models with Perceptually-Aligned Gradients Gunjan Aggarwal, Abhishek Sinha, Nupur Kumari, Mayank Singh arXiv_CV arXiv_CV Weakly_Supervised Zero-Shot Adversarial PDF
2020-05-03 On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao, Goran Glavaš, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger arXiv_CL arXiv_CL Unsupervised Bert Zero-Shot Adversarial Pose Relation Language_Model PDF
2020-05-02 Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam arXiv_CL arXiv_CL Tracking Transfer_Learning Bert Zero-Shot Pose Ontology PDF
2020-05-02 Design Challenges for Low-resource Cross-lingual Entity Linking Xingyu Fu, Weijia Shi, Zian Zhao, Xiaodong Yu, Dan Roth arXiv_CL arXiv_CL Zero-Shot Knowledge Pose PDF
2020-05-01 From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher, Vinit Ravishankar, Ivan Vulić, Goran Glavaš arXiv_CL arXiv_CL Transformer Embedding Bert Zero-Shot Few-Shot Language_Model QA PDF
2020-05-01 Robust Cross-lingual Embeddings from Parallel Sentences Ali Sabet, Prakhar Gupta, Jean-Baptiste Cordonnier, Robert West, Martin Jaggi arXiv_CL arXiv_CL Embedding Zero-Shot RNN Pose Classification Inference PDF
2020-05-01 Identifying Necessary Elements for BERT's Multilinguality Philipp Dufter, Hinrich Schütze arXiv_CL arXiv_CL Embedding Bert Zero-Shot Pose PDF
2020-05-01 XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Maria Ponti, Goran Glavaš, Olga Majewska, Qianchu Liu, Ivan Vulić, Anna Korhonen arXiv_CL arXiv_CL Zero-Shot Knowledge Pose PDF
2020-05-01 Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi Benjamin Muller, Benoit Sagot, Djamé Seddah arXiv_CL arXiv_CL Unsupervised Zero-Shot Speech Language_Model PDF
2020-05-01 Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering Pratyay Banerjee, Chitta Baral arXiv_AI arXiv_AI Zero-Shot Knowledge Knowledge_Graph Self-Supervised Pose QA PDF
2020-04-30 MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, Sebastian Ruder arXiv_CL arXiv_CL Recognition Bert Zero-Shot Pose Few-Shot PDF
2020-04-30 On the Evaluation of Contextual Embeddings for Zero-Shot Cross-Lingual Transfer Learning Phillip Keung, Yichao Lu, Julian Salazar, Vikas Bhardwaj arXiv_CL arXiv_CL Embedding Transfer_Learning Bert Zero-Shot Classification PDF
2020-04-30 A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion Jingcai Guo, Song Guo arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Pose PDF
2020-04-30 Generative Adversarial Data Programming Arghya Pal, Vineeth N Balasubramanian arXiv_CV arXiv_CV Transfer_Learning Zero-Shot Adversarial Self-Supervised PDF
2020-04-30 Pretraining on Non-linguistic Structure as a Tool for Analyzing Learning Bias in Language Models Isabel Papadimitriou, Dan Jurafsky arXiv_CL arXiv_CL Transfer_Learning Zero-Shot RNN Knowledge Pose Language_Model PDF
2020-04-30 Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing Brian Thompson, Matt Post arXiv_CL arXiv_CL Zero-Shot Pose NMT PDF
2020-04-30 Learning Spatiotemporal Features via Video and Text Pair Discrimination Tianhao Li, Limin Wang arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Self-Supervised Pose Action_Recognition Action Classification Relation Caption PDF
2020-04-29 Zero-shot Neural Retrieval via Domain-targeted Synthetic Query Generation Ji Ma, Ivan Korotkov, Yinfei Yang, Keith Hall, Ryan McDonald arXiv_CL arXiv_CL Weakly_Supervised Zero-Shot Pose PDF
2020-04-29 End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Weijia Xu, Batool Haider, Saab Mansour arXiv_CL arXiv_CL Recognition Bert Zero-Shot Pose Classification PDF
2020-04-29 UDapter: Language Adaptation for Truly Universal Dependency Parsing Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Pose PDF
2020-04-29 Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung arXiv_CL arXiv_CL Recognition Bert Zero-Shot Speech PDF
2020-04-29 Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei, Mahsa Shahidi arXiv_CV arXiv_CV Surveillance Zero-Shot Review Pose Deep_Learning Few-Shot Medical Autonomous PDF
2020-04-29 Zero-shot topic generation Oleg Vasilyev, Kathryn Evans, Anna Venancio-Marques, John Bohannon arXiv_CL arXiv_CL Zero-Shot PDF
2020-04-28 Extending Multilingual BERT to Low-Resource Languages Zihan Wang, Karthikeyan K, Stephen Mayhew, Dan Roth arXiv_CL arXiv_CL Transfer_Learning Recognition Bert Zero-Shot Pose PDF
2020-04-28 Event Extraction by Answering Natural Questions Xinya Du, Claire Cardie arXiv_CL arXiv_CL Recognition Zero-Shot Action QA PDF
2020-04-28 MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP M Saiful Bari, Muhammad Tasnim Mohiuddin, Shafiq Joty arXiv_CL arXiv_CL Unsupervised Transfer_Learning Recognition Zero-Shot Pose Inference PDF
2020-04-27 The Gutenberg Dialogue Dataset Richard Csaky, Gabor Recski arXiv_CL arXiv_CL Zero-Shot PDF
2020-04-24 Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation Biao Zhang, Philip Williams, Ivan Titov, Rico Sennrich arXiv_CL arXiv_CL Zero-Shot Pose NMT PDF
2020-04-23 Rapidly Bootstrapping a Question Answering Dataset for COVID-19 Raphael Tang, Rodrigo Nogueira, Edwin Zhang, Nikhil Gupta, Phuong Cam, Kyunghyun Cho, Jimmy Lin arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge QA PDF
2020-04-23 SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn arXiv_CV arXiv_CV Unsupervised Super_Resolution Zero-Shot Denoising PDF
2020-04-21 Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao arXiv_CL arXiv_CL Unsupervised Zero-Shot Knowledge Pose NMT PDF
2020-04-18 Time Adaptive Reinforcement Learning Chris Reinke arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Pose PDF
2020-04-16 Cross-lingual Contextualized Topic Models with Zero-shot Learning Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Sparse Review Prediction PDF
2020-04-15 F0-consistent many-to-many non-parallel voice conversion via conditional autoencoder Kaizhi Qian, Zeyu Jin, Mark Hasegawa-Johnson, Gautham J. Mysore arXiv_SD arXiv_SD Embedding Zero-Shot Adversarial Speech Pose Quantitative Contour GAN PDF
2020-04-14 Deep Learning Models for Multilingual Hate Speech Detection Sai Saket Aluru, Binny Mathew, Punyajoy Saha, Animesh Mukherjee arXiv_CL arXiv_CL Embedding Bert Zero-Shot Speech Pose Classification Deep_Learning Detection PDF
2020-04-13 Cross-lingual Zero- and Few-shot Hate Speech Detection Utilising Frozen Transformer Language Models and AXEL Lukas Stappen, Fabian Brunn, Björn Schuller arXiv_CL arXiv_CL Transformer Zero-Shot Speech Classification Detection Few-Shot Attention Language_Model PDF
2020-04-13 From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap Shuyang Gao, Sanchit Agarwal, Tagyoung Chung, Di Jin, Dilek Hakkani-Tur arXiv_AI arXiv_AI Tracking Zero-Shot Pose Few-Shot PDF
2020-04-11 LAReQA: Language-agnostic answer retrieval from a multilingual pool Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang arXiv_CL arXiv_CL Embedding Bert Zero-Shot QA PDF
2020-04-11 Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz, Peter West, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi arXiv_CL arXiv_CL Unsupervised Zero-Shot Knowledge Pose Language_Model PDF
2020-04-09 On the Language Neutrality of Pre-trained Multilingual Representations Jindřich Libovický, Rudolf Rosa, Alexander Fraser arXiv_CL arXiv_CL Embedding Unsupervised Transfer_Learning Bert Zero-Shot PDF
2020-04-09 Translation Artifacts in Cross-lingual Transfer Learning Mikel Artetxe, Gorka Labaka, Eneko Agirre arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Inference PDF
2020-04-08 Internal and external pressures on language emergence: least effort, object constancy and frequency Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni arXiv_AI arXiv_AI Zero-Shot Salient Pose PDF
2020-04-08 Structure-Level Knowledge Distillation For Multilingual Sequence Labeling Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu arXiv_AI arXiv_AI Zero-Shot Knowledge Pose PDF
2020-04-08 Multilingual Zero-shot Constituency Parsing Taeuk Kim, Sang-goo Lee arXiv_CL arXiv_CL Zero-Shot Language_Model PDF
2020-04-07 Machine Translation with Unsupervised Length-Constraints Jan Niehues arXiv_CL arXiv_CL Unsupervised Zero-Shot Pose Deep_Learning PDF
2020-04-07 Generative Adversarial Zero-shot Learning via Knowledge Graphs Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Adversarial Knowledge_Graph Classification GAN Image_Classification Prediction PDF
2020-04-07 Exemplar Auditing for Multi-Label Biomedical Text Classification Allen Schmaltz, Andrew Beam arXiv_CL arXiv_CL Zero-Shot Text_Classification Salient Pose Face Classification GAN Medical CNN Inference Prediction PDF
2020-04-07 Interview: A Large-Scale Open-Source Corpus of Media Dialog Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian McAuley arXiv_CL arXiv_CL Zero-Shot Speech Language_Model PDF
2020-04-06 Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics Xusen Yin, Jonathan May arXiv_CL arXiv_CL Reinforcement_Learning Zero-Shot Adversarial Action PDF
2020-04-03 Disassembling Object Representations without Labels Zunlei Feng, Xinchao Wang, Yongming He, Yike Yuan, Xin Gao, Mingli Song arXiv_CV arXiv_CV Unsupervised Zero-Shot Adversarial Pose Classification PDF
2020-04-02 MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing Tao Zhang, Congying Xia, Chun-Ta Lu, Philip Yu arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Classification Relation PDF
2020-04-02 Rotation, Translation, and Cropping for Zero-Shot Generalization Chang Ye, Ahmed Khalifa, Philip Bontrager, Julian Togelius arXiv_CV arXiv_CV Reinforcement_Learning Zero-Shot PDF
2020-04-02 BUDA: Boundless Unsupervised Domain Adaptation in Semantic Segmentation Maxime Bucher, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Zero-Shot Pose Prediction PDF
2020-04-02 ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis Eu Wern Teh, Terrance DeVries, Graham W. Taylor arXiv_CV arXiv_CV Enhancement Zero-Shot Pose PDF
2020-04-01 Generalized Zero-Shot Learning Via Over-Complete Distribution Rohit Keshari, Richa Singh, Mayank Vatsa arXiv_CV arXiv_CV Zero-Shot Pose PDF
2020-04-01 Symmetry and Group in Attribute-Object Compositions Yong-Lu Li, Yue Xu, Xiaohan Mao, Cewu Lu arXiv_CV arXiv_CV Recognition Zero-Shot Pose PDF
2020-03-31 Learning Cross-domain Semantic-Visual Relation for Transductive Zero-Shot Learning Jianyang Zhang, Fengmao Lv, Guowu Yang, Lei Feng, Yufeng Yu, Lixin Duan arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Pose Relation Visual_Relation PDF
2020-03-30 Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning Shaobo Min, Hantao Yao, Hongtao Xie, Chaoqun Wang, Zheng-Jun Zha, Yongdong Zhang arXiv_CV arXiv_CV Segmentation Recognition Zero-Shot Knowledge Pose Classification Detection PDF
2020-03-26 CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context Wenyu Zhang, Skyler Seto, Devesh K. Jha arXiv_RO arXiv_RO Embedding Zero-Shot Regularization Pose Action PDF
2020-03-22 Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval Xinxun Xu, Cheng Deng, Muli Yang, Hao Wang arXiv_CV arXiv_CV Reconstruction Zero-Shot Sketch Image_Retrieval Knowledge Pose Matching PDF
2020-03-22 Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding Su Zhu, Zijian Zhao, Rao Ma, Kai Yu arXiv_AI arXiv_AI Embedding Zero-Shot Knowledge Pose Deep_Learning Relation PDF
2020-03-19 Across Scales & Across Dimensions: Temporal Super-Resolution using Deep Internal Learning Liad Pollak Zuckerman, Shai Bagon, Eyal Naor, George Pisha, Michal Irani arXiv_CV arXiv_CV Super_Resolution Zero-Shot Pose PDF
2020-03-18 X-Stance: A Multilingual Multi-Target Dataset for Stance Detection Jannis Vamvas, Rico Sennrich arXiv_CL arXiv_CL Bert Zero-Shot Detection PDF
2020-03-17 Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao arXiv_CV arXiv_CV Embedding Zero-Shot Adversarial Pose Action Classification GAN PDF
2020-03-16 Any-Shot Object Detection Shafin Rahman, Salman Khan, Nick Barnes, Fahad Shahbaz Khan arXiv_CV arXiv_CV Zero-Shot Knowledge Pose Detection Few-Shot Object_Detection Inference PDF
2020-03-14 Synonymous Generalization in Sequence-to-Sequence Recurrent Networks Ning Shi arXiv_AI arXiv_AI Zero-Shot RNN Pose PDF
2020-03-12 ZSTAD: Zero-Shot Temporal Activity Detection Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander Hauptmann arXiv_CV arXiv_CV Surveillance Embedding 3D Zero-Shot Pose Deep_Learning Detection Activity PDF
2020-03-10 Learning Video Object Segmentation from Unlabeled Videos Xiankai Lu, Wenguan Wang, Jianbing Shen, Yu-Wing Tai, David Crandall, Steven C. H. Hoi arXiv_CV arXiv_CV Segmentation Unsupervised Weakly_Supervised Zero-Shot Represenation_Learning Pose PDF
2020-03-09 Motion-Attentive Transition for Zero-Shot Video Object Segmentation Tianfei Zhou, Shunzhou Wang, Yi Zhou, Yazhou Yao, Jianwu Li, Ling Shao arXiv_AI arXiv_AI Segmentation Zero-Shot Pose Action Attention CNN PDF
2020-03-08 Unifying Specialist Image Embedding into Universal Image Embedding Yang Feng, Futang Peng, Xu Zhang, Wei Zhu, Shanfeng Zhang, Howard Zhou, Zhen Li, Tom Duerig, Shih-Fu Chang, Jiebo Luo arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Pose Face PDF
2020-03-06 'Other-Play' for Zero-Shot Coordination Hengyuan Hu, Adam Lerer, Alex Peysakhovich, Jakob Foerster arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot PDF
2020-03-05 What the MASK? Making Sense of Language-Specific BERT Models Debora Nozza, Federico Bianchi, Dirk Hovy arXiv_CL arXiv_CL Transformer Bert Zero-Shot Pose Inference Language_Model PDF
2020-03-05 Zero-Shot Cross-Lingual Transfer with Meta Learning Farhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, Isabelle Augenstein arXiv_CL arXiv_CL Zero-Shot Knowledge Relation Few-Shot Inference Language_Model QA PDF
2020-03-04 Learning Fast Adaptation on Cross-Accented Speech Recognition Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung arXiv_SD arXiv_SD Recognition Zero-Shot Speech Pose Few-Shot Speech_Recognition PDF
2020-03-03 Hierarchically Decoupled Imitation for Morphological Transfer Donald J. Hejna III, Pieter Abbeel, Lerrel Pinto arXiv_AI arXiv_AI Transfer_Learning Zero-Shot Pose PDF
2020-03-03 Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications Biagio Brattoli, Joe Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka arXiv_CV arXiv_CV 3D Zero-Shot Pose Classification Deep_Learning Video_Classification PDF
2020-03-02 Addressing target shift in zero-shot learning using grouped adversarial learning Saneem Ahmed Chemmengath, Samarth Bharadwaj, Soumava Paul, Suranjana Samanta, Karthik Sankaranarayanan arXiv_CV arXiv_CV Unsupervised Zero-Shot Adversarial Pose Relation Prediction PDF
2020-02-27 Hallucinative Topological Memory for Zero-Shot Visual Planning Kara Liu, Thanard Kurutach, Christine Tung, Pieter Abbeel, Aviv Tamar arXiv_AI arXiv_AI Zero-Shot Self-Supervised Pose Action PDF
2020-02-27 Meta-Transfer Learning for Zero-Shot Super-Resolution Jae Woong Soh, Sunwoo Cho, Nam Ik Cho arXiv_CV arXiv_CV Transfer_Learning Super_Resolution Zero-Shot Pose CNN Inference PDF
2020-02-26 Policy Evaluation Networks Jean Harb, Tom Schaul, Doina Precup, Pierre-Luc Bacon arXiv_AI arXiv_AI Embedding Reinforcement_Learning Zero-Shot PDF
2020-02-26 Towards Zero-shot Learning for Automatic Phonemic Transcription Xinjian Li, Siddharth Dalmia, David R. Mortensen, Juncheng Li, Alan W Black, Florian Metze arXiv_CL arXiv_CL Zero-Shot Pose Action PDF
2020-02-26 Do We Need Word Order Information for Cross-lingual Sequence Labeling Zihan Liu, Pascale Fung arXiv_CL arXiv_CL Recognition Zero-Shot Speech Attention Prediction PDF
2020-02-25 BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations Thomas Scialom, Patrick Bordes, Paul-Alexis Dray, Jacopo Staiano, Patrick Gallinari arXiv_CV arXiv_CV Bert Zero-Shot Pose Action VQA Text_Generation Language_Model PDF
2020-02-23 Parasitic Neural Network for Zero-Shot Relation Extraction Shengbin Jia, Shijia E, Yang Xiang arXiv_AI arXiv_AI Zero-Shot Pose Action Relation Relation_Extraction PDF
2020-02-21 Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration Cédric Colas, Tristan Karch, Nicolas Lair, Jean-Michel Dussoux, Clément Moulin-Frier, Peter Ford Dominey, Pierre-Yves Oudeyer arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Pose Action Attention Autonomous Language_Model PDF
2020-02-21 Learning Dynamic Knowledge Graphs to Generalize on Text-Based Games Ashutosh Adhikari, Xingdi Yuan, Marc-Alexandre Côté, Mikuláš Zelinka, Marc-Antoine Rondeau, Romain Laroche, Pascal Poupart, Jian Tang, Adam Trischler, William L. Hamilton arXiv_CL arXiv_CL Transformer Zero-Shot Knowledge Knowledge_Graph PDF
2020-02-19 CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, Ming Zhou arXiv_CL arXiv_CL Transformer Bert Zero-Shot Knowledge Pose Detection PDF
2020-02-18 From English To Foreign Languages: Transferring Pre-trained Language Models Ke Tran arXiv_CL arXiv_CL Bert Zero-Shot Inference Language_Model PDF
2020-02-16 CRL: Class Representative Learning for Image Classification Mayanka Chandrashekar, Yugyung Lee arXiv_CV arXiv_CV Transfer_Learning Recognition Zero-Shot Pose Classification Deep_Learning CNN Image_Classification PDF
2020-02-14 DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data Wei Yin, Xinlong Wang, Chunhua Shen, Yifan Liu, Zhi Tian, Songcen Xu, Changming Sun, Dou Renyin arXiv_CV arXiv_CV Point_Cloud 3D Zero-Shot Pose Prediction PDF
2020-02-12 Multilingual Alignment of Contextual Word Representations Steven Cao, Nikita Kitaev, Dan Klein arXiv_CL arXiv_CL Embedding Bert Zero-Shot Speech Pose Matching PDF
2020-02-12 A Zero-Shot based Fingerprint Presentation Attack Detection System Haozhe Liu, Wentian Zhang, Guojie Liu, Feng Liu arXiv_AI arXiv_AI Reconstruction Recognition Zero-Shot Pose Detection PDF
2020-02-11 On Parameter Tuning in Meta-learning for Computer Vision Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia arXiv_CV arXiv_CV Recognition Zero-Shot Classification Image_Classification PDF
2020-02-10 From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition Fuzhen Li, Zhenfeng Zhu, Xingxing Zhang, Jian Cheng, Yao Zhao arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Regularization Pose Action Classification Relation CNN PDF
2020-02-07 MA-DST: Multi-Attention Based Scalable Dialog State Tracking Adarsh Kumar, Peter Ku, Anuj Kumar Goyal, Angeliki Metallinou, Dilek Hakkani-Tur arXiv_AI arXiv_AI Tracking Zero-Shot Pose Face Relation Attention PDF
2020-02-05 Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker Pavel Gulyaev, Eugenia Elistratova, Vasily Konovalov, Yuri Kuratov, Leonid Pugachev, Mikhail Burtsev arXiv_CL arXiv_CL Tracking Bert Zero-Shot Pose GAN PDF
2019-12-25 A Study of Multilingual Neural Machine Translation Xu Tan, Yichong Leng, Jiale Chen, Yi Ren, Tao Qin, Tie-Yan Liu arXiv_CL arXiv_CL Zero-Shot NMT PDF
2019-12-16 Transductive Zero-Shot Learning for 3D Point Cloud Classification Ali Cheraghian, Shafin Rahman, Dylan Campbell, Lars Petersson arXiv_CV arXiv_CV Point_Cloud 3D Zero-Shot Classification Attention Image_Classification PDF
2019-12-11 Zero-shot generalization using cascaded system-representations Ashish Malik arXiv_RO arXiv_RO Zero-Shot Pose PDF
2019-12-09 DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting Indra Deep Mastan, Shanmuganathan Raman arXiv_CV arXiv_CV Unsupervised Super_Resolution Restoration Zero-Shot Pose PDF
2019-12-09 Bi-Semantic Reconstructing Generative Network for Zero-shot Learning Xu Shibing, Gao Zishu arXiv_CV arXiv_CV Recognition Zero-Shot Adversarial Pose Classification Relation GAN PDF
2019-12-09 Meta-Learning without Memorization Mingzhang Yin, George Tucker, Mingyuan Zhou, Sergey Levine, Chelsea Finn arXiv_AI arXiv_AI Zero-Shot Regularization Classification Deep_Learning Few-Shot Image_Classification PDF
2019-12-08 Zero-shot Recognition of Complex Action Sequences Jonathan D. Jones, Tae Soo Kim, Michael Peven, Jin Bai, Zihao Xiao, Yi Zhang, Weichao Qiu, Alan Yuille, Gregory D. Hager arXiv_CV arXiv_CV Surveillance Segmentation Recognition Zero-Shot Knowledge Action Classification Detection Object_Detection Activity Video_Classification PDF
2019-12-05 Zero-Shot Generation of Human-Object Interaction Videos Megha Nawhal, Mengyao Zhai, Andreas Lehrmann, Leonid Sigal arXiv_AI arXiv_AI Zero-Shot Adversarial Pose Action Quantitative GAN Activity PDF
2019-12-03 Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine Translation Baijun Ji, Zhirui Zhang, Xiangyu Duan, Min Zhang, Boxing Chen, Weihua Luo arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Pose NMT PDF
2019-12-03 Learning to Super Resolve Intensity Images from Events S. Mohammad Mostafavi I., Jonghyun Choi, Kuk-Jin Yoon arXiv_CV arXiv_CV Reconstruction Super_Resolution Zero-Shot Pose PDF
2019-12-02 TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in Supervised NLP Nils Rethmeier, Vageesh Kumar Saxena, Isabelle Augenstein arXiv_CL arXiv_CL Unsupervised Zero-Shot Knowledge Action PDF
2019-11-29 Bi-Directional Domain Translation for Zero-Shot Sketch-Based Image Retrieval Jiangtong Li, Zhixin Ling, Li Niu, Liqing Zhang arXiv_CV arXiv_CV Zero-Shot Sketch Image_Retrieval Pose PDF
2019-11-27 Zero-shot Chinese Discourse Dependency Parsing via Cross-lingual Mapping Yi Cheng, Sujian Li arXiv_CL arXiv_CL Zero-Shot PDF
2019-11-21 Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung arXiv_CL arXiv_CL Embedding Tracking Zero-Shot Pose Detection Attention PDF
2019-11-20 Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning Junjie Wang, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenjie Zhang, Hongyuan Zha arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Pose Relation PDF
2019-11-20 Zero-Shot Semantic Parsing for Instructions Ofer Givoli, Roi Reichart arXiv_CL arXiv_CL Zero-Shot PDF
2019-11-19 Towards Lingua Franca Named Entity Recognition with BERT Taesun Moon, Parul Aswathy, Jian Ni, Radu Florian arXiv_CL arXiv_CL Recognition Bert Zero-Shot Regularization Action Relation Prediction PDF
2019-11-18 Dont Even Look Once: Synthesizing Features for Zero-Shot Detection Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama arXiv_CV arXiv_CV Zero-Shot Pose Detection Object_Detection PDF
2019-11-18 Zero-Shot Semantic Segmentation Maxime Bucher, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Zero-Shot Pose Face Classification PDF
2019-11-17 Transductive Zero-Shot Hashing for Multi-Label Image Retrieval Qin Zou, Zheng Zhang, Ling Cao, Long Chen, Song Wang arXiv_CV arXiv_CV Quantization Zero-Shot Image_Retrieval Pose PDF
2019-11-15 CNN-based Dual-Chain Models for Knowledge Graph Learning Bo Peng, Renqiang Min, Xia Ning arXiv_CL arXiv_CL Embedding Zero-Shot Knowledge Knowledge_Graph Pose Action Relation Medical CNN PDF
2019-11-11 Disentangle, align and fuse for multimodal and zero-shot image segmentation Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Scott Semple, David Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris arXiv_CV arXiv_CV Transformer Reconstruction Segmentation Zero-Shot GAN PDF
2019-11-11 Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung arXiv_CL arXiv_CL Zero-Shot Pose Detection PDF
2019-11-10 Zero-Shot Fine-Grained Style Transfer: Leveraging Distributed Continuous Style Representations to Transfer To Unseen Styles Eric Michael Smith, Diana Gonzalez-Rico, Emily Dinan, Y-Lan Boureau arXiv_CL arXiv_CL Style_Transfer Zero-Shot Review Sentiment PDF
2019-11-10 Can Monolingual Pretrained Models Help Cross-Lingual Classification? Zewen Chi, Li Dong, Furu Wei, Xian-Ling Mao, Heyan Huang arXiv_CL arXiv_CL Bert Zero-Shot Knowledge Classification Language_Model PDF
2019-11-10 Dynamic Knowledge Graph Construction for Zero-shot Commonsense Question Answering Antoine Bosselut, Yejin Choi arXiv_CL arXiv_CL Zero-Shot Knowledge Knowledge_Graph Inference Language_Model QA PDF
2019-11-10 Translationese as a Language in 'Multilingual' NMT Parker Riley, Isaac Caswell, Markus Freitag, David Grangier arXiv_CL arXiv_CL Zero-Shot Pose NMT PDF
2019-11-10 Zero-shot Entity Linking with Dense Entity Retrieval Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer arXiv_CL arXiv_CL Bert Zero-Shot PDF
2019-11-09 Zero-Shot Paraphrase Generation with Multilingual Language Models Yinpeng Guo, Yi Liao, Xin Jiang, Qing Zhang, Yibo Zhang, Qun Liu arXiv_CL arXiv_CL Transformer Zero-Shot Pose Denoising Attention Language_Model PDF
2019-11-08 How Language-Neutral is Multilingual BERT? Jindřich Libovický, Rudolf Rosa, Alexander Fraser arXiv_CL arXiv_CL Transfer_Learning Bert Zero-Shot PDF
2019-11-08 Cross-Lingual Relevance Transfer for Document Retrieval Peng Shi, Jimmy Lin arXiv_CL arXiv_CL Bert Zero-Shot PDF
2019-11-06 Open Domain Web Keyphrase Extraction Beyond Language Modeling Lee Xiong, Chuan Hu, Chenyan Xiong, Daniel Campos, Arnold Overwijk arXiv_CL arXiv_CL Image_Caption Zero-Shot Action Language_Model PDF
2019-10-30 Adapting Multilingual Neural Machine Translation to Unseen Languages Surafel M. Lakew, Alina Karakanta, Marcello Federico, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL Segmentation Zero-Shot NMT PDF
2019-10-27 Transferring neural speech waveform synthesizers to musical instrument sounds generation Yi Zhao, Xin Wang, Lauri Juvela, Junichi Yamagishi arXiv_SD arXiv_SD Zero-Shot Knowledge Speech PDF
2019-10-25 On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe, Sebastian Ruder, Dani Yogatama arXiv_AI arXiv_AI Transformer Embedding Unsupervised Bert Zero-Shot Action Classification Language_Model PDF
2019-10-24 Cross-Lingual Vision-Language Navigation An Yan, Xin Wang, Jiangtao Feng, Lei Li, William Yang Wang arXiv_CV arXiv_CV Zero-Shot Adversarial Pose PDF
2019-10-24 ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu arXiv_CV arXiv_CV Image_Caption Recognition Zero-Shot Optimization Adversarial Pose Relation Attention Caption Prediction PDF
2019-10-24 Hierarchical Prototype Learning for Zero-Shot Recognition Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu arXiv_CV arXiv_CV Image_Caption Recognition Zero-Shot Knowledge Pose Attention Caption PDF
2019-10-24 Convolutional Prototype Learning for Zero-Shot Recognition Zhizhe Liu, Xingxing Zhang, Zhenfeng Zhu, Shuai Zheng, Yao Zhao, Jian Cheng arXiv_CV arXiv_CV Image_Caption Recognition Zero-Shot Knowledge Pose Attention Caption CNN PDF
2019-10-23 Learning Deep Parameterized Skills from Demonstration for Re-targetable Visuomotor Control Jonathan Chang, Nishanth Kumar, Sean Hastings, Aaron Gokaslan, Diego Romeres, Devesh Jha, Daniel Nikovski, George Konidaris, Stefanie Tellex arXiv_RO arXiv_RO Zero-Shot PDF
2019-10-20 An Optimal Transport Framework for Zero-Shot Learning Wenlin Wang, Hongteng Xu, Guoyin Wang, Wenqi Wang, Lawrence Carin arXiv_CV arXiv_CV Zero-Shot PDF
2019-10-17 Scoring-Aggregating-Planning: Learning task-agnostic priors from interactions and sparse rewards for zero-shot generalization Huazhe Xu, Boyuan Chen, Yang Gao, Trevor Darrell arXiv_AI arXiv_AI Zero-Shot Sparse Pose Action PDF
2019-10-17 Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control Lukas Hermann, Max Argus, Andreas Eitel, Artemij Amiranashvili, Wolfram Burgard, Thomas Brox arXiv_CV arXiv_CV Reinforcement_Learning Zero-Shot Sparse Pose PDF
2019-10-12 Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations Ke Tran, Arianna Bisazza arXiv_CL arXiv_CL Unsupervised Bert Zero-Shot PDF
2019-10-10 Multilingual Question Answering from Formatted Text applied to Conversational Agents Wissam Siblini, Charlotte Pasqual, Axel Lavielle, Cyril Cauchois arXiv_CL arXiv_CL Bert Zero-Shot Knowledge Language_Model QA PDF
2019-10-10 Language Transfer for Early Warning of Epidemics from Social Media Mattias Appelgren, Patrick Schrempf, Matúš Falis, Satoshi Ikeda, Alison Q O'Neil arXiv_AI arXiv_AI Zero-Shot Detection Medical PDF
2019-10-08 AutoML using Metadata Language Embeddings Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell arXiv_CL arXiv_CL Embedding Zero-Shot Recommendation PDF
2019-10-04 Developmentally motivated emergence of compositional communication via template transfer Tomasz Korbak, Julian Zubek, Łukasz Kuciński, Piotr Miłoś, Joanna Rączaszek-Leonardi arXiv_AI arXiv_AI Zero-Shot Pose PDF
2019-10-04 Zero Shot Learning on Simulated Robots Robert Kwiatkowski, Hod Lipson arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Action PDF
2019-10-02 SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders Peter J. Liu, Yu-An Chung, Jie Ren arXiv_CL arXiv_CL Zero-Shot Pose Denoising Summarization PDF
2019-10-01 DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee arXiv_AI arXiv_AI Zero-Shot Knowledge Knowledge_Graph Pose PDF
2019-10-01 Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation Ivan Donadello, Luciano Serafini arXiv_AI arXiv_AI Zero-Shot Knowledge Detection Relation Visual_Relation PDF
2019-10-01 Latent-Variable Generative Models for Data-Efficient Text Classification Xiaoan Ding, Kevin Gimpel arXiv_CL arXiv_CL Zero-Shot Text_Classification Optimization Adversarial Classification Language_Model PDF
2019-09-30 Cross Domain Imitation Learning Kun Ho Kim, Yihong Gu, Jiaming Song, Shengjia Zhao, Stefano Ermon arXiv_AI arXiv_AI Unsupervised Zero-Shot Adversarial Pose Action PDF
2019-09-28 Generalized Zero-shot ICD Coding Congzheng Song, Shanghang Zhang, Najmeh Sadoughi, Pengtao Xie, Eric Xing arXiv_CL arXiv_CL Zero-Shot Text_Classification Knowledge Adversarial Pose Classification Few-Shot Prediction PDF
2019-09-27 Zero-shot Imitation Learning from Demonstrations for Legged Robot Visual Navigation Xinlei Pan, Tingnan Zhang, Brian Ichter, Aleksandra Faust, Jie Tan, Sehoon Ha arXiv_AI arXiv_AI Zero-Shot Pose Face Action PDF
2019-09-24 Graph Policy Gradients for Large Scale Unlabeled Motion Planning with Constraints Arbaaz Khan, Vijay Kumar, Alejandro Ribeiro arXiv_RO arXiv_RO Zero-Shot Pose CNN PDF
2019-09-23 Cross-Lingual Natural Language Generation via Pre-Training Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang arXiv_CL arXiv_CL Zero-Shot Pose Summarization PDF
2019-09-21 CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yang Yang arXiv_CV arXiv_CV Zero-Shot Adversarial Pose PDF
2019-09-20 Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Pose NMT Relation PDF
2019-09-20 Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos Will Price, Dima Damen arXiv_CV arXiv_CV Recognition Zero-Shot Gesture Pose Action PDF
2019-09-20 CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse Hao Chen, Youfu Li arXiv_CV arXiv_CV Zero-Shot Represenation_Learning Salient Pose Action Detection Object_Detection PDF
2019-09-17 Alleviating Feature Confusion for Generative Zero-shot Learning Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang arXiv_CV arXiv_CV Zero-Shot Adversarial Pose GAN PDF
2019-09-16 Multilingual Neural Machine Translation for Zero-Resource Languages Surafel M. Lakew, Marcello Federico, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL Transformer Zero-Shot RNN Pose NMT PDF
2019-09-15 Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing Yuxuan Wang, Wanxiang Che, Jiang Guo, Yijia Liu, Ting Liu arXiv_CL arXiv_CL Embedding Bert Zero-Shot Pose Language_Model PDF
2019-09-15 Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model Tsung-yuan Hsu, Chi-liang Liu, Hung-yi Lee arXiv_CL arXiv_CL Transfer_Learning Zero-Shot PDF
2019-09-13 Zero-Shot Action Recognition in Videos: A Survey Valter Luís Estevam Junior, Helio Pedrini, David Menotti arXiv_CV arXiv_CV Recognition Video_Caption Zero-Shot Pose Survey Action_Recognition Action Attention PDF
2019-09-13 Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective Kai Li, Martin Renqiang Min, Yun Fu arXiv_CV arXiv_CV Zero-Shot Pose Classification PDF
2019-09-12 Analyzing machine-learned representations: A natural language case study Ishita Dasgupta, Demi Guo, Samuel J. Gershman, Noah D. Goodman arXiv_CL arXiv_CL Zero-Shot PDF
2019-09-12 Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan arXiv_CL arXiv_CL Tracking Zero-Shot Pose Ontology Face Prediction PDF
2019-09-10 Semantic Similarity Based Softmax Classifier for Zero-Shot Learning Shabnam Daghaghi, Tharun Medini, Anshumali Shrivastava arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Pose Classification Deep_Learning PDF
2019-09-10 MultiFiT: Efficient Multi-lingual Language Model Fine-tuning Julian Eisenschlos, Sebastian Ruder, Piotr Czapla, Marcin Kardas, Sylvain Gugger, Jeremy Howard arXiv_CL arXiv_CL Zero-Shot Pose Classification Language_Model PDF
2019-09-10 A Meta-Learning Framework for Generalized Zero-Shot Learning Vinay Kumar Verma, Dhanajit Brahma, Piyush Rai arXiv_CV arXiv_CV Zero-Shot Pose Attention GAN PDF
2019-09-08 Meta-Transfer Networks for Zero-Shot Learning Yunlong Yu, Zhongfei Zhang, Jungong Han arXiv_CV arXiv_CV Zero-Shot Pose Action Classification Prediction PDF
2019-09-05 Informative and Controllable Opinion Summarization Reinald Kim Amplayo, Mirella Lapata arXiv_CL arXiv_CL Zero-Shot Salient Pose GAN Summarization PDF
2019-09-01 Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman arXiv_CL arXiv_CL Transfer_Learning Bert Zero-Shot Pose NMT Classification PDF
2019-08-31 Out-of-Domain Detection for Low-Resource Text Classification Tasks Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu arXiv_CL arXiv_CL Zero-Shot Text_Classification Pose Classification Detection Few-Shot PDF
2019-08-31 Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin, Jamaal Hay, Dan Roth arXiv_CL arXiv_CL Zero-Shot Text_Classification Emotion Classification Attention Medical PDF
2019-08-29 Global Reasoning over Database Structures for Text-to-SQL Parsing Ben Bogin, Matt Gardner, Jonathan Berant arXiv_CL arXiv_CL Zero-Shot Pose PDF
2019-08-29 Zero-shot Text-to-SQL Learning with Auxiliary Task Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou arXiv_AI arXiv_AI Zero-Shot Regularization Attention PDF
2019-08-27 A survey of cross-lingual features for zero-shot cross-lingual semantic parsing Jingfeng Yang, Federico Fancellu, Bonnie Webber arXiv_CL arXiv_CL Embedding Zero-Shot Survey PDF
2019-08-25 Multilingual Neural Machine Translation with Language Clustering Xu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, Tie-Yan Liu arXiv_CL arXiv_CL Embedding Zero-Shot Knowledge NMT Relation PDF
2019-08-20 Zero-Shot Grounding of Objects from Natural Language Queries Arka Sadhu, Kan Chen, Ram Nevatia arXiv_CV arXiv_CV Zero-Shot Sparse Pose Classification Detection Relation Object_Detection PDF
2019-08-19 Cross-modal Zero-shot Hashing Xuanwu Liu, Zhao Li, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang arXiv_CV arXiv_CV Embedding Zero-Shot Optimization Knowledge Pose PDF
2019-08-17 Zero Shot Learning for Multi-Modal Real Time Image Registration Avinash Kori, Ganapathi Krishnamurthi arXiv_CV arXiv_CV Unsupervised Bert Zero-Shot Pose Medical PDF
2019-08-16 Zero-Shot Crowd Behavior Recognition Xun Xu, Shaogang Gong, Timothy Hospedales arXiv_CV arXiv_CV Surveillance Recognition Zero-Shot Knowledge Detection Prediction PDF
2019-08-16 Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen arXiv_CV arXiv_CV Zero-Shot Knowledge Pose PDF
2019-08-16 Mixed High-Order Attention Network for Person Re-Identification Binghui Chen, Weihong Deng, Jiani Hu arXiv_CV arXiv_CV Person_Re-identification Zero-Shot Knowledge Pose Attention Re-identification PDF
2019-08-14 X-WikiRE: A Large, Multilingual Resource for Relation Extraction asMachine Comprehension Mostafa Abdou, Cezar Sas, Rahul Aralikatte, Isabelle Augenstein, Anders Søgaard arXiv_CL arXiv_CL Zero-Shot Knowledge Action Relation Relation_Extraction PDF
2019-08-14 Generalised Zero-Shot Learning with Domain Classification in a Joint Semantic and Visual Space Rafael Felix, Ben Harwood, Michele Sasdelli, Gustavo Carneiro arXiv_CV arXiv_CV Zero-Shot Pose Classification Inference PDF
2019-08-13 Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real Ofir Nachum, Michael Ahn, Hugo Ponte, Shixiang Gu, Vikash Kumar arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Action PDF
2019-08-12 Domain-Specific Embedding Network for Zero-Shot Recognition Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang arXiv_CV arXiv_CV Reconstruction Embedding Recognition Zero-Shot Pose Relation PDF
2019-08-12 Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Chuanxing Geng, Lue Tao, Songcan Chen arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Pose CNN PDF
2019-08-09 Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen arXiv_CV arXiv_CV Embedding Zero-Shot Speech Pose Action Caption Video_Retrieval PDF
2019-08-09 Zero-shot Feature Selection via Exploiting Semantic Knowledge Zheng Wang (1), Xiaojun Ye (2), Qiao Wang (2) ((1) Department of Computer Science, University of Science and Technology Beijing (2) School of Software, Tsinghua University) arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Pose PDF
2019-08-09 Recognizing Part Attributes with Insufficient Data Xiangyun Zhao, Yi Yang, Feng Zhou, Xiao Tan, Yuchen Yuan, Yingze Bao, Ying Wu arXiv_CV arXiv_CV Recognition Zero-Shot Pose PDF
2019-08-07 Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein arXiv_CV arXiv_CV Image_Caption Embedding Zero-Shot Regularization PDF
2019-08-06 Neural Blind Deconvolution Using Deep Priors Dongwei Ren, Kai Zhang, Qilong Wang, Qinghua Hu, Wangmeng Zuo arXiv_CV arXiv_CV Zero-Shot Optimization Self-Supervised Pose Quantitative PDF
2019-08-06 Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces Rafael Felix, Ben Harwood, Michele Sasdelli, Gustavo Carneiro arXiv_CV arXiv_CV Embedding Zero-Shot Pose Classification PDF
2019-08-05 Zero-Shot Deep Hashing and Neural Network Based Error Correction for Face Template Protection Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi arXiv_CV arXiv_CV Zero-Shot Pose Face Matching PDF
2019-08-05 Beyond English-only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian Momchil Hardalov, Ivan Koychev, Preslav Nakov arXiv_CL arXiv_CL Bert Zero-Shot Knowledge Pose QA Matching PDF
2019-08-04 Action Recognition in Untrimmed Videos with Composite Self-Attention Two-Stream Framework Dong Cao, Lisha Xu, HaiBo Chen arXiv_CV arXiv_CV Recognition Zero-Shot Pose Action_Recognition Action Deep_Learning Relation Attention PDF
2019-07-31 Image Captioning with Unseen Objects Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis arXiv_CV arXiv_CV Image_Caption Recognition Zero-Shot Pose Detection Object_Detection Caption PDF
2019-07-30 Zero-shot transfer for implicit discourse relation classification Murathan Kurfalı, Robert Östling arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Classification Relation PDF
2019-07-27 Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen, Weihong Deng arXiv_CV arXiv_CV Embedding Zero-Shot Image_Retrieval Pose Attention PDF
2019-07-26 Improving Generalization via Attribute Selection on Out-of-the-box Data Xiaofeng Xu, Ivor W. Tsang, Chuancai Liu arXiv_CV arXiv_CV Zero-Shot PDF
2019-07-26 Toward Grammatical Error Detection from Sentence Labels: Zero-shot Sequence Labeling with CNNs and Contextualized Embeddings Allen Schmaltz arXiv_CL arXiv_CL Embedding Zero-Shot RNN Pose Detection Attention PDF
2019-07-25 A Fine-Grained Facial Expression Database for End-to-End Multi-Pose Facial Expression Recognition Wenxuan Wang, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yanwei Fu arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Adversarial Pose Emotion Face Classification Deep_Learning GAN PDF
2019-07-24 Zero-Shot Sign Language Recognition: Can Textual Data Uncover Sign Languages? Yunus Can Bilge, Nazli Ikizler-Cinbis, Ramazan Gokberk Cinbis arXiv_CV arXiv_CV Embedding Recognition 3D Zero-Shot RNN Knowledge Pose Relation PDF
2019-07-22 Bayesian Zero-Shot Learning Sarkhan Badirli, Murat Dundar, Zeynep Akata arXiv_CV arXiv_CV Zero-Shot Pose Action PDF
2019-07-21 TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition Mina Bishay, Georgios Zoumpourlis, Ioannis Patras arXiv_CV arXiv_CV Recognition Zero-Shot Memory_Networks Pose Action_Recognition Action Relation Few-Shot Attention PDF
2019-07-18 Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning Ying Shi, Wei Wei, Zhiming Zheng arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Knowledge Pose PDF
2019-07-12 Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning Jian Ni, Shanghang Zhang, Haiyong Xie arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Adversarial Pose Action GAN PDF
2019-07-09 Cross-Domain Generalization of Neural Constituency Parsers Daniel Fried, Nikita Kitaev, Dan Klein arXiv_CL arXiv_CL Zero-Shot Prediction PDF
2019-07-08 {Graph Policy Gradients for Large Scale Robot Control Arbaaz Khan, Ekaterina Tolstaya, Alejandro Ribeiro, Vijay Kumar arXiv_RO arXiv_RO Zero-Shot Pose CNN PDF
2019-07-07 Zero-Shot Open Entity Typing as Type-Compatible Grounding Ben Zhou, Daniel Khashabi, Chen-Tse Tsai, Dan Roth arXiv_CL arXiv_CL Zero-Shot Pose Inference PDF
2019-07-06 Best Practices for Learning Domain-Specific Cross-Lingual Embeddings Lena Shakurova, Beata Nyari, Chao Li, Mihai Rotaru arXiv_CL arXiv_CL Embedding Transfer_Learning Zero-Shot Knowledge PDF
2019-07-05 Zero-shot Learning for Audio-based Music Classification and Tagging Jeong Choi, Jongpil Lee, Jiyoung Park, Juhan Nam arXiv_SD arXiv_SD Zero-Shot Pose Classification Relation GAN PDF
2019-07-02 Dynamics-Aware Unsupervised Discovery of Skills Archit Sharma, Shixiang Gu, Sergey Levine, Vikash Kumar, Karol Hausman arXiv_RO arXiv_RO Unsupervised Reinforcement_Learning Zero-Shot Sparse Pose PDF
2019-07-02 Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer Katrin Lasinger, René Ranftl, Konrad Schindler, Vladlen Koltun arXiv_CV arXiv_CV 3D Zero-Shot Pose PDF
2019-07-01 On mechanisms for transfer using landmark value functions in multi-task lifelong reinforcement learning Nick Denis arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Zero-Shot Self-Supervised Face Action PDF
2019-06-30 Visual Space Optimization for Zero-shot Learning Xinsheng Wang, Shanmin Pang, Jihua Zhu, Zhongyu Li, Zhiqiang Tian, Yaochen Li arXiv_CV arXiv_CV Embedding Zero-Shot Optimization Pose PDF
2019-06-28 From Bilingual to Multilingual Neural Machine Translation by Incremental Training Carlos Escolano, Marta R. Costa-Jussà, José A. R. Fonollosa arXiv_CL arXiv_CL Zero-Shot Pose PDF
2019-06-24 Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models Chris Hokamp, John Glover, Demian Gholipour arXiv_CL arXiv_CL Unsupervised Zero-Shot Knowledge Pose NMT PDF
2019-06-20 Improving Zero-shot Translation with Language-Independent Constraints Ngoc-Quan Pham, Jan Niehues, Thanh-Le Ha, Alex Waibel arXiv_CL arXiv_CL Transformer Zero-Shot Regularization NMT PDF
2019-06-20 From Zero-Shot Learning to Cold-Start Recommendation v Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang arXiv_CV arXiv_CV Zero-Shot Pose Relation Recommendation PDF
2019-06-18 A Weakly Supervised Learning Based Clustering Framework Mustafa Umit Oner, Hwee Kuan Lee, Wing-Kin Sung arXiv_CV arXiv_CV Weakly_Supervised Zero-Shot Pose PDF
2019-06-18 Zero-Shot Entity Linking by Reading Entity Descriptions Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee arXiv_CL arXiv_CL Bert Zero-Shot Pose PDF
2019-06-17 Robust Zero-Shot Cross-Domain Slot Filling with Example Values Darsh J Shah, Raghav Gupta, Amir A Fayazi, Dilek Hakkani-Tur arXiv_CL arXiv_CL Zero-Shot Pose Deep_Learning PDF
2019-06-15 Uncovering Why Deep Neural Networks Lack Robustness: Representation Metrics that Link to Adversarial Attacks Danilo Vasconcellos Vargas, Shashank Kotyan, Moe Matsuki arXiv_CV arXiv_CV Zero-Shot Adversarial Pose Classification PDF
2019-06-13 Semantics to Space: Embedding semantics into spatial space for zero-shot verb-object query inferencing Sungmin Eum, Heesung Kwon arXiv_CV arXiv_CV Embedding Zero-Shot Action PDF
2019-06-13 Joint Concept Matching-Space Projection Learning for Zero-Shot Recognition Wen Tang, Ashkan Panahi, Hamid Krim arXiv_CV arXiv_CV Reconstruction Recognition Zero-Shot Knowledge Pose Matching PDF
2019-06-13 Know What You Don't Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown Categories Sina Zarrieß, David Schlangen arXiv_CL arXiv_CL Zero-Shot Speech PDF
2019-06-11 Task-Aware Deep Sampling for Feature Generation Xin Wang, Fisher Yu, Trevor Darrell, Joseph E. Gonzalez arXiv_CV arXiv_CV Zero-Shot Pose PDF
2019-06-11 From Fully Supervised to Zero Shot Settings for Twitter Hashtag Recommendation Abhay Kumar, Nishant Jain, Suraj Tripathi, Chirag Singh arXiv_CL arXiv_CL Transformer Embedding Zero-Shot RNN Knowledge Pose Quantitative Deep_Learning Relation CNN Recommendation PDF
2019-06-10 Label-Agnostic Sequence Labeling by Copying Nearest Neighbors Sam Wiseman, Karl Stratos arXiv_CL arXiv_CL Zero-Shot Prediction PDF
2019-06-10 Conditional Neural Style Transfer with Peer-Regularized Feature Transform Jan Svoboda, Asha Anoosheh, Christian Osendorfer, Jonathan Masci arXiv_CV arXiv_CV Style_Transfer Zero-Shot Regularization Pose CNN PDF
2019-06-10 Zero-Shot Image Classification Using Coupled Dictionary Embedding Mohammad Rostami, Soheil Kolouri, Zak Murez, Yuri Owekcho, Eric Eaton, Kuyngnam Kim arXiv_CV arXiv_CV Embedding Zero-Shot Sparse Pose Classification Image_Classification PDF
2019-06-07 A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation Varun Khare, Divyat Mahajan, Homanga Bharadhwaj, Vinay Verma, Piyush Rai arXiv_CV arXiv_CV Zero-Shot Adversarial PDF
2019-06-05 Large-Scale Multi-Label Text Classification on EU Legislation Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos arXiv_CL arXiv_CL Embedding Bert Zero-Shot Text_Classification Classification Attention Language_Model PDF
2019-06-04 Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations Jiatao Gu, Yong Wang, Kyunghyun Cho, Victor O.K. Li arXiv_CL arXiv_CL Zero-Shot Pose Quantitative NMT Relation PDF
2019-06-04 A Natural Language-Inspired Multi-label Video Streaming Traffic Classification Method Based on Deep Neural Networks Yan Shi, Dezhi Feng, Subir Biswas arXiv_CV arXiv_CV Zero-Shot Pose Action Classification PDF
2019-05-31 Fine-grained zero-shot recognition with metric rescaling Boris N. Oreshkin, Negar Rostamzadeh, Pedro O. Pinheiro, Christopher Pal arXiv_CV arXiv_CV Recognition Zero-Shot Pose Classification PDF
2019-05-26 Extreme Multi-Label Legal Text Classification: A case study in EU Legislation Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos arXiv_CL arXiv_CL Zero-Shot Text_Classification Classification Few-Shot Attention PDF
2019-05-25 Reasoning on Grasp-Action Affordances Paola Ardón, Èric Pairet, Ron Petrick, Subramanian Ramamoorthy, Katrin Lohan arXiv_RO arXiv_RO Zero-Shot Knowledge Pose Action Prediction Matching PDF
2019-05-21 Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung arXiv_AI arXiv_AI Tracking Zero-Shot Knowledge Pose Ontology Few-Shot Inference PDF
2019-05-20 Zero-Shot Knowledge Distillation in Deep Networks Gaurav Kumar Nayak, Konda Reddy Mopuri, Vaisakh Shaj, R. Venkatesh Babu, Anirban Chakraborty arXiv_CV arXiv_CV Zero-Shot Knowledge Pose Medical PDF
2019-05-20 Learning Image-Specific Attributes by Hyperbolic Neighborhood Graph Propagation Xiaofeng Xu, Ivor W. Tsang, Xiaofeng Cao, Ruiheng Zhang, Chuancai Liu arXiv_CV arXiv_CV Zero-Shot Pose Classification Relation PDF
2019-05-19 Leveraging Semantic Embeddings for Safety-Critical Applications Thomas Brunner, Frederik Diehl, Michael Truong Le, Alois Knoll arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Pose Detection Prediction PDF
2019-05-19 Learning to Memorize in Neural Task-Oriented Dialogue Systems Chien-Sheng Wu arXiv_AI arXiv_AI Tracking Zero-Shot Sketch Knowledge Pose Ontology Few-Shot Attention PDF
2019-05-08 ShapeGlot: Learning Language for Shape Differentiation Panos Achlioptas, Judy Fan, Robert X.D. Hawkins, Noah D. Goodman, Leonidas J. Guibas arXiv_CV arXiv_CV Transfer_Learning 3D Zero-Shot Relation Attention PDF
2019-05-07 Semantic Adversarial Network for Zero-Shot Sketch-Based Image Retrieval Xinxun Xu, Hao Wang, Leida Li, Cheng Deng arXiv_CV arXiv_CV Zero-Shot Sketch Image_Retrieval Adversarial Pose PDF
2019-05-06 Zero-Shot Audio Classification Based on Class Label Embeddings Huang Xie, Tuomas Virtanen arXiv_SD arXiv_SD Embedding Zero-Shot Pose Classification Language_Model PDF
2019-05-03 Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs Daniel Oñoro-Rubio, Mathias Niepert, Alberto García-Durán, Roberto González, Roberto J. López-Sastre arXiv_AI arXiv_AI Embedding Zero-Shot Image_Retrieval Knowledge Knowledge_Graph Pose Relation CNN Prediction PDF
2019-04-24 Generating Token-Level Explanations for Natural Language Inference James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal arXiv_CL arXiv_CL Zero-Shot RNN Pose Classification Relation Attention Inference Prediction PDF
2019-04-24 Context-Aware Zero-Shot Learning for Object Recognition Eloi Zablocki, Patrick Bordes, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Pose PDF
2019-04-22 Learning Feature-to-Feature Translator by Alternating Back-Propagation for Zero-Shot Learning Yizhe Zhu, Jianwen Xie, Bingchen Liu, Ahmed Elgammal arXiv_CV arXiv_CV Zero-Shot Pose GAN PDF
2019-04-19 Context-Aware Zero-Shot Recognition Ruotian Luo, Ning Zhang, Bohyung Han, Linjie Yang arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Pose Classification Detection Relation PDF
2019-04-19 Zero-Shot Cross-Lingual Opinion Target Extraction Soufian Jebbara, Philipp Cimiano arXiv_CL arXiv_CL Embedding Recognition Zero-Shot Action Sentiment CNN Prediction PDF
2019-04-19 Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu, Mark Dredze arXiv_CL arXiv_CL Bert Zero-Shot Classification Inference PDF
2019-04-18 Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition Devraj Mandal, Sanath Narayan, Saikumar Dwivedi, Vikram Gupta, Shuaib Ahmed, Fahad Shahbaz Khan, Ling Shao arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Adversarial Pose Action_Recognition Action Classification Detection Object_Detection GAN PDF
2019-04-18 Generative Model for Zero-Shot Sketch-Based Image Retrieval Vinay Kumar Verma, Aakansha Mishra, Ashish Mishra, Piyush Rai arXiv_CV arXiv_CV Zero-Shot Sketch Image_Retrieval Pose PDF
2019-04-15 SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning Zihan Ye, Fan lyu, Linyan Li, Qiming Fu, Jinchang Ren, Fuyuan Hu arXiv_CV arXiv_CV Reconstruction Zero-Shot Adversarial Pose GAN PDF
2019-04-11 TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning Xin Wang, Fisher Yu, Ruth Wang, Trevor Darrell, Joseph E. Gonzalez arXiv_AI arXiv_AI Image_Caption Embedding Zero-Shot Pose Few-Shot Prediction PDF
2019-04-11 Text2Node: a Cross-Domain System for Mapping Arbitrary Phrases to a Taxonomy Rohollah Soltani, Alexandre Tomberg arXiv_CL arXiv_CL Embedding Zero-Shot RNN Knowledge Classification Medical PDF
2019-04-10 On zero-shot recognition of generic objects Tristan Hascoet, Yasuo Ariki, Tetsuya Takiguchi arXiv_CV arXiv_CV Recognition Zero-Shot Classification PDF
2019-04-09 Active Domain Randomization Bhairav Mehta, Manfred Diaz, Florian Golemo, Christopher J. Pal, Liam Paull arXiv_AI arXiv_AI Enhancement Zero-Shot Pose PDF
2019-04-08 Leveraging the Invariant Side of Generative Zero-Shot Learning Jingjing Li, Mengmeng Jin, Ke Lu, Zhengming Ding, Lei Zhu, Zi Huang arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Adversarial Pose GAN PDF
2019-04-06 Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye, Yuhong Guo arXiv_AI arXiv_AI Embedding Recognition Zero-Shot Knowledge Pose Action Classification Image_Classification PDF
2019-04-06 Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval Sounak Dey, Pau Riba, Anjan Dutta, Josep Llados, Yi-Zhe Song arXiv_CV arXiv_CV Embedding Zero-Shot Sketch Image_Retrieval Knowledge Pose PDF
2019-04-05 Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval Qing Liu, Lingxi Xie, Huiyu Wang, Alan Yuille arXiv_CV arXiv_CV Embedding Zero-Shot Sketch Image_Retrieval Knowledge Pose Action Relation PDF
2019-04-05 Detecting Human-Object Interactions via Functional Generalization Ankan Bansal, Sai Saketh Rambhatla, Abhinav Shrivastava, Rama Chellappa arXiv_CV arXiv_CV Zero-Shot Knowledge Pose Action Detection Object_Detection PDF
2019-04-05 Deep Tree Learning for Zero-shot Face Anti-Spoofing Yaojie Liu, Joel Stehouwer, Amin Jourabloo, Xiaoming Liu arXiv_CV arXiv_CV Unsupervised Recognition 3D Zero-Shot Pose Face Detection Face_Recognition PDF
2019-04-04 Consistency by Agreement in Zero-shot Neural Machine Translation Maruan Al-Shedivat, Ankur P. Parikh arXiv_CL arXiv_CL Zero-Shot NMT Inference PDF
2019-04-03 75 Languages, 1 Model: Parsing Universal Dependencies Universally Daniel Kondratyuk arXiv_CL arXiv_CL Bert Zero-Shot Speech Attention Prediction PDF
2019-04-03 Stacked Semantic-Guided Network for Zero-Shot Sketch-Based Image Retrieval Hao Wang, Cheng Deng, Xinxu Xu, Wei Liu, Xinbo Gao, Dacheng Tao arXiv_CV arXiv_CV Zero-Shot Sparse Sketch Image_Retrieval Knowledge Pose Classification PDF
2019-04-01 Creativity Inspired Zero-Shot Learning Mohamed Elhoseiny, Mohamed Elfeki arXiv_CV arXiv_CV Zero-Shot Knowledge PDF
2019-03-30 Adaptive Adjustment with Semantic Feature Space for Zero-Shot Recognition Jingcai Guo, Song Guo arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Pose Attention PDF
2019-03-29 Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo arXiv_CL arXiv_CL Embedding Zero-Shot Text_Classification Knowledge Knowledge_Graph Pose Classification PDF
2019-03-27 Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration Debasmit Das, C. S. George Lee arXiv_AI arXiv_AI Embedding Recognition Zero-Shot Pose Classification Relation Image_Classification Matching PDF
2019-03-27 Rethinking Knowledge Graph Propagation for Zero-Shot Learning Michael Kampffmeyer, Yinbo Chen, Xiaodan Liang, Hao Wang, Yujia Zhang, Eric P. Xing arXiv_CV arXiv_CV Zero-Shot Knowledge Knowledge_Graph Pose Face Relation CNN PDF
2019-03-27 Grammatical Error Correction and Style Transfer via Zero-shot Monolingual Translation Elizaveta Korotkova, Agnes Luhtaru, Maksym Del, Krista Liin, Daiga Deksne, Mark Fishel arXiv_CL arXiv_CL Style_Transfer Zero-Shot PDF
2019-03-25 Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition Qian Wang, Penghui Bu, Toby P. Breckon arXiv_CV arXiv_CV Unsupervised Recognition Zero-Shot Knowledge Classification PDF
2019-03-25 f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata arXiv_CV arXiv_CV