Zero-Shot

Zero-Shot

• 2022-01-20 DROPO: Sim-to-Real Transfer with Offline Domain Randomization    Gabriele Tiboni, Karol Arndt, Ville Kyrki arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Action  PDF
• 2022-01-20 Revisiting Weakly Supervised Pre-Training of Visual Perception Models    Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross Girshick, Piotr Dollár, Laurens van der Maaten arXiv_CV arXiv_CV  Recognition  Weakly_Supervised  Zero-Shot  Self-Supervised  PDF
• 2022-01-19 CM3: A Causal Masked Multimodal Model of the Internet    Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer arXiv_CL arXiv_CL  Zero-Shot  GAN  Summarization  Caption  Language_Model  PDF
• 2022-01-18 OSSID: Online Self-Supervised Instance Detection by Pose Estimation    Qiao Gu, Brian Okorn, David Held arXiv_RO arXiv_RO  Zero-Shot  Pose_Estimation  Self-Supervised  Pose  Detection  Object_Detection  Inference  PDF
• 2022-01-18 Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents    Wenlong Huang, Pieter Abbeel, Deepak Pathak, Igor Mordatch arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Action  Language_Model  PDF
• 2022-01-18 ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization    Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2022-01-17 BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR    Ushasi Chaudhuri, Ruchika Chavan, Biplab Banerjee, Anjan Dutta, Zeynep Akata arXiv_CV arXiv_CV  Zero-Shot  Sketch  Image_Retrieval  Adversarial  Pose  PDF
• 2022-01-16 UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models    Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Few-Shot  Language_Model  PDF
• 2022-01-15 Towards Zero-shot Sign Language Recognition    Yunus Can Bilge, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis arXiv_CV arXiv_CV  Embedding  Recognition  Zero-Shot  Knowledge  Pose  Prediction  PDF
• 2022-01-14 Zero-Shot Machine Unlearning    Vikram S Chundawat, Ayush K Tarun, Murari Mandal, Mohan Kankanhalli arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Deep_Learning  PDF
• 2022-01-14 HardBoost: Boosting Zero-Shot Learning with Hard Classes    Bo Liu, Lihua Hu, Zhanyi Hu, Qiulei Dong arXiv_CV arXiv_CV  Zero-Shot  Pose  PDF
• 2022-01-14 Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer    Yinyi Wei, Tong Mo, Yongtao Jiang, Weiping Li, Wen Zhao arXiv_CL arXiv_CL  Embedding  Zero-Shot  Text_Classification  Knowledge  Pose  Contrastive_Learning  Classification  Few-Shot  Language_Model  PDF
• 2022-01-13 CLIP-Event: Connecting Text and Images with Event Structures    Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang arXiv_AI arXiv_AI  Zero-Shot  Image_Retrieval  Knowledge  Pose  Contrastive_Learning  Action  PDF
• 2022-01-13 BridgeFormer: Bridging Video-text Retrieval with Multiple Choice Questions    Yuying Ge, Yixiao Ge, Xihui Liu, Dian Li, Ying Shan, Xiaohu Qie, Ping Luo arXiv_CV arXiv_CV  Recognition  Zero-Shot  Action_Recognition  Action  Attention  Video_Retrieval  PDF
• 2022-01-11 Combining Learning-based Locomotion Policy with Model-based Manipulation for Legged Mobile Manipulators    Yuntao Ma, Farbod Farshidian, Takahiro Miki, Joonho Lee, Marco Hutter arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Prediction  PDF
• 2022-01-11 MR-SVS: Singing Voice Synthesis with Multi-Reference Encoder    Shoutong Wang, Jinglin Liu, Yi Ren, Zhen Wang, Changliang Xu, Zhou Zhao arXiv_SD arXiv_SD  Embedding  Zero-Shot  Pose  Face  PDF
• 2022-01-10 Language-driven Semantic Segmentation    Boyi Li, Kilian Q. Weinberger, Serge Belongie, Vladlen Koltun, René Ranftl arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Semantic_Segmentation  Zero-Shot  Few-Shot  PDF
• 2022-01-09 Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic    Simon Lupart, Benoit Favre, Vassilina Nikoulina, Salah Ait-Mokhtar arXiv_CL arXiv_CL  Bert  Zero-Shot  Classification  Relation  Few-Shot  Medical  PDF
• 2022-01-08 RARA: Zero-shot Sim2Real Visual Navigation with Following Foreground Cues    Klaas Kelchtermans, Tinne Tuytelaars arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Regularization  Action  Quantitative  PDF
• 2022-01-07 MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound    Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi arXiv_CL arXiv_CL  Video_Caption  Zero-Shot  Knowledge  Pose  VQA  Prediction  QA  PDF
• 2022-01-06 Self-Training Vision Language BERTs with a Unified Conditional Model    Xiaofeng Yang, Fengmao Lv, Fayao Liu, Guosheng Lin arXiv_CV arXiv_CV  Bert  Zero-Shot  Self-Supervised  Pose  Caption  PDF
• 2022-01-06 Balancing Generalization and Specialization in Zero-shot Learning    Yun Li, Zhe Liu, Lina Yao, Xiaojun Chang arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  PDF
• 2022-01-05 Learning Semantic Ambiguities for Zero-Shot Learning    Celina Hanouti, Hervé Le Borgne arXiv_CV arXiv_CV  Zero-Shot  Regularization  Pose  PDF
• 2022-01-05 Debiased Learning from Naturally Imbalanced Pseudo-Labels for Zero-Shot and Semi-Supervised Learning    Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2022-01-05 Self-Supervised Approach to Addressing Zero-Shot Learning Problem    Ademola Okerinde, Sam Hoggatt, Divya Vani Lakkireddy, Nolan Brubaker, William Hsu, Lior Shamir, Brian Spiseman arXiv_CV arXiv_CV  Embedding  Zero-Shot  Self-Supervised  PDF
• 2022-01-04 Using Simulation Optimization to Improve Zero-shot Policy Transfer of Quadrotors    Sven Gronauer, Matthias Kissel, Luca Sacchetto, Mathias Korte, Klaus Diepold arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Optimization  Drone  PDF
• 2022-01-04 ZeroBERTo -- Leveraging Zero-Shot Text Classification by Topic Modeling    Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber, Enzo Bustos, André Seidel Oliveira, Bruno Miguel Veloso, Fabio Levy Siqueira, Anna Helena Reali Costa arXiv_CL arXiv_CL  Transformer  Unsupervised  Bert  Zero-Shot  Text_Classification  Pose  Classification  Language_Model  PDF
• 2022-01-03 Semantically Grounded Visual Embeddings for Zero-Shot Learning    Shah Nawaz, Jacopo Cavazza, Alessio Del Bue arXiv_CV arXiv_CV  Embedding  Recognition  Zero-Shot  Pose  Caption  Language_Model  PDF
• 2022-01-03 Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction    Benjamin Hilprecht, Carsten Binnig arXiv_AI arXiv_AI  Zero-Shot  Few-Shot  Prediction  PDF
• 2022-01-01 Operator Deep Q-Learning: Zero-Shot Reward Transferring in Reinforcement Learning    Ziyang Tang, Yihao Feng, Qiang Liu arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Optimization  Pose  PDF
• 2022-01-01 Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization    Zi-Yi Dou, Nanyun Peng arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Text_Classification  Optimization  Knowledge  Pose  Action  Classification  Relation  Relation_Extraction  Language_Model  Prediction  QA  PDF
• 2022-01-01 Robust Region Feature Synthesizer for Zero-Shot Object Detection    Peiliang Huang, Junwei Han, De Cheng, Dingwen Zhang arXiv_CV arXiv_CV  Zero-Shot  Pose  Detection  Relation  Object_Detection  PDF
• 2021-12-30 THE Benchmark: Transferable Representation Learning for Monocular Height Estimation    Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu arXiv_CV arXiv_CV  Transformer  Transfer_Learning  3D  Zero-Shot  Represenation_Learning  Pose  Few-Shot  PDF
• 2021-12-29 A Simple Baseline for Zero-shot Semantic Segmentation with Pre-trained Vision-language Model    Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Han Hu, Xiang Bai arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Zero-Shot  Classification  Detection  Object_Detection  Image_Classification  Language_Model  PDF
• 2021-12-29 Semantic Feature Extraction for Generalized Zero-shot Learning    Junhan Kim, Kyuhong Shim, Byonghyo Shim arXiv_CV arXiv_CV  Zero-Shot  Pose  Action  Classification  Deep_Learning  Relation  PDF
• 2021-12-27 A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision    Ajinkya Tejankar, Ajinkya Tejankar, Bichen Wu, Saining Xie, Madian Khabsa, Hamed Pirsiavash, Hamed Firooz arXiv_CV arXiv_CV  Image_Caption  Recognition  Zero-Shot  Classification  Caption  Image_Classification  PDF
• 2021-12-27 What do Large Language Models Learn about Scripts?    Abhilasha Sancheti, Rachel Rudinger arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Pose  Language_Model  PDF
• 2021-12-27 MSeg: A Composite Dataset for Multi-domain Semantic Segmentation    John Lambert, Zhuang Liu, Ozan Sener, James Hays, Vladlen Koltun arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Zero-Shot  PDF
• 2021-12-25 CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form Extraction    Nithish Kannen, Divyanshu Sheth, Abhranil Chandra, Shubhraneel Pal arXiv_AI arXiv_AI  Transformer  Bert  Zero-Shot  Knowledge  Adversarial  Pose  Action  Language_Model  PDF
• 2021-12-24 Domain-Aware Continual Zero-Shot Learning    Kai Yi, Mohamed Elhoseiny arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Adversarial  Pose  Prediction  PDF
• 2021-12-24 Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification    Zhiyu Fang, Xiaobin Zhu, Chun Yang, Zheng Han, Jingyan Qin, Xu-Cheng Yin arXiv_CV arXiv_CV  Embedding  Enhancement  Zero-Shot  Pose  Classification  PDF
• 2021-12-23 SLIP: Self-supervision meets Language-Image Pre-training    Norman Mu, Alexander Kirillov, David Wagner, Saining Xie arXiv_CV arXiv_CV  Transformer  Recognition  Zero-Shot  Represenation_Learning  Self-Supervised  Classification  PDF
• 2021-12-23 Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation    Xiaojie Zhao, Yuming Shen, Shidong Wang, Haofeng Zhang arXiv_CV arXiv_CV  Zero-Shot  Pose  Classification  PDF
• 2021-12-22 Open-Vocabulary Image Segmentation    Golnaz Ghiasi, Xiuye Gu, Yin Cui, Tsung-Yi Lin arXiv_CV arXiv_CV  Segmentation  Zero-Shot  Pose  GAN  Caption  PDF
• 2021-12-22 Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination    Rui Zhao, Jinming Song, Hu Haifeng, Yang Gao, Yi Wu, Zhongqian Sun, Yang Wei arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2021-12-21 Supervised Graph Contrastive Pretraining for Text Classification    Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Zero-Shot  Text_Classification  Knowledge  Pose  Contrastive_Learning  Classification  PDF
• 2021-12-21 Transferable End-to-end Room Layout Estimation via Implicit Encoding    Hao Zhao, Rene Ranftl, Yurong Chen, Hongbin Zha arXiv_CV arXiv_CV  3D  Zero-Shot  Pose  Action  Prediction  PDF
• 2021-12-21 On Cross-Lingual Retrieval with Multilingual Text Encoders    Robert Litschko, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš arXiv_CL arXiv_CL  Transformer  Unsupervised  Zero-Shot  Matching  PDF
• 2021-12-20 Translational Concept Embedding for Generalized Compositional Zero-shot Learning    He Huang, Wei Tang, Jiawei Zhang, Philip S. Yu arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  Pose  Classification  PDF
• 2021-12-20 Few-shot Learning with Multilingual Language Models    Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona Diab, Veselin Stoyanov, Xian Li arXiv_AI arXiv_AI  Zero-Shot  Speech  Face  Detection  Few-Shot  Inference  Language_Model  PDF
• 2021-12-18 Low-resource Learning with Knowledge Graphs: A Comprehensive Survey    Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen arXiv_AI arXiv_AI  Zero-Shot  Optimization  Knowledge  Review  Knowledge_Graph  Survey  Few-Shot  Prediction  PDF
• 2021-12-18 Prompt-Based Multi-Modal Image Segmentation    Timo Lüddecke, Alexander S. Ecker arXiv_CV arXiv_CV  Transformer  Segmentation  Zero-Shot  Pose  Prediction  PDF
• 2021-12-18 Tell me what you see: A zero-shot action recognition method based on natural language descriptions    Valter Estevam, Rayson Laroca, David Menotti, Helio Pedrini arXiv_CV arXiv_CV  Embedding  Recognition  Video_Caption  Bert  Zero-Shot  Pose  Action_Recognition  Action  Classification  Detection  Relation  Caption  PDF
• 2021-12-18 Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages    Hariom A. Pandya, Bhavik Ardeshna, Dr. Brijesh S. Bhatt arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Zero-Shot  Pose  QA  PDF
• 2021-12-17 Improving Multi-Domain Generalization through Domain Re-labeling    Kowshik Thopalli, Sameeksha Katoch, Andreas Spanias, Pavan Turaga, Jayaraman J. Thiagarajan arXiv_CV arXiv_CV  Zero-Shot  Optimization  PDF
• 2021-12-17 Soundify: Matching Sound Effects to Video    David Chuan-En Lin, Anastasis Germanidis, Cristóbal Valenzuela, Yining Shi, Nikolas Martelaro arXiv_CV arXiv_CV  Zero-Shot  Classification  Detection  Object_Detection  Image_Classification  Matching  PDF
• 2021-12-17 Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation    Bichen Wu, Ruizhe Cheng, Peizhao Zhang, Peter Vajda, Joseph E. Gonzalez arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Pose  Contrastive_Learning  Caption  PDF
• 2021-12-17 SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers    Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian arXiv_CV arXiv_CV  Transformer  Restoration  Zero-Shot  Self-Supervised  Pose  Denoising  Attention  PDF
• 2021-12-16 RegionCLIP: Region-based Language-Image Pretraining    Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Pose  Classification  Detection  Object_Detection  Caption  Image_Classification  Inference  PDF
• 2021-12-16 Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer    Yanpeng Zhao, Jack Hessel, Youngjae Yu, Ximing Lu, Rowan Zellers, Yejin Choi arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  Pose  Classification  Caption  PDF
• 2021-12-16 NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics    Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi arXiv_CL arXiv_CL  Zero-Shot  Pose  Action  Few-Shot  Text_Generation  Language_Model  PDF
• 2021-12-16 MAVE: A Product Dataset for Multi-source Attribute Value Extraction    Li Yang, Qifan Wang, Zac Yu, Anand Kulkarni, Sumit Sanghai, Bin Shu, Jon Elsas, Bhargav Kanagal arXiv_CL arXiv_CL  Zero-Shot  Pose  Action  Recommendation  PDF
• 2021-12-16 DREAM: Uncovering Mental Models behind Language Models    Yuling Gu, Bhavana Dalvi Mishra, Peter Clark arXiv_AI arXiv_AI  Zero-Shot  Pose  Language_Model  QA  PDF
• 2021-12-16 Extreme Zero-Shot Learning for Extreme Text Classification    Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Text_Classification  Regularization  Self-Supervised  Pose  Face  Classification  Few-Shot  PDF
• 2021-12-16 TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning    Shiming Chen, Ziming Hong, Guo-Sen Xie, Jian Zhao, Xinge You, Shuicheng Yan, Ling Shao arXiv_AI arXiv_AI  Transformer  Embedding  Recognition  Zero-Shot  Knowledge  Pose  Relation  Attention  PDF
• 2021-12-16 Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation    Giscard Biamby, Grace Luo, Trevor Darrell, Anna Rohrbach arXiv_CV arXiv_CV  Zero-Shot  Detection  Caption  PDF
• 2021-12-16 NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge    Revanth Gangi Reddy, Sai Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn S. Conger, Ahmed S. Elsayed, Martha Palmer, Heng Ji arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Action  Detection  PDF
• 2021-12-15 Is 'my favorite new movie' my favorite movie? Probing the Understanding of Recursive Noun Phrases    Qing Lyu, Hua Zheng, Daoxin Li, Li Zhang, Marianna Apidianaki, Chris Callison-Burch arXiv_CL arXiv_CL  Transformer  Zero-Shot  Knowledge  Detection  Language_Model  PDF
• 2021-12-15 Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval    Zongheng Huang, YiFan Sun, Chuchu Han, Changxin Gao, Nong Sang arXiv_CV arXiv_CV  Zero-Shot  Sketch  Image_Retrieval  Classification  PDF
• 2021-12-15 Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation    Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden, Zhou Yu, Jianfeng Gao arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Few-Shot  Language_Model  PDF
• 2021-12-15 Decoupling Zero-Shot Semantic Segmentation    Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Zero-Shot  Knowledge  Pose  Classification  Language_Model  PDF
• 2021-12-15 Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data    Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-kirkpatrick, Shlomo Dubnov arXiv_AI arXiv_AI  Transformer  Embedding  Zero-Shot  Pose  Face  Deep_Learning  Detection  PDF
• 2021-12-15 Knowledge-Rich Self-Supervised Entity Linking    Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Self-Supervised  Ontology  Contrastive_Learning  Face  Classification  Few-Shot  Medical  Inference  PDF
• 2021-12-14 Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection    Vijit Malik, Ayush Kumar, Jithendra Veppa arXiv_CL arXiv_CL  Zero-Shot  Optimization  Pose  Detection  Few-Shot  Inference  PDF
• 2021-12-14 CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations    Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Optimization  Represenation_Learning  Pose  Contrastive_Learning  Classification  Caption  PDF
• 2021-12-13 GLaM: Efficient Scaling of Language Models with Mixture-of-Experts    Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathy Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V Le, Yonghui Wu, Zhifeng Chen, Claire Cui arXiv_CL arXiv_CL  Zero-Shot  Sparse  Pose  Inference  Language_Model  PDF
• 2021-12-10 Match Your Words! A Study of Lexical Matching in Neural Information Retrieval    Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant arXiv_CL arXiv_CL  Zero-Shot  Pose  Matching  PDF
• 2021-12-10 Analysis and Prediction of NLP Models Via Task Embeddings    Damien Sileo, Marie-Francine Moens arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Zero-Shot  Pose  Inference  Prediction  PDF
• 2021-12-10 Zero-Shot Uncertainty-Aware Deployment of Simulation Trained Policies on Real-World Robots    Krishan Rana, Vibhavari Dasagi, Jesse Haviland, Ben Talbot, MIchael Milford, Niko Sünderhauf arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2021-12-09 CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions    Rameen Abdal, Peihao Zhu, John Femiani, Niloy J. Mitra, Peter Wonka arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Pose  Action  GAN  PDF
• 2021-12-09 Few-Shot Keypoint Detection as Task Adaptation via Latent Embeddings    Mel Vecerik, Jackie Kay, Raia Hadsell, Lourdes Agapito, Jon Scholz arXiv_CV arXiv_CV  Embedding  Tracking  Zero-Shot  Sparse  Object_Tracking  Detection  Few-Shot  PDF
• 2021-12-08 Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation    Jiaying Gong, Hoda Eldardiry arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Classification  Relation  PDF
• 2021-12-08 Prompting Visual-Language Models for Efficient Video Understanding    Chen Ju, Tengda Han, Kunhao Zheng, Ya Zhang, Weidi Xie arXiv_CV arXiv_CV  Transformer  Recognition  Video_Caption  Zero-Shot  Pose  Action_Recognition  Action  Few-Shot  Language_Model  Video_Retrieval  PDF
• 2021-12-08 Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval    Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Hilde Kuehne arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Action_Localization  Pose  Action  Classification  Attention  Video_Retrieval  PDF
• 2021-12-08 Training Robust Zero-Shot Voice Conversion Models with Self-supervised Features    Trung Dang, Dung Tran, Peter Chin, Kazuhito Koishida arXiv_SD arXiv_SD  Embedding  Unsupervised  Zero-Shot  Speech  Self-Supervised  Classification  PDF
• 2021-12-08 Zero-Shot Recommendation as Language Modeling    Damien Sileo, Wout Vossen, Robbe Raymaekers arXiv_CL arXiv_CL  Zero-Shot  Pose  Language_Model  Recommendation  PDF
• 2021-12-07 Multinational Address Parsing: A Zero-Shot Evaluation    Marouane Yassine, David Beauchemin, François Laviolette, Luc Lamontagne arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Knowledge  Adversarial  Pose  Deep_Learning  Attention  PDF
• 2021-12-07 Grounded Language-Image Pre-training    Liunian Harold Li, Pengchuan Zhang, Haotian Zhang, Jianwei Yang, Chunyuan Li, Yiwu Zhong, Lijuan Wang, Lu Yuan, Lei Zhang, Jenq-Neng Hwang, Kai-Wei Chang, Jianfeng Gao arXiv_AI arXiv_AI  Recognition  Zero-Shot  Detection  Few-Shot  Object_Detection  PDF
• 2021-12-06 CALVIN: A Benchmark for Language-conditioned Policy Learning for Long-horizon Robot Manipulation Tasks    Oier Mees, Lukas Hermann, Erick Rosete-Beas, Wolfram Burgard arXiv_CV arXiv_CV  Zero-Shot  Pose  Action  PDF
• 2021-12-06 Zero-shot hashtag segmentation for multilingual sentiment analysis    Ruan Chaves Rodrigues, Marcelo Akira Inuzuka, Juliana Resplande Sant'Anna Gomes, Acquila Santos Rocha, Iacer Calixto, Hugo Alexandre Dantas do Nascimento arXiv_CL arXiv_CL  Segmentation  Zero-Shot  Speech  Detection  Sentiment  Language_Model  PDF
• 2021-12-06 Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization    Yunhao Ge, Zhi Xu, Yao Xiao, Gan Xin, Yunkui Pang, Laurent Itti arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Regularization  Pose  Quantitative  GAN  PDF
• 2021-12-06 Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Conquers All StarCraftII Tasks    Linghui Meng, Muning Wen, Yaodong Yang, Chenyang Le, Xiyun Li, Weinan Zhang, Ying Wen, Haifeng Zhang, Jun Wang, Bo Xu arXiv_AI arXiv_AI  Transformer  Enhancement  Reinforcement_Learning  Zero-Shot  Knowledge  Pose  Action  PDF
• 2021-12-06 A Generalized Zero-Shot Quantization of Deep Convolutional Neural Networks via Learned Weights Statistics    Prasen Kumar Sharma, Arun Abraham, Vikram Nelvoy Rajendiran arXiv_CV arXiv_CV  Quantization  Zero-Shot  Knowledge  Pose  Classification  CNN  Inference  PDF
• 2021-12-06 A Survey of Deep Learning for Low-Shot Object Detection    Qihan Huang, Haofei Zhang, Jie Song, Mingli Song arXiv_CV arXiv_CV  Zero-Shot  Review  Survey  Deep_Learning  Detection  Few-Shot  Object_Detection  PDF
• 2021-12-05 Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification    Zhenhailong Wang, Heng Ji arXiv_AI arXiv_AI  Sentiment_Classification  Zero-Shot  Pose  Classification  Sentiment  Language_Model  PDF
• 2021-12-04 Emojich -- zero-shot emoji generation using Russian language: a technical report    Alex Shonenkov (1 and 2), Daria Bakshandaeva (1), Denis Dimitrov (1), Aleksandr Nikolich (1) ((1) Sber AI, (2) MIPT) arXiv_AI arXiv_AI  Zero-Shot  Caption  PDF
• 2021-12-04 YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone    Edresson Casanova, Julian Weber, Christopher Shulby, Arnaldo Candido Junior, Eren Gölge, Moacir Antonelli Ponti arXiv_CL arXiv_CL  Zero-Shot  Speech  PDF
• 2021-12-04 PointCLIP: Point Cloud Understanding by CLIP    Renrui Zhang, Ziyu Guo, Wei Zhang, Kunchang Li, Xupeng Miao, Bin Cui, Yu Qiao, Peng Gao, Hongsheng Li arXiv_AI arXiv_AI  Recognition  Point_Cloud  3D  Zero-Shot  Knowledge  Few-Shot  Prediction  PDF
• 2021-12-04 VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts    Renrui Zhang, Longtian Qiu, Wei Zhang, Ziyao Zeng arXiv_CV arXiv_CV  Recognition  Zero-Shot  Represenation_Learning  Knowledge  Pose  Classification  Few-Shot  Attention  Language_Model  Matching  PDF
• 2021-12-04 Hierarchical Neural Data Synthesis for Semantic Parsing    Wei Yang, Peng Xu, Yanshuai Cao arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2021-12-03 Can OpenAI Codex and Other Large Language Models Help Us Fix Security Bugs?    Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt arXiv_AI arXiv_AI  Zero-Shot  Language_Model  PDF
• 2021-12-03 TransZero: Attribute-guided Transformer for Zero-Shot Learning    Shiming Chen, Ziming Hong, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Ke Lu, Xinge You arXiv_AI arXiv_AI  Transformer  Embedding  Zero-Shot  Knowledge  Pose  Action  Relation  Attention  PDF
• 2021-12-02 Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks    Xizhou Zhu, Jinguo Zhu, Hao Li, Xiaoshi Wu, Xiaogang Wang, Hongsheng Li, Xiaohua Wang, Jifeng Dai arXiv_CV arXiv_CV  Transformer  Zero-Shot  Few-Shot  PDF
• 2021-12-02 Zero-Shot Text-Guided Object Generation with Dream Fields    Ajay Jain, Ben Mildenhall, Jonathan T. Barron, Pieter Abbeel, Ben Poole arXiv_AI arXiv_AI  3D  Zero-Shot  Regularization  Caption  PDF
• 2021-12-02 DenseCLIP: Extract Free Dense Labels from CLIP    Chong Zhou, Chen Change Loy, Bo Dai arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Zero-Shot  Classification  Prediction  PDF
• 2021-12-02 DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding    Taolin Zhang, Chengyu Wang, Nan Hu, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang arXiv_CL arXiv_CL  Reconstruction  Embedding  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Relation  Inference  Language_Model  PDF
• 2021-12-01 Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-Sentence Dependency Graph    Liyan Xu, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Liang Zhao, Jinho D. Choi arXiv_CL arXiv_CL  Zero-Shot  Pose  Relation  Attention  QA  PDF
• 2021-12-01 Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning    Zhe Liu, Yun Li, Lina Yao, Julian McAuley, Sam Dixon arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Review  Pose  Relation  Prediction  PDF
• 2021-11-30 Sound-Guided Semantic Image Manipulation    Seung Hyun Lee, Wonseok Roh, Wonmin Byeon, Sang Ho Yoon, Chan Young Kim, Jinkyu Kim, Sangpil Kim arXiv_CV arXiv_CV  Embedding  Zero-Shot  Optimization  Pose  Emotion  Quantitative  Classification  Image_Classification  PDF
• 2021-11-30 An implementation of the 'Guess who?' game using CLIP    Arnau Martí Sarri, Victor Rodriguez-Fernandez arXiv_CV arXiv_CV  Zero-Shot  Deep_Learning  PDF
• 2021-11-30 Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding    Sungguk Cha, Yooseung Wang arXiv_CV arXiv_CV  Segmentation  Embedding  Semantic_Segmentation  Zero-Shot  Pose  Attention  Language_Model  PDF
• 2021-11-29 3D Compositional Zero-shot Learning with DeCompositional Consensus    Muhammad Ferjad Naeem, Evin Pınar Örnek, Yongqin Xian, Luc Van Gool, Federico Tombari arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Zero-Shot  Knowledge  Pose  Classification  PDF
• 2021-11-29 Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions    Bogdan Mazoure, Ilya Kostrikov, Ofir Nachum, Jonathan Tompson arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-11-29 Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic    Yoad Tewel, Yoav Shalev, Idan Schwartz, Lior Wolf arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Knowledge  Pose  Contrastive_Learning  Text_Generation  Caption  Inference  Language_Model  Matching  PDF
• 2021-11-28 Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer models    Zein Shaheen, Gerhard Wohlgenannt, Dmitry Muromtsev arXiv_AI arXiv_AI  Transformer  Bert  Zero-Shot  Text_Classification  Classification  Language_Model  PDF
• 2021-11-28 Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis    Yu Hsuan Li, Tzu-Yin Chao, Ching-Chun Huang, Pin-Yu Chen, Wei-Chen Chiu arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  Detection  Relation  Object_Detection  PDF
• 2021-11-27 Zero-Shot Learning of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements    Renhao Liu, Yu Sun, Jiabei Zhu, Lei Tian, Ulugbek Kamilov arXiv_CV arXiv_CV  Reconstruction  3D  Zero-Shot  Action  Deep_Learning  PDF
• 2021-11-27 LAFITE: Towards Language-Free Training for Text-to-Image Generation    Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun arXiv_CV arXiv_CV  Zero-Shot  Pose  Caption  PDF
• 2021-11-26 Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners    Mohammed Dabbah, Ran El-yaniv arXiv_AI arXiv_AI  Zero-Shot  Pose  Relation  PDF
• 2021-11-26 Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation    Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen arXiv_CV arXiv_CV  Zero-Shot  Pose  Action  Relation  PDF
• 2021-11-26 Revisiting Efficient Object Detection Backbones from Zero-Shot Neural Architecture Search    Zhenhong Sun, Ming Lin, Xiuyu Sun, Zhiyu Tan, Rong Jin arXiv_CV arXiv_CV  NAS  Zero-Shot  Pose  Detection  Object_Detection  Inference  PDF
• 2021-11-25 Near-Zero-Shot Suggestion Mining with a Little Help from WordNet    Anton Alekseev, Elena Tutubalina, Sejeong Kwon, Sergey Nikolenko arXiv_CL arXiv_CL  Zero-Shot  Review  Pose  Quantitative  Classification  Prediction  PDF
• 2021-11-25 ML-Decoder: Scalable and Versatile Classification Head    Tal Ridnik, Gilad Sharir, Avi Ben-Cohen, Emanuel Ben-Baruch, Asaf Noy arXiv_CV arXiv_CV  Zero-Shot  Classification  Attention  PDF
• 2021-11-25 Amortized Prompt: Lightweight Fine-Tuning for CLIP in Domain Generalization    Xin Zhang, Yusuke Iwasawa, Yutaka Matsuo, Shixiang Shane Gu arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Pose  Classification  Image_Classification  Inference  PDF
• 2021-11-24 ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval    Hao Ren, Ziqiang Zheng, Yang Wu, Hong Lu, Yang Yang, Sai-Kit Yeung arXiv_CV arXiv_CV  Zero-Shot  Sketch  Image_Retrieval  Knowledge  Pose  PDF
• 2021-11-24 Universal Captioner: Long-Tail Vision-and-Language Model Training through Content-Style Separation    Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Pose  Caption  Language_Model  PDF
• 2021-11-24 N'UWA: Visual Synthesis Pre-training for Neural visUal World creAtion    Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang, Nan Duan arXiv_AI arXiv_AI  Transformer  3D  Zero-Shot  Video_Prediction  Pose  Attention  Prediction  PDF
• 2021-11-24 Scaling Up Vision-Language Pre-training for Image Captioning    Xiaowei Hu, Zhe Gan, Jianfeng Wang, Zhengyuan Yang, Zicheng Liu, Yumao Lu, Lijuan Wang arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  Caption  PDF
• 2021-11-23 CL-NERIL: A Cross-Lingual Model for NER in Indian Languages    Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Zero-Shot  Pose  Prediction  PDF
• 2021-11-22 Zero-Shot Open-Book Question Answering    Sia Gholami, Mehdi Noori arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  Language_Model  QA  PDF
• 2021-11-22 Florence: A New Foundation Model for Computer Vision    Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Recognition  Zero-Shot  Pose  Action_Recognition  Action  Classification  Detection  VQA  Few-Shot  Object_Detection  Caption  QA  Video_Retrieval  PDF
• 2021-11-22 Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021    Daria Bakshandaeva, Denis Dimitrov, Alex Shonenkov, Mark Potanin, Vladimir Arkhipkin, Denis Karachev, Vera Davydova, Anton Voronov, Mikhail Martynov, Natalia Semenova, Mikhail Stepnov, Elena Tutubalina, Andrey Chertok, Aleksandr Petiushko arXiv_AI arXiv_AI  Recognition  Zero-Shot  Pose  Detection  VQA  Object_Detection  PDF
• 2021-11-21 TraVLR: Now You See It, Now You Don't! Evaluating Cross-Modal Transfer of Visio-Linguistic Reasoning    Keng Ji Chow, Samson Tan, Min-Yen Kan arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Pose  Relation  PDF
• 2021-11-20 Representing Prior Knowledge Using Randomly, Weighted Feature Networks for Visual Relationship Detection    Jinyung Hong, Theodore P. Pavlic arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Detection  Relation  Visual_Relation  PDF
• 2021-11-19 Zero-Shot Certified Defense against Adversarial Patches with Vision Transformers    Yuheng Huang, Yuanchun Li arXiv_AI arXiv_AI  Transformer  Zero-Shot  Adversarial  Pose  Attention  Inference  Prediction  PDF
• 2021-11-19 Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions    Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo arXiv_CV arXiv_CV  Transformer  Embedding  Super_Resolution  Zero-Shot  Pose  Action  Video_Retrieval  PDF
• 2021-11-19 Combined Scaling for Zero-shot Transfer Learning    Hieu Pham, Zihang Dai, Golnaz Ghiasi, Hanxiao Liu, Adams Wei Yu, Minh-Thang Luong, Mingxing Tan, Quoc V. Le arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Sketch  Pose  Contrastive_Learning  PDF
• 2021-11-18 Visual Goal-Directed Meta-Learning with Contextual Planning Networks    Corban G. Rivera, David A Handelman arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2021-11-18 Simple but Effective: CLIP Embeddings for Embodied AI    Apoorv Khandelwal, Luca Weihs, Roozbeh Mottaghi, Aniruddha Kembhavi arXiv_CV arXiv_CV  Embedding  Zero-Shot  Classification  Detection  Caption  PDF
• 2021-11-18 DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing    Pengcheng He, Jianfeng Gao, Weizhu Chen arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Pose  Detection  Inference  Language_Model  PDF
• 2021-11-18 Towards Open Vocabulary Object Detection without Human-provided Bounding Boxes    Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong arXiv_CV arXiv_CV  Zero-Shot  Pose  Detection  Object_Detection  Language_Model  PDF
• 2021-11-17 Temporally Consistent Online Depth Estimation in Dynamic Scenes    Zhaoshuo Li, Wei Ye, Dilin Wang, Francis X. Creighton, Russell H. Taylor, Ganesh Venkatesh, Mathias Unberath arXiv_CV arXiv_CV  Zero-Shot  Pose  Quantitative  Attention  Medical  Prediction  PDF
• 2021-11-17 Induce, Edit, Retrieve:Language Grounded Multimodal Schema for Instructional Video Retrieval    Yue Yang, Joongwon Kim, Artemis Panagopoulou, Mark Yatskar, Chris Callison-Burch arXiv_CV arXiv_CV  Zero-Shot  Pose  Language_Model  Video_Retrieval  PDF
• 2021-11-17 IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Shot Network Quantization    Yunshan Zhong, Mingbao Lin, Gongrui Nan, Jianzhuang Liu, Baochang Zhang, Yonghong Tian, Rongrong Ji arXiv_CV arXiv_CV  Quantization  Zero-Shot  Pose  PDF
• 2021-11-17 Cross-lingual Low Resource Speaker Adaptation Using Phonological Features    Georgia Maniati, Nikolaos Ellinas, Konstantinos Markopoulos, Georgios Vamvoukakis, June Sig Sung, Hyoungmin Park, Aimilios Chalamandaris, Pirros Tsiakoulis arXiv_CL arXiv_CL  Zero-Shot  Speech  Pose  Few-Shot  PDF
• 2021-11-16 Zero-shot Singing Technique Conversion    Brendan O'Connor, Simon Dixon, George Fazekas arXiv_SD arXiv_SD  Zero-Shot  Pose  PDF
• 2021-11-16 Solving Linear Algebra by Program Synthesis    Iddo Drori, Nakul Verma arXiv_CL arXiv_CL  Zero-Shot  Quantitative  PDF
• 2021-11-15 CoLLIE: Continual Learning of Language Grounding from Language-Image Embeddings    Gabriel Skantze, Bram Willemsen arXiv_CL arXiv_CL  Embedding  Zero-Shot  Few-Shot  PDF
• 2021-11-15 LiT: Zero-Shot Transfer with Locked-image Text Tuning    Xiaohua Zhai, Xiao Wang, Basil Mustafa, Andreas Steiner, Daniel Keysers, Alexander Kolesnikov, Lucas Beyer arXiv_CV arXiv_CV  Transformer  Unsupervised  Zero-Shot  Pose  Classification  Image_Classification  PDF
• 2021-11-15 Zero-Shot Learning in Named-Entity Recognition with External Knowledge    Nguyen Van Hoang, Soeren Hougaard Mulvad, Dexter Neo Yuan Rong, Yang Yue arXiv_AI arXiv_AI  Embedding  Recognition  Zero-Shot  Knowledge  Pose  Few-Shot  PDF
• 2021-11-15 Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning    Dwarikanath Mahapatra arXiv_CV arXiv_CV  Zero-Shot  Self-Supervised  Pose  GAN  PDF
• 2021-11-13 Full-attention based Neural Architecture Search using Context Auto-regression    Yuan Zhou, Haiyang Wang, Shuwei Huo, Boyu Wang arXiv_CV arXiv_CV  NAS  Recognition  Zero-Shot  Image_Retrieval  Self-Supervised  Pose  Classification  Attention  Image_Classification  PDF
• 2021-11-13 GraphPrompt: Biomedical Entity Normalization Using Graph-based Prompt Templates    Jiayou Zhang, Zhirui Wang, Shizhuo Zhang, Megh Manoj Bhalerao, Yucong Liu, Dawei Zhu, Sheng Wang arXiv_AI arXiv_AI  Zero-Shot  Pose  Few-Shot  Medical  PDF
• 2021-11-12 Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding    Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi arXiv_CL arXiv_CL  Embedding  Zero-Shot  Represenation_Learning  Deep_Learning  Medical  PDF
• 2021-11-11 The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos    Runtao Liu, Zhirong Wu, Stella X. Yu, Stephen Lin arXiv_CV arXiv_CV  Segmentation  Tracking  Unsupervised  Zero-Shot  Contrastive_Learning  Optical_Flow  PDF
• 2021-11-11 Distilling Motion Planner Augmented Policies into Visual Control Policies for Robot Manipulation    I-Chun Arthur Liu, Shagun Uppal, Gaurav S. Sukhatme, Joseph J. Lim, Peter Englert, Youngwoon Lee arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2021-11-10 Scaling ASR Improves Zero and Few Shot Learning    Alex Xiao, Weiyi Zheng, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed arXiv_CL arXiv_CL  Recognition  Zero-Shot  Optimization  Sparse  Speech  Pose  Few-Shot  Speech_Recognition  PDF
• 2021-11-10 Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding    Qianying Liu, Fei Cheng, Sadao Kurohashi arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  Inference  PDF
• 2021-11-09 FILIP: Fine-grained Interactive Language-Image Pre-Training    Lewei Yao, Runhui Huang, Lu Hou, Guansong Lu, Minzhe Niu, Hang Xu, Xiaodan Liang, Zhenguo Li, Xin Jiang, Chunjing Xu arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Action  Classification  Attention  Image_Classification  Inference  PDF
• 2021-11-09 Reason first, then respond: Modular Generation for Knowledge-infused Dialogue    Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Face  Language_Model  QA  PDF
• 2021-11-07 Cross-modal Zero-shot Hashing by Label Attributes Embedding    Runmin Wang, Guoxian Yu, Lei Liu, Lizhen Cui, Carlotta Domeniconi, Xiangliang Zhang arXiv_AI arXiv_AI  Embedding  Zero-Shot  Knowledge  Action  Language_Model  PDF
• 2021-11-06 Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling    Renrui Zhang, Rongyao Fang, Peng Gao, Wei Zhang, Kunchang Li, Jifeng Dai, Yu Qiao, Hongsheng Li arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  Few-Shot  Language_Model  PDF
• 2021-11-06 SIG-VC: A Speaker Information Guided Zero-shot Voice Conversion System for Both Human Beings and Machines    Zhang Haozhe, Cai Zexin, Qin Xiaoyi, Li Ming arXiv_AI arXiv_AI  Zero-Shot  Speech  Pose  Attention  PDF
• 2021-11-04 Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning    Dhruv Shah, Peng Xu, Yao Lu, Ted Xiao, Alexander Toshev, Sergey Levine, Brian Ichter arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  Action  PDF
• 2021-11-04 A System for General In-Hand Object Re-Orientation    Tao Chen, Jie Xu, Pulkit Agrawal arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2021-11-03 An Entropy-guided Reinforced Partial Convolutional Network for Zero-Shot Learning    Yun Li, Zhe Liu, Lina Yao, Xianzhi Wang, Julian McAuley, Xiaojun Chang arXiv_CV arXiv_CV  Zero-Shot  Optimization  Knowledge  Pose  Relation  CNN  PDF
• 2021-11-03 Dual Progressive Prototype Network for Generalized Zero-Shot Learning    Chaoqun Wang, Shaobo Min, Xuejin Chen, Xiaoyan Sun, Houqiang Li arXiv_CV arXiv_CV  Zero-Shot  PDF
• 2021-11-02 Zero-Shot Translation using Diffusion Models    Eliya Nachmani, Shaked Dovrat arXiv_CL arXiv_CL  Zero-Shot  NMT  Denoising  PDF
• 2021-10-31 A Systematic Investigation of Commonsense Understanding in Large Language Models    Xiang Lorraine Li, Adhi Kuncoro, Cyprien de Masson d'Autume, Phil Blunsom, Aida Nematzadeh arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Few-Shot  Language_Model  PDF
• 2021-10-29 MetaICL: Learning to Learn In Context    Sewon Min, Mike Lewis, Luke Zettlemoyer, Hannaneh Hajishirzi arXiv_AI arXiv_AI  Zero-Shot  Classification  Detection  Few-Shot  Inference  Language_Model  PDF
• 2021-10-28 Neural Disparity Refinement for Arbitrary Resolution Stereo    Filippo Aleotti, Fabio Tosi, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano arXiv_CV arXiv_CV  3D  Zero-Shot  Matching  PDF
• 2021-10-27 When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer    Ameet Deshpande, Partha Talukdar, Karthik Narasimhan arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Relation  Language_Model  PDF
• 2021-10-27 Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations    Hyeong-Seok Choi, Juheon Lee, Wansoo Kim, Jie Hwan Lee, Hoon Heo, Kyogu Lee arXiv_AI arXiv_AI  Reconstruction  Zero-Shot  Speech  Self-Supervised  Pose  PDF
• 2021-10-27 Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning    Shijun Wang, Dimche Kostadinov, Damian Borth arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-27 Beyond Classification: Knowledge Distillation using Multi-Object Impressions    Gaurav Kumar Nayak, Monish Keswani, Sharan Seshadri, Anirban Chakraborty arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  Detection  Object_Detection  PDF
• 2021-10-26 Zero-Shot Action Recognition from Diverse Object-Scene Compositions    Carlo Bretti, Pascal Mettes arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Pose  Action_Recognition  Action  Matching  PDF
• 2021-10-25 Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs    Monisha Jegadeesan, Sachin Kumar, John Wieting, Yulia Tsvetkov arXiv_CL arXiv_CL  Embedding  Unsupervised  Zero-Shot  PDF
• 2021-10-25 Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection    Ta-Chung Chi, Alexander I. Rudnicky arXiv_CL arXiv_CL  Zero-Shot  Self-Supervised  Pose  PDF
• 2021-10-24 Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models    José Carlos Rosales Núñez, Guillaume Wisniewski, Djamé Seddah arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2021-10-24 Image-Based CLIP-Guided Essence Transfer    Hila Chefer, Sagie Benaim, Roni Paiss, Lior Wolf arXiv_CV arXiv_CV  Zero-Shot  Optimization  Classification  GAN  Caption  PDF
• 2021-10-22 Logical Activation Functions: Logit-space equivalents of Boolean Operators    Scott C. Lowe, Robert Earle, Jason d'Eon, Thomas Trappenberg, Sageev Oore arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Classification  Image_Classification  PDF
• 2021-10-22 AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit Representations    Simon Giebenhain, Bastian Goldlücke arXiv_AI arXiv_AI  Reconstruction  Point_Cloud  3D  Zero-Shot  Sparse  Attention  PDF
• 2021-10-21 Wav2CLIP: Learning Robust Audio Representations From CLIP    Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello arXiv_SD arXiv_SD  Embedding  Zero-Shot  Represenation_Learning  Pose  Classification  PDF
• 2021-10-21 MixNorm: Test-Time Adaptation Through Online Normalization Estimation    Xuefeng Hu, Gokhan Uzunbas, Sirius Chen, Rui Wang, Ashish Shah, Ram Nevatia, Ser-Nam Lim arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Pose  Classification  PDF
• 2021-10-21 StyleAlign: Analysis and Applications of Aligned StyleGAN Models    Zongze Wu, Yotam Nitzan, Eli Shechtman, Dani Lischinski arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Face  Quantitative  GAN  PDF
• 2021-10-21 CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP    Andreas Fürst, Elisabeth Rumetshofer, Viet Tran, Hubert Ramsauer, Fei Tang, Johannes Lehner, David Kreil, Michael Kopp, Günter Klambauer, Angela Bitto-Nemling, Sepp Hochreiter arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Zero-Shot  Self-Supervised  Contrastive_Learning  Relation  Caption  PDF
• 2021-10-21 Controllable and Compositional Generation with Latent-Space Energy-Based Models    Weili Nie, Arash Vahdat, Anima Anandkumar arXiv_AI arXiv_AI  Zero-Shot  Pose  GAN  PDF
• 2021-10-20 Continual Learning in Multilingual NMT via Language-Specific Embeddings    Alexandre Berard arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Pose  NMT  PDF
• 2021-10-20 Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction    Shubhanshu Mishra, Aria Haghighi arXiv_CL arXiv_CL  Transfer_Learning  Bert  Sentiment_Classification  Zero-Shot  Classification  Sentiment  Language_Model  Prediction  PDF
• 2021-10-19 Incorporating Rich Social Interactions Into MDPs    Ravi Tejwani, Yen-Ling Kuo, Tianmin Shu, Bennett Stankovits, Dan Gutfreund, Joshua B. Tenenbaum, Boris Katz, Andrei Barbu arXiv_RO arXiv_RO  Zero-Shot  Action  PDF
• 2021-10-19 CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents    Sam Powers, Eliot Xing, Eric Kolve, Roozbeh Mottaghi, Abhinav Gupta arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  PDF
• 2021-10-18 Discovering and Achieving Goals via World Models    Russell Mendonca, Oleh Rybkin, Kostas Daniilidis, Danijar Hafner, Deepak Pathak arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  PDF
• 2021-10-18 Learning multiplane images from single views with self-supervision    Gustavo Sutter P. Carvalho, Diogo C. Luvizon, Antonio Joia, Andre G. C. Pacheco, Otavio A. B. Penatti arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  PDF
• 2021-10-18 Towards General Deep Leakage in Federated Learning    Jiahui Geng, Yongli Mou, Feifei Li, Qing Li, Oya Beyan, Stefan Decker, Chunming Rong arXiv_AI arXiv_AI  Reconstruction  Restoration  Zero-Shot  Pose  Relation  PDF
• 2021-10-17 Illiterate DALL$cdot$E Learns to Compose    Gautam Singh, Fei Deng, Sungjin Ahn arXiv_CV arXiv_CV  Zero-Shot  Pose  Action  Attention  PDF
• 2021-10-16 Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation    Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei arXiv_CL arXiv_CL  Embedding  Unsupervised  Zero-Shot  NMT  PDF
• 2021-10-16 Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing    Haoyue Shi, Kevin Gimpel, Karen Livescu arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2021-10-16 PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization    Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan arXiv_CL arXiv_CL  Zero-Shot  Salient  Pose  Few-Shot  Attention  Summarization  PDF
• 2021-10-16 A Good Prompt Is Worth Millions of Parameters? Low-resource Prompt-based Learning for Vision-Language Models    Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  Pose  VQA  Few-Shot  GAN  Caption  Inference  Language_Model  QA  PDF
• 2021-10-16 Leveraging Knowledge in Multilingual Commonsense Reasoning    Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  Attention  Language_Model  QA  PDF
• 2021-10-16 Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages    C.M. Downey, Shannon Drizin, Levon Haroutunian, Shivin Thukral arXiv_CL arXiv_CL  Segmentation  Unsupervised  Zero-Shot  Sparse  Pose  Language_Model  PDF
• 2021-10-15 On The Ingredients of an Effective Zero-shot Semantic Parser    Pengcheng Yin, John Wieting, Avirup Sil, Graham Neubig arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2021-10-15 Boosting coherence of language models    Nikolay Malkin, Zhen Wang, Nebojsa Jojic arXiv_CL arXiv_CL  Zero-Shot  Pose  Inference  Language_Model  Prediction  PDF
• 2021-10-15 Multitask Prompted Training Enables Zero-Shot Task Generalization    Victor Sanh, Albert Webson, Colin Raffel, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Teven Le Scao, Arun Raja, Manan Dey, M Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal Nayak, Debajyoti Datta, Jonathan Chang, Mike Tian-Jian Jiang, Han Wang, Matteo Manica, Sheng Shen, Zheng Xin Yong, Harshit Pandey, Rachel Bawden, Thomas Wang, Trishala Neeraj, Jos Rozen, Abheesht Sharma, Andrea Santilli, Thibault Fevry, Jason Alan Fries, Ryan Teehan, Stella Biderman, Leo Gao, Tali Bers, Thomas Wolf, Alexander M. Rush arXiv_CL arXiv_CL  Zero-Shot  Language_Model  PDF
• 2021-10-15 Kronecker Decomposition for GPT Compression    Ali Edalati, Marzieh Tahaei, Ahmad Rashid, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh arXiv_CL arXiv_CL  Transformer  Zero-Shot  Knowledge  Pose  Few-Shot  Attention  Language_Model  PDF
• 2021-10-15 A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification    Sosuke Nishikawa, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Text_Classification  Pose  Classification  Language_Model  PDF
• 2021-10-14 CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training    Patrick Huber, Armen Aghajanyan, Barlas Oğuz, Dmytro Okhonko, Wen-tau Yih, Sonal Gupta, Xilun Chen arXiv_CL arXiv_CL  Zero-Shot  Pose  Language_Model  QA  PDF
• 2021-10-14 Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations    Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul N. Bennett arXiv_CL arXiv_CL  Embedding  Zero-Shot  Represenation_Learning  Adversarial  Pose  Matching  PDF
• 2021-10-14 Delphi: Towards Machine Ethics and Norms    Liwei Jiang, Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Maxwell Forbes, Jon Borchardt, Jenny Liang, Oren Etzioni, Maarten Sap, Yejin Choi arXiv_CL arXiv_CL  Zero-Shot  Action  Deep_Learning  Language_Model  PDF
• 2021-10-14 Composable Sparse Fine-Tuning for Cross-Lingual Transfer    Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulić arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Sparse  Knowledge  Pose  Face  Inference  Language_Model  PDF
• 2021-10-14 Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding    Sijia Wang, Mo Yu, Shiyu Chang, Lichao Sun, Lifu Huang arXiv_AI arXiv_AI  Zero-Shot  Pose  Action  Classification  Relation  Attention  PDF
• 2021-10-14 Solving Aspect Category Sentiment Analysis as a Text Generation Task    Jian Liu, Zhiyang Teng, Leyang Cui, Hanmeng Liu, Yue Zhang arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Sentiment  Few-Shot  Attention  Text_Generation  Language_Model  PDF
• 2021-10-14 Region Semantically Aligned Network for Zero-Shot Learning    Ziyang Wang, Yunhao Gou, Jingjing Li, Yu Zhang, Yang Yang arXiv_CV arXiv_CV  Embedding  Recognition  Zero-Shot  Knowledge  Pose  PDF
• 2021-10-13 Block Contextual MDPs for Continual Learning    Shagun Sodhani, Franziska Meier, Joelle Pineau, Amy Zhang arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2021-10-13 SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems    Harrison Lee, Raghav Gupta, Abhinav Rastogi, Yuan Cao, Bin Zhang, Yonghui Wu arXiv_CL arXiv_CL  Tracking  Zero-Shot  Few-Shot  PDF
• 2021-10-13 EventBERT: A Pre-Trained Model for Event Correlation Reasoning    Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang arXiv_CL arXiv_CL  Unsupervised  Bert  Zero-Shot  Knowledge  Pose  Relation  PDF
• 2021-10-11 Unsupervised Neural Machine Translation with Generative Language Models Only    Jesse Michael Han, Igor Babuschkin, Harrison Edwards, Arvind Neelakantan, Tao Xu, Stanislas Polu, Alex Ray, Pranav Shyam, Aditya Ramesh, Alec Radford, Ilya Sutskever arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Few-Shot  Language_Model  PDF
• 2021-10-11 Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm    Yangguang Li, Feng Liang, Lichen Zhao, Yufeng Cui, Wanli Ouyang, Jing Shao, Fengwei Yu, Junjie Yan arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Attention  PDF
• 2021-10-11 Learning High-Speed Flight in the Wild    Antonio Loquercio, Elia Kaufmann, René Ranftl, Matthias Müller, Vladlen Koltun, Davide Scaramuzza arXiv_RO arXiv_RO  Zero-Shot  Pose  CNN  Autonomous  PDF
• 2021-10-11 Cross Domain Emotion Recognition using Few Shot Knowledge Transfer    Justin Olah, Sabyasachee Baruah, Digbalay Bose, Shrikanth Narayanan arXiv_CL arXiv_CL  Embedding  Recognition  Zero-Shot  Knowledge  Emotion  Few-Shot  PDF
• 2021-10-10 Yuan 1.0: Large-Scale Pre-trained Language Model in Zero-Shot and Few-Shot Learning    Shaohua Wu, Xudong Zhao, Tong Yu, Rongguo Zhang, Chong Shen, Hongli Liu, Feng Li, Hong Zhu, Jiangang Luo, Liang Xu, Xuanwei Zhang, Jun Liu arXiv_AI arXiv_AI  Zero-Shot  Pose  Few-Shot  Language_Model  PDF
• 2021-10-09 On the Relation between Syntactic Divergence and Zero-Shot Performance    Ofir Arviv, Dmitry Nikolaev, Taelin Karidi, Omri Abend arXiv_CL arXiv_CL  Zero-Shot  Action  Relation  Relation_Extraction  PDF
• 2021-10-09 Vector-quantized Image Modeling with Improved VQGAN    Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Transfer_Learning  Zero-Shot  Represenation_Learning  Pose  Few-Shot  GAN  Language_Model  Prediction  PDF
• 2021-10-09 Learning Single/Multi-Attribute of Object with Symmetry and Group    Yong-Lu Li, Yue Xu, Xinyu Xu, Xiaohan Mao, Cewu Lu arXiv_AI arXiv_AI  Zero-Shot  Pose  Relation  PDF
• 2021-10-09 CLIP-Adapter: Better Vision-Language Models with Feature Adapters    Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao arXiv_CV arXiv_CV  Zero-Shot  Optimization  Represenation_Learning  Pose  Classification  Few-Shot  Language_Model  Prediction  PDF
• 2021-10-09 ZSpeedL -- Evaluating the Performance of Zero-Shot Learning Methods using Low-Power Devices    Cristiano Patrício, João Neves arXiv_CV arXiv_CV  Recognition  Zero-Shot  Action  Inference  PDF
• 2021-10-08 Learning to Centralize Dual-Arm Assembly    Marvin Alles, Elie Aljalbout arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Sparse  Action  PDF
• 2021-10-07 Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling    Liwen Wang, Xuefeng Li, Jiachi Liu, Keqing He, Yuanmeng Yan, Weiran Xu arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  Contrastive_Learning  PDF
• 2021-10-07 Situated Dialogue Learning through Procedural Environment Generation    Prithviraj Ammanabrolu, Renee Jia, Mark O. Riedl arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2021-10-06 Cut the CARP: Fishing for zero-shot story evaluation    Shahbuland Matiana, JR Smith, Ryan Teehan, Louis Castricato, Stella Biderman, Leo Gao, Spencer Frazier arXiv_CL arXiv_CL  Zero-Shot  Review  Pose  Contrastive_Learning  Quantitative  Relation  Text_Generation  Language_Model  PDF
• 2021-10-06 Weak Novel Categories without Tears: A Survey on Weak-Shot Learning    Li Niu arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Zero-Shot  Survey  Classification  Deep_Learning  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2021-10-06 CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation    Aditya Sanghi, Hang Chu, Joseph G. Lambourne, Ye Wang, Chin-Yi Cheng, Marco Fumero arXiv_AI arXiv_AI  Zero-Shot  Optimization  Inference  PDF
• 2021-10-06 Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning    Seanie Lee, Hae Beom Lee, Juho Lee, Sung Ju Hwang arXiv_CL arXiv_CL  Zero-Shot  Optimization  Knowledge  Pose  PDF
• 2021-10-06 Replay-Guided Adversarial Environment Design    Minqi Jiang, Michael Dennis, Jack Parker-Holder, Jakob Foerster, Edward Grefenstette, Tim Rocktäschel arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Zero-Shot  Adversarial  Self-Supervised  PDF
• 2021-10-05 Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance    Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury arXiv_AI arXiv_AI  Zero-Shot  Pose  Few-Shot  Inference  Language_Model  PDF
• 2021-10-05 Multi-Objective Few-shot Learning for Fair Classification    Ishani Mondal, Procheta Sen, Debasis Ganguly arXiv_CL arXiv_CL  Zero-Shot  Pose  Classification  Few-Shot  PDF
• 2021-10-04 Perhaps PTLMs Should Go to School -- A Task to Assess Open Book and Closed Book QA    Manuel R. Ciosici, Joe Cecil, Alex Hedges, Dong-Ho Lee, Marjorie Freedman, Ralph Weischedel arXiv_AI arXiv_AI  Zero-Shot  Review  Pose  Language_Model  QA  PDF
• 2021-10-03 Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement    Shen Zheng, Gaurav Gupta arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Enhancement  Zero-Shot  Pose  Image_Enhancement  Action  Quantitative  Detection  PDF
• 2021-10-02 Implicit and Explicit Attention for Zero-Shot Learning    Faisal Alamri, Anjan Dutta arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  Self-Supervised  Pose  Attention  PDF
• 2021-10-02 Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages    Chenyang Li, Gongxu Luo arXiv_AI arXiv_AI  Zero-Shot  Pose  NMT  PDF
• 2021-10-02 OSCAR: Data-Driven Operational Space Control for Adaptive and Robust Robot Manipulation    Josiah Wong, Viktor Makoviychuk, Anima Anandkumar, Yuke Zhu arXiv_AI arXiv_AI  Zero-Shot  Pose  Action  PDF
• 2021-10-01 Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English with Transfer Learning    Toshiko Shibano (1), Xinyi Zhang (1), Mia Taige Li (1), Haejin Cho (1), Peter Sullivan (1), Muhammad Abdul-Mageed (1) ((1) University of British Columbia) arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Zero-Shot  Speech  Speech_Recognition  Language_Model  PDF
• 2021-10-01 Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing    Necva Bölücü, Burcu Can arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  Summarization  PDF
• 2021-09-30 HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning    Shiming Chen, Guo-Sen Xie, Qinmu Peng, Yang Liu, Baigui Sun, Hao Li, Xinge You, Ling Shao arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Adversarial  Pose  Prediction  PDF
• 2021-09-30 Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach    Rolandos Alexandros Potamias, Giorgos Bouritsas, Stefanos Zafeiriou arXiv_CV arXiv_CV  Point_Cloud  3D  Zero-Shot  Optimization  Salient  Pose  PDF
• 2021-09-29 Fine-Grained Zero-Shot Learning with DNA as Side Information    Sarkhan Badirli, Zeynep Akata, George Mohler, Christine Picard, Murat Dundar arXiv_CV arXiv_CV  Zero-Shot  Classification  GAN  PDF
• 2021-09-28 VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding    Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze Luke Zettlemoyer Christoph Feichtenhofer arXiv_CV arXiv_CV  Transformer  Segmentation  Zero-Shot  Action_Localization  Action  QA  Video_Retrieval  PDF
• 2021-09-28 Single-dataset Experts for Multi-dataset Question Answering    Dan Friedman, Ben Dodge, Danqi Chen arXiv_CL arXiv_CL  Transformer  Zero-Shot  Few-Shot  PDF
• 2021-09-28 Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking    Nikita Moghe, Mark Steedman, Alexandra Birch arXiv_CL arXiv_CL  Tracking  Transfer_Learning  Zero-Shot  PDF
• 2021-09-27 Rumour Detection via Zero-shot Cross-lingual Transfer Learning    Lin Tian, Xiuzhen Zhang, Jey Han Lau arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Pose  Detection  Language_Model  PDF
• 2021-09-25 Language Model Priming for Cross-Lingual Event Extraction    Steven Fincke, Shantanu Agarwal, Scott Miller, Elizabeth Boschee arXiv_CL arXiv_CL  Transformer  Zero-Shot  Sparse  Action  Classification  Detection  Language_Model  PDF
• 2021-09-24 ZSD-YOLO: Zero-Shot YOLO Detection using Vision-Language KnowledgeDistillation    Johnathan Xie, Shuai Zheng arXiv_CV arXiv_CV  Embedding  Zero-Shot  Sparse  Knowledge  Detection  Object_Detection  Inference  Prediction  PDF
• 2021-09-24 CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models    Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun arXiv_CV arXiv_CV  Zero-Shot  Few-Shot  Language_Model  PDF
• 2021-09-23 Simple and Effective Zero-shot Cross-lingual Phoneme Recognition    Qiantong Xu, Alexei Baevski, Michael Auli arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Recognition  Zero-Shot  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-09-23 Zero-Shot Information Extraction as a Unified Text-to-Triple Translation    Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Action  Classification  Relation  Language_Model  PDF
• 2021-09-22 Recursively Summarizing Books with Human Feedback    Jeff Wu, Long Ouyang, Daniel M. Ziegler, Nissan Stiennon, Ryan Lowe, Jan Leike, Paul Christiano arXiv_AI arXiv_AI  Zero-Shot  Summarization  Inference  QA  Matching  PDF
• 2021-09-22 Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data    Dheeraj Mekala, Varun Gangal, Jingbo Shang arXiv_CL arXiv_CL  Zero-Shot  Text_Classification  Regularization  Pose  Face  Classification  Language_Model  PDF
• 2021-09-22 NudgeSeg: Zero-Shot Object Segmentation by Repeated Physical Interaction    Chahat Deep Singh, Nitin J. Sanket, Chethan M. Parameshwara, Cornelia Fermüller, Yiannis Aloimonos arXiv_CV arXiv_CV  Segmentation  Recognition  Zero-Shot  Action  Detection  Matching  PDF
• 2021-09-21 Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents    Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat arXiv_CL arXiv_CL  Zero-Shot  NMT  PDF
• 2021-09-21 Demonstration-Efficient Guided Policy Search via Imitation of Robust Tube MPC    Andrea Tagliabue, Dong-Ki Kim, Michael Everett, Jonathan P. How arXiv_RO arXiv_RO  Tracking  Zero-Shot  Pose  PDF
• 2021-09-20 On Generalization in Coreference Resolution    Shubham Toshniwal, Patrick Xia, Sam Wiseman, Karen Livescu, Kevin Gimpel arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2021-09-19 Preventing Author Profiling through Zero-Shot Multilingual Back-Translation    David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow arXiv_CL arXiv_CL  Style_Transfer  Zero-Shot  Adversarial  Pose  Prediction  PDF
• 2021-09-18 Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems    Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Knowledge  Pose  Detection  Few-Shot  Object_Detection  PDF
• 2021-09-17 RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering    Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2021-09-17 Slot Filling for Biomedical Information Extraction    Yannis Papanikolaou, Francine Bennett arXiv_CL arXiv_CL  Transformer  Recognition  Zero-Shot  Knowledge  Pose  Action  Relation  Relation_Extraction  Medical  PDF
• 2021-09-17 Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules    Forough Arabshahi, Jennifer Lee, Antoine Bosselut, Yejin Choi, Tom Mitchell arXiv_AI arXiv_AI  Transformer  Zero-Shot  Knowledge  Pose  Face  Action  PDF
• 2021-09-17 ActionCLIP: A New Paradigm for Video Action Recognition    Mengmeng Wang, Jiazheng Xing, Yong Liu arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Action_Recognition  Action  Few-Shot  Matching  PDF
• 2021-09-16 Revisiting Tri-training of Dependency Parsers    Joachim Wagner, Jennifer Foster arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  PDF
• 2021-09-16 Zero-Shot Open Information Extraction using Question Generation and Reading Comprehension    Himanshu Gupta, Amogh Badugu, Tamanna Agrawal, Himanshu Sharad Bhatt arXiv_CL arXiv_CL  Zero-Shot  Pose  Action  Relation  PDF
• 2021-09-16 Dynamics-Aware Quality-Diversity for Efficient Learning of Skill Repertoires    Bryan Lim, Luca Grillotti, Lorenzo Bernasconi, Antoine Cully arXiv_AI arXiv_AI  Zero-Shot  Pose  PDF
• 2021-09-16 Decentralized Control of Quadrotor Swarms with End-to-end Deep Reinforcement Learning    Sumeet Batra, Zhehui Huang, Aleksei Petrenko, Tushar Kumar, Artem Molchanov, Gaurav Sukhatme arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Drone  PDF
• 2021-09-15 Cross-lingual Transfer of Monolingual Models    Evangelia Gogoulou, Ariel Ekgren, Tim Isbister, Magnus Sahlgren arXiv_CL arXiv_CL  Zero-Shot  Knowledge  PDF
• 2021-09-15 End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs    Dinesh Raghu, Shantanu Agarwal, Sachindra Joshi, Mausam arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2021-09-15 Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images    Galadrielle Humblot-Renaux, Letizia Marchegiani, Thomas B. Moeslund, Rikke Gade arXiv_CV arXiv_CV  Segmentation  Zero-Shot  Pose  Autonomous  PDF
• 2021-09-15 Regressive Ensemble for Machine Translation Quality Evaluation    Michal Štefánik, Vít Novotný, Petr Sojka arXiv_CL arXiv_CL  Zero-Shot  Relation  PDF
• 2021-09-15 On the Universality of Deep COntextual Language Models    Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram arXiv_CL arXiv_CL  Bert  Zero-Shot  Survey  Language_Model  PDF
• 2021-09-14 Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction    Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, Benjamin Van Durme arXiv_CL arXiv_CL  Recognition  Zero-Shot  Speech  Action  PDF
• 2021-09-14 Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise    Noëmi Aepli, Rico Sennrich arXiv_CL arXiv_CL  Embedding  Zero-Shot  Face  PDF
• 2021-09-13 A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space    Alex Jones, William Yang Wang, Kyle Mahowald arXiv_AI arXiv_AI  Segmentation  Embedding  Bert  Zero-Shot  RNN  Language_Model  PDF
• 2021-09-13 xGQA: Cross-Lingual Visual Question Answering    Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulić, Iryna Gurevych arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  VQA  Language_Model  QA  PDF
• 2021-09-13 Task Guided Compositional Representation Learning for ZDA    Shuang Liu, Mete Ozay arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-09-13 Conditional MoCoGAN for Zero-Shot Video Generation    Shun Kimura, Kazuhiko Kawamoto arXiv_CV arXiv_CV  Zero-Shot  Adversarial  Pose  Action  GAN  PDF
• 2021-09-13 Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media    Shivam Raval, Hooman Sedghamiz, Enrico Santus, Tuka Alhanai, Mohammad Ghassemi, Emmanuele Chersoni arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  Pose  Action  Detection  Medical  PDF
• 2021-09-12 Learning to Navigate Sidewalks in Outdoor Environments    Maks Sorokin, Jie Tan, C. Karen Liu, Sehoon Ha arXiv_RO arXiv_RO  Zero-Shot  Pose  PDF
• 2021-09-12 Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration    Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Dacheng Yin, Yucheng Zhao, Wenjun Zeng arXiv_AI arXiv_AI  Transformer  Embedding  Zero-Shot  Speech  Pose  Prediction  PDF
• 2021-09-12 Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning    Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li arXiv_CL arXiv_CL  Zero-Shot  Pose  Language_Model  PDF
• 2021-09-11 Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework    Yaqing Wang, Haoda Chu, Chao Zhang, Jing Gao arXiv_CL arXiv_CL  Recognition  Zero-Shot  Pose  Few-Shot  Language_Model  PDF
• 2021-09-11 Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization    Yujian Gan, Xinyun Chen, Matthew Purver arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Prediction  PDF
• 2021-09-10 MURAL: Multimodal, Multitask Retrieval Across Languages    Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Caption  Matching  PDF
• 2021-09-10 Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models    Tassilo Klein, Moin Nabi arXiv_CL arXiv_CL  Zero-Shot  Self-Supervised  Pose  Relation  Language_Model  PDF
• 2021-09-10 Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes    Tomasz Limisiewicz, David Mareček arXiv_AI arXiv_AI  Embedding  Bert  Zero-Shot  Few-Shot  Language_Model  PDF
• 2021-09-10 Improving Multilingual Translation by Representation and Gradient Regularization    Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan arXiv_AI arXiv_AI  Zero-Shot  Regularization  Pose  NMT  Prediction  PDF
• 2021-09-10 Closing the Sim2Real Gap in Dynamic Cloth Manipulation    Julius Hietala, David Blanco-Mulero, Gokhan Alcan, Ville Kyrki arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2021-09-10 Genre as Weak Supervision for Cross-lingual Dependency Parsing    Max Müller-Eberstein, Rob van der Goot, Barbara Plank arXiv_CL arXiv_CL  Embedding  Unsupervised  Zero-Shot  Language_Model  PDF
• 2021-09-10 Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables    Weizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, Weihua Luo arXiv_CL arXiv_CL  Zero-Shot  Pose  NMT  Relation  Denoising  PDF
• 2021-09-10 Zero-Shot Dialogue State Tracking via Cross-Task Transfer    Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung arXiv_CL arXiv_CL  Transformer  Tracking  Transfer_Learning  Zero-Shot  Knowledge  Pose  Few-Shot  QA  PDF
• 2021-09-10 What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers    Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Donghyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, Suk Hyun Ko, Seokhun Kim, Taeyong Park, Jinuk Kim, Soyoung Kang, Na-Hyeon Ryu, Kang Min Yoo, Minsuk Chang, Soobin Suh, Sookyo In, Jinseong Park, Kyungduk Kim, Hiun Kim, Jisu Jeong, Yong Goo Yeo, Donghoon Ham, Dongju Park, Min Young Lee, Jaewook Kang, Inho Kang, Jung-Woo Ha, Woomyoung Park, Nako Sung arXiv_CL arXiv_CL  Transformer  Zero-Shot  Optimization  Face  Few-Shot  Language_Model  PDF
• 2021-09-09 Subword Mapping and Anchoring across Languages    Giorgos Vernikos, Andrei Popescu-Belis arXiv_CL arXiv_CL  Embedding  Unsupervised  Zero-Shot  Pose  Inference  PDF
• 2021-09-09 AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models    Harish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton, Aline Villavicencio arXiv_CL arXiv_CL  Zero-Shot  Few-Shot  Language_Model  PDF
• 2021-09-09 Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data    Massimo Nicosia, Zhongdi Qu, Yasemin Altun arXiv_AI arXiv_AI  Zero-Shot  Pose  Language_Model  PDF
• 2021-09-09 Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection    Thuy-Trang Vu, Xuanli He, Dinh Phung, Gholamreza Haffari arXiv_CL arXiv_CL  Unsupervised  Bert  Zero-Shot  Pose  Contrastive_Learning  NMT  PDF
• 2021-09-09 Fine-grained Data Distribution Alignment for Post-Training Quantization    Yunshan Zhong, Mingbao Lin, Mengzhao Chen, Ke Li, Yunhang Shen, Fei Chao, Yongjian Wu, Feiyue Huang, Rongrong Ji arXiv_CV arXiv_CV  Quantization  Zero-Shot  Pose  PDF
• 2021-09-09 Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning    Prasetya Ajie Utama, Nafise Sadat Moosavi, Victor Sanh, Iryna Gurevych arXiv_AI arXiv_AI  Zero-Shot  Regularization  Knowledge  Classification  Few-Shot  Inference  Language_Model  PDF
• 2021-09-08 Ensemble Fine-tuned mBERT for Translation Quality Estimation    Shaika Chowdhury, Naouel Baili, Brian Vannah arXiv_CL arXiv_CL  Bert  Zero-Shot  Pose  Relation  PDF
• 2021-09-08 A Recipe For Arbitrary Text Style Transfer with Large Language Models    Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei arXiv_CL arXiv_CL  Style_Transfer  Zero-Shot  Sentiment  Language_Model  PDF
• 2021-09-08 SORNet: Spatial Object-Centric Representations for Sequential Manipulation    Wentao Yuan, Chris Paxton, Karthik Desingh, Dieter Fox arXiv_CV arXiv_CV  Embedding  Zero-Shot  Pose  Action  Classification  Relation  PDF
• 2021-09-08 Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms    Sumedh A Sontakke, Sumegh Roychowdhury, Mausoom Sarkar, Nikaash Puri, Balaji Krishnamurthy, Laurent Itti arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Self-Supervised  Action  PDF
• 2021-09-08 Continuous Entailment Patterns for Lexical Inference in Context    Martin Schmitt, Hinrich Schütze arXiv_AI arXiv_AI  Zero-Shot  Self-Supervised  Few-Shot  Inference  Language_Model  PDF
• 2021-09-08 Open Aspect Target Sentiment Classification with Natural Language Prompts    Ronald Seoh, Ian Birle, Mrinal Tak, Haw-Shiuan Chang, Brian Pinette, Alfred Hough arXiv_CL arXiv_CL  Sentiment_Classification  Zero-Shot  Review  Pose  Classification  Sentiment  Few-Shot  PDF
• 2021-09-08 Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction    Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka, Ander Barrena, Eneko Agirre arXiv_CL arXiv_CL  Zero-Shot  Action  Relation  Few-Shot  Relation_Extraction  PDF
• 2021-09-08 NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction    Yi Sun, Yu Zheng, Chao Hao, Hangping Qiu arXiv_AI arXiv_AI  Bert  Zero-Shot  Few-Shot  Language_Model  Prediction  PDF
• 2021-09-07 Self-supervised Tumor Segmentation through Layer Decomposition    Xiaoman Zhang, Weidi Xie, Chaoqin Huang, Ya Zhang, Yanfeng Wang arXiv_CV arXiv_CV  Segmentation  Zero-Shot  Self-Supervised  Pose  PDF
• 2021-09-07 Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning    Shaoxiong Ji, Pekka Marttinen arXiv_CL arXiv_CL  Zero-Shot  Pose  Deep_Learning  Prediction  PDF
• 2021-09-07 Don't Go Far Off: An Empirical Study on Neural Poetry Translation    Tuhin Chakrabarty, Arkadiy Saakyan, Smaranda Muresan arXiv_CL arXiv_CL  Bert  Zero-Shot  PDF
• 2021-09-06 Zero-Shot Open Set Detection by Extending CLIP    Sepideh Esmaeilpour, Bing Liu, Eric Robertson, Lei Shu arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Represenation_Learning  Pose  Classification  Detection  PDF
• 2021-09-06 General-Purpose Question-Answering with Macaw    Oyvind Tafjord, Peter Clark arXiv_AI arXiv_AI  Zero-Shot  Pose  Language_Model  QA  PDF
• 2021-09-04 On the ability of monolingual models to learn language-agnostic representations    Leandro Rodrigues de Souza, Rodrigo Nogueira, Roberto Lotufo arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2021-09-04 Robust fine-tuning of zero-shot models    Mitchell Wortsman, Gabriel Ilharco, Mike Li, Jong Wook Kim, Hannaneh Hajishirzi, Ali Farhadi, Hongseok Namkoong, Ludwig Schmidt arXiv_CV arXiv_CV  Zero-Shot  Inference  Matching  PDF
• 2021-09-04 Semantics-Guided Contrastive Network for Zero-Shot Object detection    Caixia Yan, Xiaojun Chang, Minnan Luo, Huan Liu, Xiaoqin Zhang, Qinghua Zheng arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Contrastive_Learning  Detection  Object_Detection  PDF
• 2021-09-03 Finetuned Language Models Are Zero-Shot Learners    Jason Wei, Maarten Bosma, Vincent Y. Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M. Dai, Quoc V. Le arXiv_CL arXiv_CL  Zero-Shot  Few-Shot  Language_Model  QA  PDF
• 2021-09-03 Cross-Lingual Training with Dense Retrieval for Document Retrieval    Peng Shi, Rui Zhang, He Bai, Jimmy Lin arXiv_CL arXiv_CL  Bert  Zero-Shot  PDF
• 2021-09-02 Entity Linking and Discovery via Arborescence-based Supervised Clustering    Dhruv Agarwal, Rico Angell, Nicholas Monath, Andrew McCallum arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Medical  Inference  PDF
• 2021-09-02 Establishing Interlingua in Multilingual Language Models    Maksym Del, Mark Fishel arXiv_CL arXiv_CL  Bert  Zero-Shot  Relation  Language_Model  PDF
• 2021-09-02 Learning to Prompt for Vision-Language Models    Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu arXiv_AI arXiv_AI  Zero-Shot  Optimization  Represenation_Learning  Pose  Language_Model  PDF
• 2021-09-02 MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer    Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Pose  Classification  PDF
• 2021-09-02 Multi-Modal Zero-Shot Sign Language Recognition    Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  3D  Bert  Zero-Shot  RNN  Pose  Action  Detection  PDF
• 2021-09-02 ConQX: Semantic Expansion of Spoken Queries for Intent Detection based on Conditioned Text Generation    Eyup Halit Yilmaz, Cagri Toraman arXiv_AI arXiv_AI  Bert  Zero-Shot  Pose  Detection  Few-Shot  Text_Generation  Language_Model  PDF
• 2021-09-01 Discovering Representation Sprachbund For Multilingual Pre-Training    Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  PDF
• 2021-09-01 Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation    Liyan Xu, Xuchao Zhang, Xujiang Zhao, Haifeng Chen, Feng Chen, Jinho D. Choi arXiv_CL arXiv_CL  Recognition  Zero-Shot  Pose  Inference  Language_Model  PDF
• 2021-08-31 MergeBERT: Program Merge Conflict Resolution via Neural Transformers    Alexey Svyatkovskiy, Todd Mytcowicz, Negar Ghorbani, Sarah Fakhoury, Elizabeth Dinella, Christian Bird, Neel Sundaresan, Shuvendu Lahiri arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  Classification  PDF
• 2021-08-31 Robust Retrieval Augmented Generation for Zero-shot Slot Filling    Michael Glass, Gaetano Rossiello, Md Faisal Mahbub Chowdhury, Alfio Gliozzo arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Few-Shot  Language_Model  PDF
• 2021-08-31 mMARCO: A Multilingual Version of MS MARCO Passage Ranking Dataset    Luiz Henrique Bonifacio, Israel Campiotti, Roberto Lotufo, Rodrigo Nogueira arXiv_AI arXiv_AI  Zero-Shot  Deep_Learning  PDF
• 2021-08-31 Zero Shot on the Cold-Start Problem: Model-Agnostic Interest Learning for Recommender Systems    Philip J. Feng, Pingjun Pan, Tingting Zhou, Hongxiang Chen, Chuanjiang Luo arXiv_AI arXiv_AI  Reconstruction  Embedding  Zero-Shot  Pose  Action  Recommendation  PDF
• 2021-08-30 On the Multilingual Capabilities of Very Large-Scale English Language Models    Jordi Armengol-Estapé, Ona de Gibert Bonet, Maite Melero arXiv_AI arXiv_AI  Transformer  Zero-Shot  Pose  Few-Shot  Language_Model  PDF
• 2021-08-29 Zero-shot Natural Language Video Localization    Jinwoo Nam, Daechul Ahn, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi arXiv_AI arXiv_AI  Image_Caption  Unsupervised  Zero-Shot  Pose  Detection  Object_Detection  Caption  Activity  PDF
• 2021-08-29 Event Extraction as Natural Language Generation    I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng arXiv_AI arXiv_AI  Zero-Shot  Pose  Action  Classification  Few-Shot  Prediction  PDF
• 2021-08-27 SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation    Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Zero-Shot  Knowledge  Pose  Classification  Prediction  PDF
• 2021-08-26 A Realistic Study of Auto-regressive Language Models for Named Entity Typing and Recognition    Elena V. Epure, Romain Hennequin arXiv_CL arXiv_CL  Recognition  Zero-Shot  Pose  Few-Shot  Inference  Language_Model  PDF
• 2021-08-24 Field-Guide-Inspired Zero-Shot Learning    Utkarsh Mall, Bharath Hariharan, Kavita Bala arXiv_CV arXiv_CV  Recognition  Zero-Shot  Classification  PDF
• 2021-08-24 SimVLM: Simple Visual Language Model Pretraining with Weak Supervision    Zirui Wang, Jiahui Yu, Adams Wei Yu, Zihang Dai, Yulia Tsvetkov, Yuan Cao arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  VQA  Caption  Language_Model  QA  PDF
• 2021-08-24 Are the Multilingual Models Better? Improving Czech Sentiment with Transformers    Pavel Přibáň, Josef Steinberger arXiv_CL arXiv_CL  Transformer  Zero-Shot  RNN  Knowledge  Classification  Detection  Sentiment  PDF
• 2021-08-24 Prompt-Learning for Fine-Grained Entity Typing    Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim arXiv_AI arXiv_AI  Sentiment_Classification  Zero-Shot  Optimization  Knowledge  Self-Supervised  Pose  Classification  Sentiment  Few-Shot  Attention  Inference  Language_Model  PDF
• 2021-08-23 ZS-SLR: Zero-Shot Sign Language Recognition from RGB-D Videos    Razieh Rastgoo, Kourosh Kiani, Sergio Escalera arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  3D  Bert  Zero-Shot  RNN  Pose  Detection  Activity  PDF
• 2021-08-20 Discriminative Region-based Multi-Label Zero-Shot Learning    Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah arXiv_CV arXiv_CV  Zero-Shot  Pose  Classification  Attention  Prediction  PDF
• 2021-08-19 Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval    Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin arXiv_CL arXiv_CL  Zero-Shot  Sparse  Represenation_Learning  PDF
• 2021-08-19 Contrastive Language-Image Pre-training for the Italian Language    Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi arXiv_CV arXiv_CV  Zero-Shot  Image_Retrieval  Classification  PDF
• 2021-08-17 Challenges and Applications of Automated Extraction of Socio-political Events from Text : Workshop and Shared Task Report    Ali Hürriyetoğlu, Hristo Tanev, Vanni Zavarella, Jakub Piskorski, Reyyan Yeniterzi, Erdem Yörük arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Text_Classification  Pose  Action  Classification  Deep_Learning  Detection  GAN  PDF
• 2021-08-16 Structure-Aware Feature Generation for Zero-Shot Learning    Lianbo Zhang, Shaoli Huang, Xinchao Wang, Wei Liu, Dacheng Tao arXiv_CV arXiv_CV  Reconstruction  Embedding  Zero-Shot  Adversarial  Pose  Classification  GAN  PDF
• 2021-08-16 A Single Example Can Improve Zero-Shot Data Generation    Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya arXiv_CL arXiv_CL  Zero-Shot  Pose  Classification  Detection  Text_Generation  PDF
• 2021-08-15 Towards Visual Explainable Active Learning for Zero-Shot Classification    Shichao Jia, Zeyu Li, Nuo Chen, Jiawan Zhang arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Action  Classification  Recommendation  PDF
• 2021-08-14 Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation    Donghyeon Baek, Youngmin Oh, Bumsub Ham arXiv_CV arXiv_CV  Segmentation  Embedding  Semantic_Segmentation  Zero-Shot  Pose  Inference  Language_Model  PDF
• 2021-08-13 MeetSum: Transforming Meeting Transcript Summarization using Transformers!    Nima Sadri, Bohan Zhang, Bihan Liu arXiv_CL arXiv_CL  Transformer  Zero-Shot  RNN  Summarization  PDF
• 2021-08-13 Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Cloud    Björn Michele, Alexandre Boulch, Gilles Puy, Renaud Marlet arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Zero-Shot  Pose  Classification  PDF
• 2021-08-13 Detection and Captioning with Unseen Object Classes    Berkan Demirel, Ramazan Gokberk Cinbis arXiv_CV arXiv_CV  Image_Caption  Recognition  Zero-Shot  Pose  Detection  Caption  Language_Model  PDF
• 2021-08-13 Zero-shot Task Transfer for Invoice Extraction via Class-aware QA Ensemble    Prithiviraj Damodaran, Prabhkaran Singh, Josemon Achankuju arXiv_AI arXiv_AI  Zero-Shot  Action  QA  PDF
• 2021-08-12 How Optimal is Greedy Decoding for Extractive Question Answering?    Or Castel, Ori Ram, Avia Efrat, Omer Levy arXiv_CL arXiv_CL  Zero-Shot  Self-Supervised  Few-Shot  Language_Model  PDF
• 2021-08-11 Zero-Shot Domain Adaptation with a Physics Prior    Attila Lengyel, Sourav Garg, Michael Milford, Jan C. van Gemert arXiv_CV arXiv_CV  Segmentation  Recognition  Zero-Shot  Classification  Detection  Object_Detection  CNN  PDF
• 2021-08-11 Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object Segmentation    Xiaoqi Zhao, Youwei Pang, Jiaxing Yang, Lihe Zhang, Huchuan Lu arXiv_CV arXiv_CV  Segmentation  Zero-Shot  Salient  Pose  Attention  Optical_Flow  Prediction  PDF
• 2021-08-10 Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition    Ziwei Xu, Guangzhi Wang, Yongkang Wong, Mohan Kankanhalli arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Relation  PDF
• 2021-08-09 Zero in on Shape: A Generic 2D-3D Instance Similarity Metric learned from Synthetic Data    Maciej Janik, Niklas Gard, Anna Hilsmann, Peter Eisert arXiv_CV arXiv_CV  3D  Zero-Shot  PDF
• 2021-08-08 Meta-Reinforcement Learning in Broad and Non-Parametric Environments    Zhenshan Bing, Lukas Knak, Fabrice Oliver Robin, Kai Huang, Alois Knoll arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Reinforcement_Learning  Zero-Shot  Knowledge  Action  Inference  PDF
• 2021-08-07 Multilingual Compositional Wikidata Questions    Ruixiang Cui, Rahul Aralikatte, Heather Lent, Daniel Hershcovich arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  Action  PDF
• 2021-08-07 A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis    Liwei Lin, Qiuqiang Kong, Junyan Jiang, Gus Xia arXiv_AI arXiv_AI  Quantization  Zero-Shot  Pose  PDF
• 2021-08-06 Towards Zero-shot Language Modeling    Edoardo Maria Ponti, Ivan Vulić, Ryan Cotterell, Roi Reichart, Anna Korhonen arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Few-Shot  Language_Model  PDF
• 2021-08-05 Elaborative Rehearsal for Zero-shot Action Recognition    Shizhe Chen, Dong Huang arXiv_CV arXiv_CV  Recognition  Video_Caption  Zero-Shot  Knowledge  Pose  Action_Recognition  Action  Few-Shot  PDF
• 2021-08-04 Emergent Discrete Communication in SemanticSpaces    Mycal Tucker, Huao Li, Siddharth Agrawal, Dana Hughes, Katia Sycara, Michael Lewis, Julie Shah arXiv_CL arXiv_CL  Embedding  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2021-08-02 Self-supervised Answer Retrieval on Clinical Notes    Paul Grundmann, Sebastian Arnold, Alexander Löser arXiv_CL arXiv_CL  Transformer  Zero-Shot  Self-Supervised  Medical  Language_Model  Matching  PDF
• 2021-08-01 You too Brutus! Trapping Hateful Users in Social Media: Challenges, Solutions & Insights    Mithun Das, Punyajoy Saha, Ritam Dutt, Pawan Goyal, Animesh Mukherjee, Binny Mathew arXiv_CL arXiv_CL  Zero-Shot  Speech  Detection  Attention  PDF
• 2021-08-01 Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning    Chiyu Zhang, Muhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Pose  Detection  Few-Shot  Denoising  Language_Model  PDF
• 2021-07-30 Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning    Faisal Alamri, Anjan Dutta arXiv_CV arXiv_CV  Transformer  Recognition  Zero-Shot  Pose  Attention  PDF
• 2021-07-30 Towards Universality in Multilingual Text Rewriting    Xavier Garcia, Noah Constant, Mandy Guo, Orhan Firat arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Sentiment  PDF
• 2021-07-29 FREE: Feature Refinement for Generalized Zero-Shot Learning    Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You, Feng Zheng, Ling Shao arXiv_AI arXiv_AI  Recognition  Zero-Shot  Pose  Action  PDF
• 2021-07-28 Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing    Pengfei Liu, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, Graham Neubig arXiv_AI arXiv_AI  Zero-Shot  Review  Survey  Few-Shot  GAN  Language_Model  Prediction  PDF
• 2021-07-28 Goal-Oriented Script Construction    Qing Lyu, Li Zhang, Chris Callison-Burch arXiv_CL arXiv_CL  Transformer  Zero-Shot  Knowledge  Pose  Language_Model  PDF
• 2021-07-27 A New Split for Evaluating True Zero-Shot Action Recognition    Shreyank N Gowda, Laura Sevilla-Lara, Kiyoon Kim, Frank Keller, Marcus Rohrbach arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Action_Recognition  Action  Few-Shot  PDF
• 2021-07-27 Open-Ended Learning Leads to Generally Capable Agents    Open-Ended Learning Team, Adam Stooke, Anuj Mahajan, Catarina Barros, Charlie Deck, Jakob Bauer, Jakub Sygnowski, Maja Trebacz, Max Jaderberg, Michael Mathieu, Nat McAleese, Nathalie Bradley-Schmieg, Nathaniel Wong, Nicolas Porcel, Roberta Raileanu, Steph Hughes-Fitt, Valentin Dalibard, Wojciech Marian Czarnecki arXiv_AI arXiv_AI  3D  Zero-Shot  Pose  PDF
• 2021-07-26 Language Models as Zero-shot Visual Semantic Learners    Yue Jiao, Jonathon Hare, Adam Prügel-Bennett arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Zero-Shot  Knowledge  Pose  Language_Model  PDF
• 2021-07-23 Modelling Latent Translations for Cross-Lingual Transfer    Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulić, Siva Reddy arXiv_CL arXiv_CL  Zero-Shot  Pose  NMT  Classification  Few-Shot  Inference  PDF
• 2021-07-22 External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery    Isaac J. Sledge, Christopher D. Toole, Joseph A. Maestri, Jose C. Principe arXiv_CV arXiv_CV  Recognition  Zero-Shot  Memory_Networks  Pose  Detection  Few-Shot  CNN  Matching  PDF
• 2021-07-21 Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer    Weijia Xu, Batool Haider, Jason Krone, Saab Mansour arXiv_CL arXiv_CL  Embedding  Zero-Shot  Pose  Inference  PDF
• 2021-07-21 Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics    Krishan Rana, Vibhavari Dasagi, Jesse Haviland, Ben Talbot, Michael Milford, Niko Sünderhauf arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Action  PDF
• 2021-07-20 Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning    Timo Milbich, Karsten Roth, Samarth Sinha, Ludwig Schmidt, Marzyeh Ghassemi, Björn Ommer arXiv_CV arXiv_CV  Zero-Shot  Pose  Few-Shot  PDF
• 2021-07-20 ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation    Jianxin Lin, Yingce Xia, Sen Liu, Shuqin Zhao, Zhibo Chen arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Adversarial  Pose  GAN  Inference  PDF
• 2021-07-19 Know Thyself: Transferable Visuomotor Control Through Robot-Awareness    Edward S. Hu, Kun Huang, Oleh Rybkin, Dinesh Jayaraman arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  PDF
• 2021-07-18 Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation    Talgat Saparov, Anvar Kurmukov, Boris Shirokih, Mikhail Belyaev arXiv_CV arXiv_CV  Reconstruction  Segmentation  Zero-Shot  Salient  Pose  Medical  Prediction  PDF
• 2021-07-16 Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study    Alessio Mascolini, Dario Cardamone, Francesco Ponzio, Santa Di Cataldo, Elisa Ficarra arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Represenation_Learning  Adversarial  Self-Supervised  Classification  Deep_Learning  GAN  PDF
• 2021-07-16 Intersectional Bias in Causal Language Models    Liam Magee, Lida Ghahremanlou, Karen Soldatic, Shanthi Robertson arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Sentiment  Language_Model  PDF
• 2021-07-15 FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark    Liang Xu, Xiaojing Lu, Chenyang Yuan, Xuanwei Zhang, Hu Yuan, Huilin Xu, Guoao Wei, Xiang Pan, Hai Hu arXiv_AI arXiv_AI  Zero-Shot  Classification  Few-Shot  Language_Model  PDF
• 2021-07-15 Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains    Puneet Mangla, Shivam Chandhok, Vineeth N Balasubramanian, Fahad Shahbaz Khan arXiv_CV arXiv_CV  Zero-Shot  Pose  PDF
• 2021-07-15 FLEX: Unifying Evaluation for Few-Shot NLP    Jonathan Bragg, Arman Cohan, Kyle Lo, Iz Beltagy arXiv_CL arXiv_CL  Zero-Shot  Few-Shot  Language_Model  PDF
• 2021-07-14 HTLM: Hyper-Text Pre-Training and Prompting of Language Models    Armen Aghajanyan, Dmytro Okhonko, Mike Lewis, Mandar Joshi, Hu Xu, Gargi Ghosh, Luke Zettlemoyer arXiv_CL arXiv_CL  Zero-Shot  Classification  Denoising  Summarization  Language_Model  PDF
• 2021-07-13 How Much Can CLIP Benefit Vision-and-Language Tasks?    Sheng Shen, Liunian Harold Li, Hao Tan, Mohit Bansal, Anna Rohrbach, Kai-Wei Chang, Zhewei Yao, Kurt Keutzer arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Pose  VQA  Caption  PDF
• 2021-07-13 Deep Neural Networks are Surprisingly Reversible: A Baseline for Zero-Shot Inversion    Xin Dong, Hongxu Yin, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov arXiv_CV arXiv_CV  Zero-Shot  Optimization  Pose  Face  Classification  GAN  PDF
• 2021-07-13 Zero-shot Speech Translation    Tu Anh Dinh arXiv_CL arXiv_CL  Recognition  Zero-Shot  Speech  Few-Shot  Speech_Recognition  Inference  PDF
• 2021-07-12 Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains    Shivam Chandhok, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Vineeth N Balasubramanian, Fahad Shahbaz Khan, Ling Shao arXiv_CV arXiv_CV  Embedding  Zero-Shot  Sketch  Pose  PDF
• 2021-07-12 Zero-shot Visual Question Answering using Knowledge Graph    Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Action  VQA  QA  Matching  PDF
• 2021-07-12 Zero-Shot Compositional Concept Learning    Guangyue Xu, Parisa Kordjamshidi, Joyce Y. Chai arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Attention  PDF
• 2021-07-11 Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration    Xuan Kan, Hejie Cui, Carl Yang arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Quantitative  Relation  Prediction  PDF
• 2021-07-11 Multilingual and crosslingual speech recognition using phonological-vector based phone embeddings    Chengrui Zhu, Keyu An, Huahuan Zheng, Zhijian Ou arXiv_CL arXiv_CL  Embedding  Recognition  Zero-Shot  Speech  Pose  Action  Few-Shot  Speech_Recognition  PDF
• 2021-07-11 Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision    Gaurav Bhatt, Shivam Chandok, Vineeth N Balasubramanian arXiv_AI arXiv_AI  Zero-Shot  Few-Shot  PDF
• 2021-07-08 Exploiting the relationship between visual and textual features in social networks for image classification with zero-shot deep learning    Luis Lucas, David Tomas, Jose Garcia-Rodriguez arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-07-08 Rethinking of Pedestrian Attribute Recognition: A Reliable Evaluation under Zero-Shot Pedestrian Identity Setting    Jian Jia, Houjing Huang, Xiaotang Chen, Kaiqi Huang arXiv_CV arXiv_CV  Surveillance  Recognition  Zero-Shot  Review  Pose  PDF
• 2021-07-07 Can Transformer Models Measure Coherence In Text? Re-Thinking the Shuffle Test    Philippe Laban, Luke Dai, Lucas Bandarkar, Marti A. Hearst arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  PDF
• 2021-07-07 Mitigating Generation Shifts for Generalized Zero-Shot Learning    Zhi Chen, Yadan Luo, Sen Wang, Ruihong Qiu, Jingjing Li, Zi Huang arXiv_CV arXiv_CV  Embedding  Recognition  Zero-Shot  Knowledge  Pose  Relation  PDF
• 2021-07-06 Probabilistic Graph Reasoning for Natural Proof Generation    Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  Prediction  QA  PDF
• 2021-07-05 ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation    Yu Sun, Shuohuan Wang, Shikun Feng, Siyu Ding, Chao Pang, Junyuan Shang, Jiaxiang Liu, Xuyi Chen, Yanbin Zhao, Yuxiang Lu, Weixin Liu, Zhihua Wu, Weibao Gong, Jianzhong Liang, Zhizhou Shang, Peng Sun, Wei Liu, Xuan Ouyang, Dianhai Yu, Hao Tian, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Few-Shot  Language_Model  PDF
• 2021-07-02 Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods    Davood Zabihzadeh arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  PDF
• 2021-07-02 Supervised Contrastive Learning for Accented Speech Recognition    Tao Han, Hantao Huang, Ziang Yang, Wei Han arXiv_SD arXiv_SD  Recognition  Zero-Shot  Speech  Contrastive_Learning  Speech_Recognition  PDF
• 2021-07-01 Learning to See before Learning to Act: Visual Pre-training for Manipulation    Lin Yen-Chen, Andy Zeng, Shuran Song, Phillip Isola, Tsung-Yi Lin arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Prediction  PDF
• 2021-07-01 Segmenting 3D Hybrid Scenes via Zero-Shot Learning    Bo Liu, Qiulei Dong, Zhanyi Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Zero-Shot  Knowledge  Pose  Relation  GAN  PDF
• 2021-06-30 Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer    Iulia Turc, Kenton Lee, Jacob Eisenstein, Ming-Wei Chang, Kristina Toutanova arXiv_CL arXiv_CL  Bert  Zero-Shot  Classification  PDF
• 2021-06-30 Zero-shot Learning with Class Description Regularization    Shayan Kousha, Marcus A. Brubaker arXiv_CV arXiv_CV  Recognition  Zero-Shot  Regularization  Knowledge  Pose  Classification  Attention  PDF
• 2021-06-30 Zero-Shot Estimation of Base Models' Weights in Ensemble of Machine Reading Comprehension Systems for Robust Generalization    Razieh Baradaran, Hossein Amirkhani arXiv_CL arXiv_CL  Zero-Shot  Pose  Prediction  PDF
• 2021-06-29 SIMPL: Generating Synthetic Overhead Imagery to Address Zero-shot and Few-Shot Detection Problems    Yang Xu, Bohao Huang, Xiong Luo, Kyle Bradbury, Jordan M. Malof arXiv_CV arXiv_CV  Zero-Shot  Detection  Few-Shot  Object_Detection  PDF
• 2021-06-29 An Image is Worth More Than a Thousand Words: Towards Disentanglement in the Wild    Aviv Gabbay, Niv Cohen, Yedid Hoshen arXiv_CV arXiv_CV  Embedding  Unsupervised  Zero-Shot  Pose  Face  PDF
• 2021-06-29 K-ZSL: Resources for Knowledge-driven Zero-shot Learning    Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zonggang Yuan, Huajun Chen arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Classification  Relation  Image_Classification  PDF
• 2021-06-26 Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts    Nihar Bendre, Kevin Desai, Peyman Najafirad arXiv_AI arXiv_AI  Reconstruction  Embedding  Zero-Shot  Knowledge  Pose  Classification  Few-Shot  Prediction  PDF
• 2021-06-25 Privileged Zero-Shot AutoML    Nikhil Singh, Brandon Kates, Jeff Mentch, Anant Kharkar, Madeleine Udell, Iddo Drori arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Zero-Shot  Represenation_Learning  Classification  Prediction  PDF
• 2021-06-25 Language Models are Good Translators    Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu arXiv_CL arXiv_CL  Zero-Shot  Knowledge  NMT  Language_Model  PDF
• 2021-06-24 AudioCLIP: Extending CLIP to Image, Text and Audio    Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel arXiv_CV arXiv_CV  Zero-Shot  Pose  Classification  Inference  PDF
• 2021-06-24 AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry    Yannis Katsis, Saneem Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti arXiv_AI arXiv_AI  Transformer  Bert  Zero-Shot  Pose  Relation  QA  PDF
• 2021-06-23 Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks using Switching Tokens    Mana Ihori, Naoki Makishima, Tomohiro Tanaka, Akihiko Takashima, Shota Orihashi, Ryo Masumura arXiv_CL arXiv_CL  Recognition  Restoration  Zero-Shot  Speech  Pose  Speech_Recognition  PDF
• 2021-06-22 It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning    Alexey Tikhonov, Max Ryabinin arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Attention  PDF
• 2021-06-22 Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval    Zhipeng Wang, Hao Wang, Jiexi Yan, Aming Wu, Cheng Deng arXiv_CV arXiv_CV  Zero-Shot  Sketch  Image_Retrieval  Pose  Classification  Relation  PDF
• 2021-06-22 Zero-Shot Chinese Character Recognition with Stroke-Level Decomposition    Jingye Chen, Bin Li, Xiangyang Xue arXiv_AI arXiv_AI  Recognition  Zero-Shot  Pose  Relation  Matching  PDF
• 2021-06-22 KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers    Chia-Hsuan Lee, Oleksandr Polozov, Matthew Richardson arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Relation  QA  PDF
• 2021-06-21 STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text    Nawshad Farruque, Randy Goebel, Osmar Zaiane, Sudhakar Sivapalan arXiv_AI arXiv_AI  Enhancement  Zero-Shot  Sketch  Knowledge  Pose  Detection  PDF
• 2021-06-18 Zero-Shot Federated Learning with New Classes for Audio Classification    Gautham Krishna Gudur, Satheesh K. Perepu arXiv_SD arXiv_SD  Unsupervised  Zero-Shot  Pose  Classification  PDF
• 2021-06-17 SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies    Linxi Fan, Guanzhi Wang, De-An Huang, Zhiding Yu, Li Fei-Fei, Yuke Zhu, Anima Anandkumar arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Optimization  Represenation_Learning  Pose  Autonomous  PDF
• 2021-06-17 Learning Knowledge Graph-based World Models of Textual Environments    Prithviraj Ammanabrolu, Mark O. Riedl arXiv_AI arXiv_AI  Transformer  Reinforcement_Learning  Zero-Shot  Knowledge  Knowledge_Graph  Action  PDF
• 2021-06-17 End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task    Peng Shi, Tao Yu, Patrick Ng, Zhiguo Wang arXiv_CL arXiv_CL  Zero-Shot  Pose  Matching  PDF
• 2021-06-17 X-FACT: A New Benchmark Dataset for Multilingual Fact Checking    Ashim Gupta, Vivek Srikumar arXiv_CL arXiv_CL  Transformer  Zero-Shot  PDF
• 2021-06-16 Voicy: Zero-Shot Non-Parallel Voice Conversion in Noisy Reverberant Environments    Alejandro Mottini, Jaime Lorenzo-Trueba, Sri Vishnu Kumar Karlapati, Thomas Drugman arXiv_SD arXiv_SD  Zero-Shot  Speech  Pose  PDF
• 2021-06-16 Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems    Hsien-chin Lin, Nurul Lubis, Songbo Hu, Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Milica Gašić arXiv_CL arXiv_CL  Transformer  Reinforcement_Learning  Zero-Shot  Pose  Action  PDF
• 2021-06-16 Optical Tactile Sim-to-Real Policy Transfer via Real-to-Sim Tactile Image Translation    Alex Church, John Lloyd, Raia Hadsell, Nathan F. Lepora arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Action  Relation  PDF
• 2021-06-16 Disentangling Semantic-to-visual Confusion for Zero-shot Learning    Zihan Ye, Fuyuan Hu, Fan Lyu, Linyan Li, Kaizhu Huang arXiv_CV arXiv_CV  Recognition  Zero-Shot  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-06-15 Question Answering Infused Pre-training of General-Purpose Contextualized Representations    Robin Jia, Mike Lewis, Luke Zettlemoyer arXiv_CL arXiv_CL  Recognition  Bert  Zero-Shot  Pose  Detection  Sentiment  Few-Shot  Prediction  QA  PDF
• 2021-06-15 Zero-shot Node Classification with Decomposed Graph Prototype Network    Zheng Wang, Jialong Wang, Yuchen Guo, Zhiguo Gong arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Quantitative  Classification  Relation  PDF
• 2021-06-15 Zero-sample surface defect detection and classification based on semantic feedback neural network    Yibo Guo, Yiming Fan, Zhiyang Xiang, Haidi Wang, Wenhua Meng, Mingliang Xu arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Face  Classification  Detection  Attention  Image_Classification  Prediction  PDF
• 2021-06-15 Language Tags Matter for Zero-Shot Neural Machine Translation    Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  NMT  PDF
• 2021-06-14 Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces    Vanessa Hahn, Dana Ruiter, Thomas Kleinbauer, Dietrich Klakow arXiv_CL arXiv_CL  Bert  Zero-Shot  Speech  Detection  PDF
• 2021-06-13 Schema-Guided Paradigm for Zero-Shot Dialog    Shikib Mehri, Maxine Eskenazi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Attention  PDF
• 2021-06-13 GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling    Shikib Mehri, Maxine Eskenazi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Few-Shot  PDF
• 2021-06-13 Memory-efficient Transformers via Top-$k$ Attention    Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  Attention  Inference  Language_Model  QA  PDF
• 2021-06-11 A New Formalism, Method and Open Issues for Zero-Shot Coordination    Johannes Treutlein, Michael Dennis, Caspar Oesterheld, Jakob Foerster arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  Action  PDF
• 2021-06-11 Learning Compositional Shape Priors for Few-Shot 3D Reconstruction    Mateusz Michalkiewicz, Stavros Tsogkas, Sarah Parisot, Mahsa Baktashmotlagh, Anders Eriksson, Eugene Belilovsky arXiv_CV arXiv_CV  Reconstruction  3D  Zero-Shot  Pose  Few-Shot  CNN  Inference  PDF
• 2021-06-11 A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks    Karrar Al-Kaabi, Reza Monsefi, Davood Zabihzadeh arXiv_CV arXiv_CV  Embedding  Zero-Shot  Represenation_Learning  Image_Retrieval  Adversarial  Pose  Attention  PDF
• 2021-06-11 Zero-Shot Controlled Generation with Encoder-Decoder Transformers    Devamanyu Hazarika, Mahdi Namazifar, Dilek Hakkani-Tür arXiv_AI arXiv_AI  Transformer  Zero-Shot  Knowledge  Pose  Attention  Summarization  PDF
• 2021-06-11 Conterfactual Generative Zero-Shot Semantic Segmentation    Feihong Shen, Jun Liu, Ping Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Zero-Shot  Pose  Relation  CNN  Inference  Prediction  PDF
• 2021-06-11 Towards User-Driven Neural Machine Translation    Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su arXiv_CL arXiv_CL  Zero-Shot  Pose  Contrastive_Learning  NMT  PDF
• 2021-06-09 Probing Multilingual Language Models for Discourse    Murathan Kurfalı, Robert Östling arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Language_Model  PDF
• 2021-06-08 Comprehension Based Question Answering using Bloom's Taxonomy    Pritish Sahu, Michael Cogswell, Sara Rutherford-Quach, Ajay Divakaran arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Language_Model  PDF
• 2021-06-08 RobustNav: Towards Benchmarking Robustness in Embodied Navigation    Prithvijit Chattopadhyay, Judy Hoffman, Roozbeh Mottaghi, Aniruddha Kembhavi arXiv_RO arXiv_RO  Zero-Shot  Self-Supervised  Pose  PDF
• 2021-06-08 Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering    Aditya Gupta, Jiacheng Xu, Shyam Upadhyay, Diyi Yang, Manaal Faruqui arXiv_CL arXiv_CL  Zero-Shot  QA  PDF
• 2021-06-07 Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language Inference    Hai Hu, He Zhou, Zuoyu Tian, Yiwen Zhang, Yina Ma, Yanting Li, Yixin Nie, Kyle Richardson arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Zero-Shot  Knowledge  Adversarial  Inference  Language_Model  PDF
• 2021-06-07 PROST: Physical Reasoning of Objects through Space and Time    Stéphane Aroca-Ouellette, Cory Paik, Alessandro Roncone, Katharina Kann arXiv_CL arXiv_CL  Zero-Shot  Action  Language_Model  PDF
• 2021-06-07 BERTGEN: Multi-task Generation through BERT    Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia arXiv_CL arXiv_CL  Image_Caption  Bert  Zero-Shot  Caption  PDF
• 2021-06-07 Multilingual Neural Semantic Parsing for Low-Resourced Languages    Menglin Xia, Emilio Monti arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  Face  PDF
• 2021-06-07 Zero-Shot Knowledge Distillation from a Decision-Based Black-Box Model    Zi Wang arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  PDF
• 2021-06-06 Let's be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction    Murathan Kurfalı, Robert Östling arXiv_CL arXiv_CL  Zero-Shot  Classification  Relation  Language_Model  Prediction  PDF
• 2021-06-06 Learning Video Models from Text: Zero-Shot Anticipation for Procedural Actions    Fadime Sener, Rishabh Saraf, Angela Yao arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Action  Prediction  PDF
• 2021-06-05 Zero-shot Task Adaptation using Natural Language    Prasoon Goyal, Raymond J. Mooney, Scott Niekum arXiv_AI arXiv_AI  Zero-Shot  Pose  PDF
• 2021-06-04 Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL    Bogdan Mazoure, Ahmed M. Ahmed, Patrick MacAlpine, R Devon Hjelm, Andrey Kolobov arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Represenation_Learning  Pose  PDF
• 2021-06-03 How to Adapt Your Pretrained Multilingual Model to 1600 Languages    Abteen Ebrahimi, Katharina Kann arXiv_CL arXiv_CL  Zero-Shot  Speech  Action  PDF
• 2021-06-03 Language Embeddings for Typology and Cross-lingual Transfer Learning    Dian Yu, Taiqi He, Kenji Sagae arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Zero-Shot  Relation  Denoising  Inference  PDF
• 2021-06-03 Bilingual Alignment Pre-training for Zero-shot Cross-lingual Transfer    Ziqing Yang, Wentao Ma, Yiming Cui, Jiani Ye, Wanxiang Che, Shijin Wang arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Knowledge  Pose  Face  Language_Model  Prediction  QA  PDF
• 2021-06-03 ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation    Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Yoshinobu Kano, Kumari Deepshikha arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  Relation  Few-Shot  Denoising  Summarization  PDF
• 2021-06-02 Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions?    Jieyu Zhao, Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Kai-Wei Chang arXiv_AI arXiv_AI  Zero-Shot  Pose  Few-Shot  Language_Model  Prediction  QA  PDF
• 2021-06-02 multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning    Swarnadeep Saha, Prateek Yadav, Mohit Bansal arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Classification  Relation  PDF
• 2021-06-02 Exploring modality-agnostic representations for music classification    Ho-Hsiang Wu, Magdalena Fuentes, Juan P. Bello arXiv_SD arXiv_SD  Recognition  Zero-Shot  Knowledge  Classification  PDF
• 2021-06-02 NVC-Net: End-to-End Adversarial Voice Conversion    Bac Nguyen, Fabien Cardinaux arXiv_AI arXiv_AI  Zero-Shot  Adversarial  Speech  Pose  CNN  Inference  PDF
• 2021-06-01 What Can I Do Here? Learning New Skills by Imagining Visual Affordances    Alexander Khazatsky, Ashvin Nair, Daniel Jing, Sergey Levine arXiv_CV arXiv_CV  Zero-Shot  Pose  PDF
• 2021-06-01 Independent Prototype Propagation for Zero-Shot Compositionality    Frank Ruis, Gertjan Burghours, Doina Bucur arXiv_CV arXiv_CV  Embedding  Zero-Shot  Pose  Classification  Relation  PDF
• 2021-06-01 Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning    Liu Bo, Qiulei Dong, Zhanyi Hu arXiv_CV arXiv_CV  Zero-Shot  Pose  Attention  Prediction  PDF
• 2021-06-01 Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021    Xingshan Zeng, Liangyou Li, Qun Liu arXiv_CL arXiv_CL  Transformer  Recognition  Zero-Shot  Speech  Speech_Recognition  PDF
• 2021-05-31 An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers    Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov arXiv_AI arXiv_AI  Transformer  Zero-Shot  Pose  Few-Shot  PDF
• 2021-05-31 StarGAN-ZSVC: Towards Zero-Shot Voice Conversion in Low-Resource Contexts    Matthew Baas, Herman Kamper arXiv_CL arXiv_CL  Embedding  Zero-Shot  Adversarial  GAN  PDF
• 2021-05-31 SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers    Enze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar, Jose M. Alvarez, Ping Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Zero-Shot  Pose  Attention  PDF
• 2021-05-31 PhoNet: An Approach Towards Zero-shot Word Image Recognition in Historical Documents    Anuj Rai, Narayanan C. Krishnan, Sukalpa Chanda arXiv_CV arXiv_CV  Embedding  Recognition  Zero-Shot  Pose  PDF
• 2021-05-31 Zero-shot Fact Verification by Claim Generation    Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang arXiv_AI arXiv_AI  Bert  Zero-Shot  QA  PDF
• 2021-05-30 NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation    Sungdong Kim, Minsuk Chang, Sang-Woo Lee arXiv_CL arXiv_CL  Tracking  Transfer_Learning  Zero-Shot  Knowledge  Pose  PDF
• 2021-05-28 Towards mental time travel: a hierarchical memory for reinforcement learning agents    Andrew Kyle Lampinen, Stephanie C.Y. Chan, Andrea Banino, Felix Hill arXiv_AI arXiv_AI  Transformer  Reinforcement_Learning  3D  Zero-Shot  Knowledge  Pose  Attention  PDF
• 2021-05-27 Neural Entity Recognition with Gazetteer based Fusion    Qing Sun, Parminder Bhatia arXiv_AI arXiv_AI  Recognition  Zero-Shot  Knowledge  Pose  Medical  PDF
• 2021-05-27 Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence    Andrew Halterman, Katherine A. Keith, Sheikh Muhammad Sarwar, Brendan O'Connor arXiv_CL arXiv_CL  Bert  Zero-Shot  Action  Classification  Activity  Inference  Prediction  QA  PDF
• 2021-05-27 Contrastive Fine-tuning Improves Robustness for Neural Rankers    Xiaofei Ma, Cicero Nogueira dos Santos, Andrew O. Arnold arXiv_CL arXiv_CL  Bert  Zero-Shot  Pose  Matching  PDF
• 2021-05-26 Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics    Luyang Kong, Christopher Winestock, Parminder Bhatia arXiv_AI arXiv_AI  Bert  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Medical  PDF
• 2021-05-26 CogView: Mastering Text-to-Image Generation via Transformers    Ming Ding, Zhuoyi Yang, Wenyi Hong, Wendi Zheng, Chang Zhou, Da Yin, Junyang Lin, Xu Zou, Zhou Shao, Hongxia Yang, Jie Tang arXiv_CV arXiv_CV  Transformer  Super_Resolution  Zero-Shot  Pose  GAN  PDF
• 2021-05-25 The Nonlinearity Coefficient -- A Practical Guide to Neural Architecture Design    George Philipp arXiv_CV arXiv_CV  NAS  Zero-Shot  RNN  Deep_Learning  PDF
• 2021-05-25 GAN for Vision, KG for Relation: a Two-stage Deep Network for Zero-shot Action Recognition    Bin Sun, Dehui Kong, Shaofan Wang, Jinghua Li, Baocai Yin, Xiaonan Luo arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Adversarial  Knowledge_Graph  Pose  Action_Recognition  Action  Classification  Relation  Attention  GAN  PDF
• 2021-05-24 Coarse-to-Fine for Sim-to-Real: Sub-Millimetre Precision Across the Workspace    Eugene Valassakis, Norman Di Palo, Edward Johns arXiv_AI arXiv_AI  Zero-Shot  Pose_Estimation  Pose  Action  Deep_Learning  PDF
• 2021-05-24 Few-Shot Upsampling for Protest Size Detection    Andrew Halterman, Benjamin J. Radford arXiv_CL arXiv_CL  Transformer  Weakly_Supervised  Zero-Shot  Pose  Action  Detection  Few-Shot  Language_Model  PDF
• 2021-05-21 Learning Visible Connectivity Dynamics for Cloth Smoothing    Xingyu Lin, Yufei Wang, David Held arXiv_RO arXiv_RO  Point_Cloud  Reinforcement_Learning  Zero-Shot  Pose  Prediction  PDF
• 2021-05-19 Learning Language Specific Sub-network for Multilingual Machine Translation    Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  PDF
• 2021-05-18 Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition    Bo Liu, Qiang Liu, Peter Stone, Animesh Garg, Yuke Zhu, Animashree Anandkumar arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  Attention  PDF
• 2021-05-18 Zero-Shot Recommender Systems    Hao Ding, Yifei Ma, Anoop Deoras, Yuyang Wang, Hao Wang arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Action  Recommendation  PDF
• 2021-05-18 Towards Unsupervised Sketch-based Image Retrieval    Conghui Hu, Yongxin Yang, Yunpeng Li, Timothy M. Hospedales, Yi-Zhe Song arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Represenation_Learning  Sketch  Image_Retrieval  Pose  PDF
• 2021-05-16 Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval    Kazuya Ueki arXiv_CV arXiv_CV  Image_Caption  Embedding  Zero-Shot  Image_Retrieval  Survey  VQA  Caption  QA  Matching  PDF
• 2021-05-15 From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding    Rob van der Goot, Ibrahim Sharaf, Aizhan Imankulova, Ahmet Üstün, Marija Stepanović, Alan Ramponi, Siti Oryza Khairunnisa, Mamoru Komachi, Barbara Plank arXiv_CL arXiv_CL  Embedding  Zero-Shot  Pose  Classification  Detection  Language_Model  PDF
• 2021-05-15 Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers    Yilmaz Korkmaz, Salman UH Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Zero-Shot  Regularization  Adversarial  Self-Supervised  Deep_Learning  Relation  Attention  Medical  CNN  Inference  Matching  PDF
• 2021-05-14 QAConv: Question Answering on Informative Conversations    Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong arXiv_AI arXiv_AI  Zero-Shot  Knowledge  QA  PDF
• 2021-05-14 A cost-benefit analysis of cross-lingual transfer methods    Guilherme Moraes Rosa, Luiz Henrique Bonifacio, Leandro Rodrigues de Souza, Roberto Lotufo, Rodrigo Nogueira arXiv_CL arXiv_CL  Zero-Shot  Inference  PDF
• 2021-05-14 Adversarial Learning for Zero-Shot Stance Detection on Social Media    Emily Allaway, Malavika Srikanth, Kathleen McKeown arXiv_CL arXiv_CL  Zero-Shot  Adversarial  Pose  Detection  PDF
• 2021-05-13 TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning    Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo arXiv_CV arXiv_CV  Transfer_Learning  Weakly_Supervised  Zero-Shot  Pose  Face  Detection  PDF
• 2021-05-12 Semantic Diversity Learning for Zero-Shot Multi-label Classification    Avi Ben-Cohen, Nadav Zamir, Emanuel Ben Baruch, Itamar Friedman, Lihi Zelnik-Manor arXiv_CV arXiv_CV  Embedding  Zero-Shot  Image_Retrieval  Pose  Classification  PDF