Zero-Shot

Zero-Shot

• 2022-06-27 A Zero-Shot Classification Approach for a Word-Guessing Challenge    Nicos Isaak arXiv_CL arXiv_CL  Zero-Shot  Pose  Classification  Inference  Matching  PDF
• 2022-06-24 DetIE: Multilingual Open Information Extraction Inspired by Object Detection    Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey Nikolenko arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  Action  Detection  Object_Detection  Inference  Prediction  Matching  PDF
• 2022-06-24 ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings    Arjun Majumdar, Gunjan Aggarwal, Bhavika Devnani, Judy Hoffman, Dhruv Batra arXiv_CV arXiv_CV  Embedding  3D  Zero-Shot  PDF
• 2022-06-24 Prosody Cloning in Zero-Shot Multispeaker Text-to-Speech    Florian Lux, Julia Koch, Ngoc Thang Vu arXiv_CL arXiv_CL  Embedding  Zero-Shot  Speech  Pose  PDF
• 2022-06-24 Unified BERT for Few-shot Natural Language Understanding    JunYu Lu, Ping Yang, JiaXing Zhang, RuYi Gan, Jing Yang arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Pose  Action  Classification  Few-Shot  Language_Model  PDF
• 2022-06-23 Video PreTraining : Learning to Act by Watching Unlabeled Online Videos    Bowen Baker, Ilge Akkaya, Peter Zhokhov, Joost Huizinga, Jie Tang, Adrien Ecoffet, Brandon Houghton, Raul Sampedro, Jeff Clune arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Face  Action  PDF
• 2022-06-22 Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation    Cansu Sancaktar, Sebastian Blaes, Georg Martius arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Sparse  Pose  Action  Relation  PDF
• 2022-06-22 Prototypical Contrastive Language Image Pretraining    Delong Chen, Zhao Wu, Fan Liu, Zaiquan Yang, Yixiang Huang, Yiping Bao, Erjin Zhou arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  Attention  Caption  PDF
• 2022-06-22 Template-based Approach to Zero-shot Intent Recognition    Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya arXiv_CL arXiv_CL  Transfer_Learning  Enhancement  Recognition  Zero-Shot  Text_Classification  Knowledge  Classification  Inference  PDF
• 2022-06-22 Scaling Autoregressive Models for Content-Rich Text-to-Image Generation    Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu arXiv_CV arXiv_CV  Transformer  Zero-Shot  Knowledge  GAN  Language_Model  PDF
• 2022-06-20 DALL-E for Detection: Language-driven Context Image Synthesis for Object Detection    Yunhao Ge, Jiashu Xu, Brian Nlong Zhao, Laurent Itti, Vibhav Vineet arXiv_CV arXiv_CV  Image_Caption  Recognition  Zero-Shot  Pose  Detection  Object_Detection  Caption  PDF
• 2022-06-20 DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations    Ximeng Sun, Ping Hu, Kate Saenko arXiv_CV arXiv_CV  Recognition  Zero-Shot  Optimization  Pose  PDF
• 2022-06-18 VReBERT: A Simple and Flexible Transformer for Visual Relationship Detection    Yu Cui, Moshiur Farazi arXiv_AI arXiv_AI  Transformer  Bert  Zero-Shot  Pose  Detection  Relation  Visual_Relation  Prediction  PDF
• 2022-06-17 AnyMorph: Learning Transferable Polices By Inferring Agent Morphology    Brandon Trabucco, Mariano Phielipp, Glen Berseth arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2022-06-17 Learning Using Privileged Information for Zero-Shot Action Recognition    Zhiyi Gao, Wanqing Li, Zihui Guo, Bin Yu, Yonghong Hou arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Action_Recognition  Action  Attention  PDF
• 2022-06-16 Zero-Shot AutoML with Pretrained Models    Ekrem Öztürk, Fabio Ferreira, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka, Frank Hutter arXiv_CV arXiv_CV  Zero-Shot  Deep_Learning  PDF
• 2022-06-16 MixGen: A New Multi-Modal Data Augmentation    Xiaoshuai Hao, Yi Zhu, Srikar Appalaraju, Aston Zhang, Wanqian Zhang, Bo Li, Mu Li arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Deep_Learning  Relation  VQA  QA  PDF
• 2022-06-16 Know your audience: specializing grounded language models with the game of Dixit    Aaditya K. Singh, David Ding, Andrew Saxe, Felix Hill, Andrew K. Lampinen arXiv_AI arXiv_AI  Zero-Shot  Pose  Attention  Language_Model  PDF
• 2022-06-16 'John ate 5 apples' != 'John ate some apples': Self-Supervised Paraphrase Quality Detection for Algebraic Word Problems    Rishabh Gupta, Venktesh V, Mukesh Mohania, Vikram Goyal arXiv_AI arXiv_AI  Zero-Shot  Self-Supervised  Pose  Detection  PDF
• 2022-06-16 Zero-Shot Video Question Answering via Frozen Bidirectional Language Models    Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid arXiv_CV arXiv_CV  Zero-Shot  Pose  VQA  Few-Shot  Activity  Inference  Language_Model  QA  PDF
• 2022-06-16 Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator    Hyuhng Joon Kim, Hyunsoo Cho, Junyeob Kim, Taeuk Kim, Kang Min Yoo, Sang-goo Lee arXiv_CL arXiv_CL  Zero-Shot  Text_Classification  Pose  Classification  Language_Model  PDF
• 2022-06-15 TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models    Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow arXiv_CL arXiv_CL  Recognition  Zero-Shot  Knowledge  Pose  Few-Shot  Language_Model  PDF
• 2022-06-15 Prefix Language Models are Unified Modal Learners    Shizhe Diao, Wangchunshu Zhou, Xinsong Zhang, Jiawei Wang arXiv_CV arXiv_CV  Zero-Shot  Pose  Classification  VQA  Text_Generation  Caption  Language_Model  QA  PDF
• 2022-06-15 Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech    Jan Lehečka, Jan Švec, Aleš Pražák, Josef V. Psutka arXiv_CL arXiv_CL  Transformer  Recognition  Zero-Shot  Speech  Speech_Recognition  PDF
• 2022-06-15 NatGen: Generative pre-training by 'Naturalizing' source code    Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding, Premkumar Devanbu, Baishakhi Ray arXiv_AI arXiv_AI  Zero-Shot  Self-Supervised  Pose  Few-Shot  Language_Model  PDF
• 2022-06-15 Zero-shot object goal visual navigation    Qianfan Zhao, Lu Zhang, Bin He, Hong Qiao, Zhiyong Liu arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Detection  PDF
• 2022-06-14 LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling    Linjie Li, Zhe Gan, Kevin Lin, Chung-Ching Lin, Zicheng Liu, Ce Liu, Lijuan Wang arXiv_CV arXiv_CV  Video_Caption  Zero-Shot  Face  Few-Shot  Caption  Language_Model  Video_Retrieval  PDF
• 2022-06-14 ReCo: Retrieve and Co-segment for Zero-shot Transfer    Gyungin Shin, Weidi Xie, Samuel Albanie arXiv_CV arXiv_CV  Image_Caption  Segmentation  Unsupervised  Semantic_Segmentation  Zero-Shot  Knowledge  Classification  Prediction  PDF
• 2022-06-14 Task Transfer and Domain Adaptation for Zero-Shot Question Answering    Xiang Pan, Alex Sheng, David Shimshoni, Aditya Singhal, Sara Rosenthal, Avirup Sil arXiv_CL arXiv_CL  Zero-Shot  Language_Model  PDF
• 2022-06-13 Language Models are General-Purpose Interfaces    Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei arXiv_CL arXiv_CL  Zero-Shot  Pose  Face  Few-Shot  Attention  Language_Model  PDF
• 2022-06-13 Transductive CLIP with Class-Conditional Contrastive Learning    Junchu Huang, Weijie Chen, Shicai Yang, Di Xie, Shiliang Pu, Yueting Zhuang arXiv_AI arXiv_AI  Zero-Shot  Pose  Contrastive_Learning  Classification  PDF
• 2022-06-12 GLIPv2: Unifying Localization and Vision-Language Understanding    Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao arXiv_AI arXiv_AI  Image_Caption  Segmentation  Zero-Shot  Contrastive_Learning  Detection  VQA  Few-Shot  Object_Detection  GAN  Caption  Language_Model  QA  PDF
• 2022-06-10 Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing    Melanie Rubino, Nicolas Guenon des Mesnards, Uday Shah, Nanjiang Jiang, Weiqi Sun, Konstantine Arkoudas arXiv_CL arXiv_CL  Zero-Shot  Deep_Learning  PDF
• 2022-06-10 Skill Transfer for Temporally-Extended Task Specifications    Jason Xinyu Liu, Ankit Shah, Eric Rosen, George Konidaris, Stefanie Tellex arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2022-06-10 Zero-Shot Audio Classification using Image Embeddings    Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen arXiv_SD arXiv_SD  Image_Caption  Embedding  Zero-Shot  Classification  Relation  PDF
• 2022-06-09 CLAP: Learning Audio Concepts From Natural Language Supervision    Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang arXiv_SD arXiv_SD  Zero-Shot  Speech  Pose  Contrastive_Learning  Classification  Inference  Prediction  PDF
• 2022-06-09 Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs    Jinguo Zhu, Xizhou Zhu, Wenhai Wang, Xiaohua Wang, Hongsheng Li, Xiaogang Wang, Jifeng Dai arXiv_CV arXiv_CV  Video_Caption  Zero-Shot  Sparse  Pose  Caption  Inference  PDF
• 2022-06-09 BigVGAN: A Universal Neural Vocoder with Large-Scale Training    Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon arXiv_CL arXiv_CL  Zero-Shot  Regularization  Adversarial  GAN  PDF
• 2022-06-09 Extracting Zero-shot Common Sense from Large Language Models for Robot 3D Scene Understanding    William Chen, Siyi Hu, Rajat Talak, Luca Carlone arXiv_CL arXiv_CL  3D  Zero-Shot  Knowledge  Pose  Language_Model  PDF
• 2022-06-09 A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning    Jixian Guo, Mingming Gong, Dacheng Tao arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Zero-Shot  Pose  Relation  Prediction  PDF
• 2022-06-09 Dict-NMT: Bilingual Dictionary based NMT for Extremely Low Resource Languages    Nalin Kumar, Deepak Kumar, Subhankar Mishra arXiv_AI arXiv_AI  Zero-Shot  NMT  PDF
• 2022-06-08 Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification    Stratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos arXiv_CL arXiv_CL  Zero-Shot  Classification  PDF
• 2022-06-08 Disentangled Ontology Embedding for Zero-shot Learning    Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen arXiv_AI arXiv_AI  Embedding  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Ontology  Classification  Relation  Image_Classification  PDF
• 2022-06-08 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning    Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2022-06-07 SHRED: 3D Shape Region Decomposition with Learned Local Operations    R. Kenny Jones, Aalia Habib, Daniel Ritchie arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Zero-Shot  Few-Shot  PDF
• 2022-06-07 FlexLip: A Controllable Text-to-Lip System    Dan Oneata, Beata Lorincz, Adriana Stan, Horia Cucu arXiv_AI arXiv_AI  Zero-Shot  Speech  Pose  PDF
• 2022-06-07 Intra-agent speech permits zero-shot task acquisition    Chen Yan, Federico Carnevale, Petko Georgiev, Adam Santoro, Aurelia Guy, Alistair Muldal, Chia-Chun Hung, Josh Abramson, Timothy Lillicrap, Gregory Wayne arXiv_AI arXiv_AI  Image_Caption  3D  Zero-Shot  Speech  Pose  Action  Caption  PDF
• 2022-06-07 OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection    Lis Kanashiro Pereira, Ichiro Kobayashi arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  Knowledge  Adversarial  Pose  Detection  Language_Model  PDF
• 2022-06-07 How Far I'll Go: Offline Goal-Conditioned Reinforcement Learning via $f$-Advantage Regression    Yecheng Jason Ma, Jason Yan, Dinesh Jayaraman, Osbert Bastani arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Optimization  Pose  Matching  PDF
• 2022-06-07 Masked Unsupervised Self-training for Zero-shot Image Classification    Junnan Li, Silvio Savarese, Steven C.H. Hoi arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Represenation_Learning  Regularization  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2022-06-06 No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval    Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Marzieh Fadaee, Roberto Lotufo, Rodrigo Nogueira arXiv_CL arXiv_CL  Zero-Shot  Action  Language_Model  PDF
• 2022-06-06 GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions    Gene Chou, Ilya Chugunov, Felix Heide arXiv_CV arXiv_CV  Point_Cloud  3D  Zero-Shot  Inference  PDF
• 2022-06-06 Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts    Basil Mustafa, Carlos Riquelme, Joan Puigcerver, Rodolphe Jenatton, Neil Houlsby arXiv_CV arXiv_CV  Zero-Shot  Sparse  Regularization  Pose  Contrastive_Learning  Quantitative  GAN  PDF
• 2022-06-05 Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models    Alon Levkovitch, Eliya Nachmani, Lior Wolf arXiv_AI arXiv_AI  Zero-Shot  Speech  Denoising  Inference  PDF
• 2022-06-05 A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism    Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Junjie Sun, Hong Yu, Xianchao Zhang arXiv_CL arXiv_CL  Zero-Shot  Pose  Classification  Attention  PDF
• 2022-06-03 Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning    Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng arXiv_AI arXiv_AI  Zero-Shot  Quantitative  Caption  Language_Model  PDF
• 2022-06-03 Drawing out of Distribution with Neuro-Symbolic Generative Models    Yichao Liang, Joshua B. Tenenbaum, Tuan Anh Le, N. Siddharth arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  Classification  Inference  PDF
• 2022-06-03 SNAKE: Shape-aware Neural 3D Keypoint Field    Chengliang Zhong, Peixing You, Xiaoxue Chen, Hao Zhao, Fuchun Sun, Guyue Zhou, Xiaodong Mu, Chuang Gan, Wenbing Huang arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Point_Cloud  3D  Zero-Shot  Salient  Pose  Detection  PDF
• 2022-06-03 Style-Content Disentanglement in Language-Image Pretraining Representations for Zero-Shot Sketch-to-Image Synthesis    Jan Zuiderveld arXiv_CV arXiv_CV  Zero-Shot  Sketch  Pose  Action  PDF
• 2022-06-03 Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian    Tatiana Shamardina, Vladislav Mikhailov, Daniil Chernianskii, Alena Fenogenova, Marat Saidov, Anastasiya Valeeva, Tatiana Shavrina, Ivan Smurov, Elena Tutubalina, Ekaterina Artemova arXiv_CL arXiv_CL  Bert  Zero-Shot  Classification  Detection  GAN  Summarization  PDF
• 2022-06-03 Zero-Shot Bird Species Recognition by Learning from Field Guides    Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  PDF
• 2022-06-02 Prefix Conditioning Unifies Language and Label Supervision    Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister arXiv_CV arXiv_CV  Image_Caption  Recognition  Zero-Shot  Pose  Contrastive_Learning  Caption  PDF
• 2022-06-02 Is Mapping Necessary for Realistic PointGoal Navigation?    Ruslan Partsey, Erik Wijmans, Naoki Yokoyama, Oles Dobosevych, Dhruv Batra, Oleksandr Maksymets arXiv_CV arXiv_CV  Reinforcement_Learning  Zero-Shot  RNN  Pose  Face  Autonomous  PDF
• 2022-06-02 Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection    Juuso Eronen, Michal Ptaszynski, Fumito Masui, Masaki Arata, Gniewosz Leliwa, Michal Wroczynski arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Detection  Relation  PDF
• 2022-06-02 RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning    Hao Chen, Guangkai Yang, Junge Zhang, Qiyue Yin, Kaiqi Huang arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  Face  Action  Relation  Attention  PDF
• 2022-06-01 Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training    Yan Zeng, Wangchunshu Zhou, Ao Luo, Xinsong Zhang arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Contrastive_Learning  Caption  Language_Model  PDF
• 2022-06-01 Learning Invariant Visual Representations for Compositional Zero-Shot Learning    Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  Pose  Relation  PDF
• 2022-05-31 VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting    Kashif Rasul, Young-Jin Park, Max Nihlén Ramström, Kyung-Min Kim arXiv_AI arXiv_AI  Zero-Shot  Deep_Learning  Prediction  PDF
• 2022-05-31 EMS: Efficient and Effective Massively Multilingual Sentence Representation Learning    Zhuoyuan Mao, Chenhui Chu, Sadao Kurohashi arXiv_CL arXiv_CL  Reconstruction  Bert  Sentiment_Classification  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Classification  Sentiment  PDF
• 2022-05-31 Prompt Injection: Parameterization of Fixed Inputs    Eunbi Choi, Yongrae Jo, Joel Jang, Minjoon Seo arXiv_CL arXiv_CL  Zero-Shot  Pose  Inference  Language_Model  PDF
• 2022-05-30 Guided-TTS 2: A Diffusion Model for High-quality Adaptive Text-to-Speech with Untranscribed Data    Sungwon Kim, Heeseung Kim, Sungroh Yoon arXiv_AI arXiv_AI  Zero-Shot  Speech  Pose  PDF
• 2022-05-30 Adapting Rapid Motor Adaptation for Bipedal Robots    Ashish Kumar, Zhongyu Li, Jun Zeng, Deepak Pathak, Koushil Sreenath, Jitendra Malik arXiv_AI arXiv_AI  Zero-Shot  Pose  Action  PDF
• 2022-05-30 Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer    Fu-Ming Guo, Yingfang Fan arXiv_AI arXiv_AI  Transformer  Zero-Shot  Classification  Few-Shot  PDF
• 2022-05-30 Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task    Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Roberto Lotufo, Rodrigo Nogueira arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  Language_Model  PDF
• 2022-05-30 Prompt-aligned Gradient for Prompt Tuning    Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Few-Shot  Language_Model  Prediction  PDF
• 2022-05-29 Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning    Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen arXiv_CL arXiv_CL  Enhancement  Zero-Shot  Knowledge  Pose  Few-Shot  Inference  Language_Model  PDF
• 2022-05-28 CyCLIP: Cyclic Contrastive Language-Image Pretraining    Shashank Goel, Hritik Bansal, Sumit Bhatia, Ryan A. Rossi, Vishwa Vinay, Aditya Grover arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Pose  Classification  Inference  Prediction  PDF
• 2022-05-28 Approximate Conditional Coverage via Neural Model Approximations    Allen Schmaltz, Danielle Rasooly arXiv_CL arXiv_CL  Sentiment_Classification  Zero-Shot  Pose  Classification  Detection  Sentiment  Prediction  PDF
• 2022-05-27 Nearest Neighbor Zero-Shot Inference    Weijia Shi, Julian Michael, Suchin Gururangan, Luke Zettlemoyer arXiv_CL arXiv_CL  Zero-Shot  Text_Classification  Sparse  Classification  Inference  Language_Model  PDF
• 2022-05-26 Learning Dialogue Representations from Consecutive Utterances    Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang arXiv_CL arXiv_CL  Embedding  Unsupervised  Zero-Shot  Self-Supervised  Contrastive_Learning  Classification  Few-Shot  PDF
• 2022-05-25 Large Language Models are Zero-Shot Clinical Information Extractors    Monica Agrawal, Stefan Hegselmann, Hunter Lang, Yoon Kim, David Sontag arXiv_AI arXiv_AI  Zero-Shot  Action  Few-Shot  Language_Model  PDF
• 2022-05-25 ZeroGen$^+$: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning    Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong arXiv_CL arXiv_CL  Zero-Shot  Text_Classification  Pose  Classification  Language_Model  PDF
• 2022-05-25 Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning    Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskenazi, Jeffrey P. Bigham arXiv_CL arXiv_CL  Zero-Shot  Pose  Action  Detection  Few-Shot  Language_Model  PDF
• 2022-05-25 Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation    Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Summarization  PDF
• 2022-05-25 Multimodal Knowledge Alignment with Reinforcement Learning    Youngjae Yu, Jiwan Chung, Heeseung Yun, Jack Hessel, JaeSung Park, Ximing Lu, Prithviraj Ammanabrolu, Rowan Zellers, Ronan Le Bras, Gunhee Kim, Yejin Choi arXiv_CV arXiv_CV  Reinforcement_Learning  Zero-Shot  Optimization  Knowledge  Pose  Caption  Language_Model  PDF
• 2022-05-25 Intermediate Training on Question Answering Datasets Improves Generative Data Augmentation    Dheeraj Mekala, Tu Vu, Jingbo Shang arXiv_CL arXiv_CL  Zero-Shot  Classification  Sentiment  Few-Shot  Text_Generation  Language_Model  QA  PDF
• 2022-05-25 ORCA: Interpreting Prompted Language Models via Locating Supporting Data Evidence in the Ocean of Pretraining Data    Xiaochuang Han, Yulia Tsvetkov arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Pose  Sentiment  Language_Model  PDF
• 2022-05-25 EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing    Nora Kassner, Fabio Petroni, Mikhail Plekhanov, Sebastian Riedel, Nicola Cancedda arXiv_CL arXiv_CL  Embedding  Zero-Shot  Knowledge  Pose  PDF
• 2022-05-24 Continual-T0: Progressively Instructing 50+ Tasks to Language Models Without Forgetting    Thomas Scialom, Tuhin Chakrabarty, Smaranda Muresan arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Language_Model  PDF
• 2022-05-24 Toxicity Detection with Generative Prompt-based Inference    Yau-Shian Wang, Yingshan Chang arXiv_AI arXiv_AI  Zero-Shot  Quantitative  Classification  Detection  Inference  Language_Model  PDF
• 2022-05-24 T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation    Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot, Holger Schwenk arXiv_CL arXiv_CL  Zero-Shot  Speech  PDF
• 2022-05-24 Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer    Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Zero-Shot  Knowledge  Pose  Few-Shot  PDF
• 2022-05-24 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections    Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  VQA  Attention  Caption  PDF
• 2022-05-24 Word-order typology in Multilingual BERT: A case study in subordinate-clause detection    Dmitry Nikolaev, Sebastian Padó arXiv_CL arXiv_CL  Bert  Zero-Shot  Action  Detection  PDF
• 2022-05-24 Large Language Models are Zero-Shot Reasoners    Takeshi Kojima, Shixiang Shane Gu, Machel Reid, Yutaka Matsuo, Yusuke Iwasawa arXiv_AI arXiv_AI  Tracking  Zero-Shot  Knowledge  Few-Shot  Language_Model  PDF
• 2022-05-24 On the Role of Bidirectionality in Language Model Pre-Training    Mikel Artetxe, Jingfei Du, Naman Goyal, Luke Zettlemoyer, Ves Stoyanov arXiv_AI arXiv_AI  Bert  Zero-Shot  Pose  Attention  Language_Model  Prediction  PDF
• 2022-05-24 Workflow Discovery from Dialogues in the Low Data Regime    Amine El Hattami, Stefania Raimondo, Issam Laradji, David Vazquez, Pau Rodriguez, Chris Pal arXiv_CL arXiv_CL  Transformer  Tracking  Zero-Shot  Pose  Action  Few-Shot  GAN  PDF
• 2022-05-23 Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models    Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky arXiv_CL arXiv_CL  Style_Transfer  Zero-Shot  Pose  Few-Shot  Language_Model  PDF
• 2022-05-23 Local Byte Fusion for Neural Machine Translation    Makesh Narsimhan Sreedhar, Xiangpeng Wan, Yu Cheng, Junjie Hu arXiv_AI arXiv_AI  Zero-Shot  Pose  PDF
• 2022-05-23 Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images    Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Detection  PDF
• 2022-05-23 The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains    Haoran Xu, Philipp Koehn, Kenton Murray arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2022-05-23 Learning Long-Horizon Robot Exploration Strategies for Multi-Object Search in Continuous Action Spaces    F. Schmalstieg, D. Honerkamp, T. Welschehold, A. Valada arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Action  PDF
• 2022-05-23 Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements    Conrad Borchers, Dalia Sara Gala, Benjamin Gilburt, Eduard Oravkin, Wilfried Bounsi, Yuki M. Asano, Hannah Rose Kirk arXiv_AI arXiv_AI  Zero-Shot  Language_Model  PDF
• 2022-05-23 Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt    Jiangmeng Li, Wenyi Mo, Wenwen Qiang, Bing Su, Changwen Zheng arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Classification  Inference  Language_Model  PDF
• 2022-05-21 Life after BERT: What do Other Muppets Understand about Language?    Vladislav Lialin, Kevin Zhao, Namrata Shivagunde, Anna Rumshisky arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  PDF
• 2022-05-21 An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs    Jiarui Zhang, Filip Ilievski, Kaixin Ma, Jonathan Francis, Alessandro Oltramari arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Language_Model  PDF
• 2022-05-21 DeepStruct: Pretraining of Language Models for Structure Prediction    Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song arXiv_AI arXiv_AI  Tracking  Recognition  Zero-Shot  Knowledge  Action  Classification  Detection  Relation  Relation_Extraction  Language_Model  Prediction  PDF
• 2022-05-20 Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog    Chia-Chien Hung, Anne Lauscher, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš arXiv_CL arXiv_CL  Tracking  Zero-Shot  Few-Shot  Language_Model  PDF
• 2022-05-20 Understanding and Mitigating the Uncertainty in Zero-Shot Translation    Wenxuan Wang, Wenxiang Jiao, Shuo Wang, Zhaopeng Tu, Michael R. Lyu arXiv_AI arXiv_AI  Zero-Shot  Pose  NMT  Inference  PDF
• 2022-05-19 Voice Activity Projection: Self-supervised Learning of Turn-taking Events    Erik Ekstedt, Gabriel Skantze arXiv_SD arXiv_SD  Zero-Shot  Self-Supervised  Pose  Activity  Prediction  PDF
• 2022-05-19 Towards a Holistic View on Argument Quality Prediction    Michael Fromm, Max Berrendorf, Johanna Reiml, Isabelle Mayerhofer, Siddharth Bhargava, Evgeniy Faerman, Thomas Seidl arXiv_AI arXiv_AI  Zero-Shot  Emotion  Action  Detection  Attention  Prediction  PDF
• 2022-05-19 End-to-End Zero-Shot Voice Style Transfer with Location-Variable Convolutions    Wonjune Kang, Deb Roy arXiv_SD arXiv_SD  Style_Transfer  Zero-Shot  Knowledge  Speech  Pose  PDF
• 2022-05-18 Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator    Guangzhi Sun, Chao Zhang, Philip C Woodland arXiv_CL arXiv_CL  Tracking  Recognition  Zero-Shot  Knowledge  Speech  Pose  Ontology  Speech_Recognition  Language_Model  PDF
• 2022-05-18 Persian Natural Language Inference: A Meta-learning approach    Heydar Soudani, Mohammad Hassan Mojab, Hamid Beigy arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  Inference  QA  PDF
• 2022-05-17 OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval    Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2022-05-17 Disentangling Visual Embeddings for Attributes and Objects    Nirat Saini, Khoi Pham, Abhinav Shrivastava arXiv_CV arXiv_CV  Embedding  Recognition  Zero-Shot  Pose  Classification  PDF
• 2022-05-17 AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars    Fangzhou Hong, Mingyuan Zhang, Liang Pan, Zhongang Cai, Lei Yang, Ziwei Liu arXiv_CV arXiv_CV  OCR  3D  Zero-Shot  Knowledge  Pose  Quantitative  Language_Model  PDF
• 2022-05-17 Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT    Beiduo Chen, Wu Guo, Quan Liu, Kun Tao arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Zero-Shot  Pose  Attention  Language_Model  PDF
• 2022-05-16 FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization    David Wan, Mohit Bansal arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Contrastive_Learning  Few-Shot  Summarization  PDF
• 2022-05-16 Heroes, Villains, and Victims, and GPT-3 -- Automated Extraction of Character Roles Without Training Data    Dominik Stammbach, Maria Antoniak, Elliott Ash arXiv_CL arXiv_CL  Zero-Shot  Speech  Action  Language_Model  PDF
• 2022-05-15 SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models    Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  Few-Shot  Language_Model  PDF
• 2022-05-15 Not to Overfit or Underfit? A Study of Domain Generalization in Question Answering    Md Arafat Sultan, Avirup Sil, Radu Florian arXiv_CL arXiv_CL  Zero-Shot  Knowledge  PDF
• 2022-05-15 GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech Synthesis    Rongjie Huang, Yi Ren, Jinglin Liu, Chenye Cui, Zhou Zhao arXiv_CL arXiv_CL  Style_Transfer  Zero-Shot  Speech  Pose  Emotion  Few-Shot  PDF
• 2022-05-13 KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning    Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  Pose  PDF
• 2022-05-13 Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?    Longquan Jiang, Ricardo Usbeck arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2022-05-12 Simple Open-Vocabulary Object Detection with Vision Transformers    Matthias Minderer, Alexey Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby arXiv_CV arXiv_CV  Transformer  Zero-Shot  Regularization  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-05-12 CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation    Yuning Mao, Ming Zhong, Jiawei Han arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Pose  Few-Shot  Summarization  PDF
• 2022-05-12 Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models    Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury arXiv_CL arXiv_CL  Transformer  Zero-Shot  Multi_Task  Language_Model  Prediction  PDF
• 2022-05-12 Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction    Manikandan Ravikiran, Bharathi Raja Chakravarthi arXiv_CL arXiv_CL  Transformer  Zero-Shot  Action  Classification  PDF
• 2022-05-12 Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022    Sebastian T. Vincent, Loïc Barrault, Carolina Scarton arXiv_CL arXiv_CL  Zero-Shot  NMT  PDF
• 2022-05-12 Open Vocabulary Extreme Classification Using Generative Models    Daniel Simig, Fabio Petroni, Pouya Yanki, Kashyap Popat, Christina Du, Sebastian Riedel, Majid Yazdani arXiv_CL arXiv_CL  Zero-Shot  Pose  Classification  PDF
• 2022-05-11 Clinical Prompt Learning with Frozen Language Models    Niall Taylor, Yi Zhang, Dan Joyce, Alejo Nevado-Holgado, Andrey Kormilitzin arXiv_CL arXiv_CL  Zero-Shot  Few-Shot  Medical  Language_Model  PDF
• 2022-05-11 Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models    Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava arXiv_AI arXiv_AI  Zero-Shot  Pose  Quantitative  Detection  PDF
• 2022-05-11 Towards Improved Zero-shot Voice Conversion with Conditional DSVAE    Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Classification  PDF
• 2022-05-10 Unifying Language Learning Paradigms    Yi Tay, Mostafa Dehghani, Vinh Q. Tran, Xavier Garcia, Dara Bahri, Tal Schuster, Huaixiu Steven Zheng, Neil Houlsby, Donald Metzler arXiv_CL arXiv_CL  Zero-Shot  Text_Classification  Knowledge  Pose  Classification  Summarization  PDF
• 2022-05-10 Learning to Answer Visual Questions from Web Videos    Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  Zero-Shot  Pose  VQA  Activity  QA  PDF
• 2022-05-10 From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective    Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant arXiv_CL arXiv_CL  Zero-Shot  Sparse  Represenation_Learning  Pose  Attention  Language_Model  Matching  PDF
• 2022-05-10 Weakly-supervised segmentation of referring expressions    Robin Strudel, Ivan Laptev, Cordelia Schmid arXiv_AI arXiv_AI  Transformer  Segmentation  Semantic_Segmentation  Zero-Shot  Pose  Classification  PDF
• 2022-05-09 A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank    Dan Malkin, Tomasz Limisiewicz, Gabriel Stanovsky arXiv_AI arXiv_AI  Bert  Zero-Shot  Relation  Language_Model  PDF
• 2022-05-09 ProQA: Structural Prompt-based Pre-training for Unified Question Answering    Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Knowledge  Few-Shot  QA  PDF
• 2022-05-08 Context-Aware Abbreviation Expansion Using Large Language Models    Shanqing Cai, Subhashini Venugopalan, Katrin Tomanek, Ajit Narayanan, Meredith R. Morris, Michael P. Brenner arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  Language_Model  PDF
• 2022-05-07 Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding    Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Xianglin Zuo, Daxin Jiang arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-05-05 Language Models Can See: Plugging Visual Controls in Text Generation    Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Pose  Text_Generation  Caption  Language_Model  Matching  PDF
• 2022-05-05 BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog    Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He arXiv_CL arXiv_CL  Reconstruction  Zero-Shot  Pose  Face  Denoising  PDF
• 2022-05-05 Declaration-based Prompt Tuning for Visual Question Answering    Yuhang Liu, Wei Wei, Daowan Peng, Feida Zhu arXiv_AI arXiv_AI  Zero-Shot  Self-Supervised  Pose  VQA  Few-Shot  Language_Model  Prediction  QA  Matching  PDF
• 2022-05-04 Language Models in the Loop: Incorporating Prompting into Weak Supervision    Ryan Smith, Jason A. Fries, Braden Hancock, Stephen H. Bach arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  Language_Model  PDF
• 2022-05-04 Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer    Sharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar arXiv_CL arXiv_CL  Embedding  Unsupervised  Style_Transfer  Zero-Shot  Knowledge  Adversarial  Action  Denoising  GAN  PDF
• 2022-05-04 CoCa: Contrastive Captioners are Image-Text Foundation Models    Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Recognition  Zero-Shot  Represenation_Learning  Classification  VQA  Attention  Caption  QA  PDF
• 2022-05-04 All You May Need for VQA are Image Captions    Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Pose  VQA  Caption  QA  PDF
• 2022-05-03 Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features    Yufei Tian, Nanyun Peng arXiv_AI arXiv_AI  Zero-Shot  Sketch  Pose  PDF
• 2022-05-03 Cross-modal Representation Learning for Zero-shot Action Recognition    Chung-Ching Lin, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Zero-Shot  Represenation_Learning  Knowledge  Action_Recognition  Action  Activity  Inference  PDF
• 2022-05-03 Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning    Mike Zhang, Kristian Nørgaard Jensen, Barbara Plank arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Classification  Few-Shot  PDF
• 2022-05-03 Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning    Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre arXiv_CL arXiv_CL  Zero-Shot  Action  Relation  Few-Shot  Relation_Extraction  PDF
• 2022-05-02 Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering    AJ Piergiovanni, Wei Li, Weicheng Kuo, Mohammad Saffar, Fred Bertsch, Anelia Angelova arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Pose  VQA  Caption  QA  PDF
• 2022-05-02 Semantically Informed Slang Interpretation    Zhewei Sun, Richard Zemel, Yang Xu arXiv_AI arXiv_AI  Zero-Shot  Sparse  Pose  Few-Shot  PDF
• 2022-04-30 Visual Spatial Reasoning    Fangyu Liu, Guy Emerson, Nigel Collier arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Classification  Relation  Caption  Language_Model  PDF
• 2022-04-30 Opponent Modeling in Negotiation Dialogues by Related Data Adaptation    Kushal Chawla, Gale M. Lucas, Jonathan May, Jonathan Gratch arXiv_AI arXiv_AI  Zero-Shot  Pose  Action  Few-Shot  PDF
• 2022-04-29 Prompt Consistency for Zero-Shot Task Generalization    Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Pose  Inference  Language_Model  Prediction  PDF
• 2022-04-29 CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification    Marcos V. Conde, Kerem Turgutlu arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Classification  PDF
• 2022-04-29 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining    Yuting Gao, Jinfeng Liu, Zihan Xu, Jun Zhang, Ke Li, Chunhua Shen arXiv_AI arXiv_AI  Zero-Shot  Pose  Classification  Detection  Relation  Object_Detection  Image_Classification  Language_Model  PDF
• 2022-04-29 Czech Dataset for Cross-lingual Subjectivity Classification    Pavel Přibáň, Josef Steinberger arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Review  Pose  Classification  PDF
• 2022-04-28 Instilling Type Knowledge in Language Models via Multi-Task QA    Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian McAuley arXiv_AI arXiv_AI  Tracking  Zero-Shot  Knowledge  Knowledge_Graph  Language_Model  QA  PDF
• 2022-04-28 Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization    Ruipeng Jia, Xingxing Zhang, Yanan Cao, Shi Wang, Zheng Lin, Furu Wei arXiv_AI arXiv_AI  Zero-Shot  Pose  Summarization  PDF
• 2022-04-28 Simplifying Multilingual News Clustering Through Projection From a Shared Space    João Santos, Afonso Mendes, Sebastião Miranda arXiv_CL arXiv_CL  Embedding  Zero-Shot  GAN  PDF
• 2022-04-27 LyS_ACoru~na at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing    Iago Alonso-Alonso, David Vilares, Carlos Gómez-Rodríguez arXiv_CL arXiv_CL  Zero-Shot  Sentiment  Language_Model  PDF
• 2022-04-27 A Thorough Examination on Zero-shot Dense Retrieval    Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qifei Wu, Yuchen Ding, Hua Wu, Haifeng Wang, Ji-Rong Wen arXiv_CL arXiv_CL  Zero-Shot  Sparse  Review  Language_Model  PDF
• 2022-04-27 A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer    Ayan Sengupta, Tharun Suresh, Md Shad Akhtar, Tanmoy Chakraborty arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Zero-Shot  Represenation_Learning  Pose  Relation  Attention  Language_Model  PDF
• 2022-04-27 Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems    Rushang Karia, Siddharth Srivastava arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Knowledge  Action  Deep_Learning  Relation  PDF
• 2022-04-26 MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text Retrieval    Yuying Ge, Yixiao Ge, Xihui Liu, Alex Jinpeng Wang, Jianping Wu, Ying Shan, Xiaohu Qie, Ping Luo arXiv_CV arXiv_CV  Reconstruction  Recognition  Bert  Zero-Shot  Action_Recognition  Action  Prediction  Video_Retrieval  PDF
• 2022-04-25 AI Personification: Estimating the Personality of Language Models    Saketh Reddy Karra, Son Nguyen, Theja Tulabandhula arXiv_AI arXiv_AI  Zero-Shot  Classification  Text_Generation  Language_Model  PDF
• 2022-04-25 Zero-Shot Logit Adjustment    Dubing Chen, Yuming Shen, Haofeng Zhang, Philip H.S. Torr arXiv_CV arXiv_CV  Zero-Shot  Pose  Inference  PDF
• 2022-04-24 Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval    Revanth Gangi Reddy, Md Arafat Sultan, Martin Franz, Avirup Sil, Heng Ji arXiv_CL arXiv_CL  Zero-Shot  Sparse  Pose  Attention  PDF
• 2022-04-24 Towards the Semantic Weak Generalization Problem in Generative Zero-Shot Learning: Ante-hoc and Post-hoc    Dubing Chen, Yuming Shen, Haofeng Zhang, Philip H.S. Torr arXiv_CV arXiv_CV  Zero-Shot  PDF
• 2022-04-23 Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation?    Yuchen Cui, Scott Niekum, Abhinav Gupta, Vikash Kumar, Aravind Rajeswaran arXiv_AI arXiv_AI  Zero-Shot  Sketch  Pose  Autonomous  PDF
• 2022-04-23 On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning    Muhammad Umer Anwaar, Zhihui Pan, Martin Kleinsteuber arXiv_AI arXiv_AI  Embedding  Zero-Shot  Image_Retrieval  Knowledge  Pose  QA  PDF
• 2022-04-22 iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition    Yixuan Wei, Yue Cao, Zheng Zhang, Zhuliang Yao, Zhenda Xie, Han Hu, Baining Guo arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Zero-Shot  Represenation_Learning  Pose  Action_Recognition  Action  Classification  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2022-04-22 FaithDial: A Faithful Benchmark for Information-Seeking Dialogue    Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar Zaiane, Mo Yu, Edoardo M. Ponti, Siva Reddy arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  PDF
• 2022-04-22 Tweets2Stance: Users stance detection exploiting Zero-Shot Learning Algorithms on Tweets    Margherita Gambini, Tiziano Fagni, Caterina Senette, Maurizio Tesconi arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Knowledge  Pose  Detection  Object_Detection  Attention  PDF
• 2022-04-22 Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels    Shervin Rahimzadeh Arashloo arXiv_CV arXiv_CV  Zero-Shot  Pose  Face  Detection  Relation  PDF
• 2022-04-22 Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues    Gustavo Penha, Claudia Hauff arXiv_CL arXiv_CL  Zero-Shot  Sparse  Attention  Language_Model  PDF
• 2022-04-21 Standing on the Shoulders of Giant Frozen Language Models    Yoav Levine, Itay Dalmedigos, Ori Ram, Yoel Zeldes, Daniel Jannai, Dor Muhlgay, Yoni Osin, Opher Lieber, Barak Lenz, Shai Shalev-Shwartz, Amnon Shashua, Kevin Leyton-Brown, Yoav Shoham arXiv_CL arXiv_CL  Zero-Shot  Language_Model  PDF
• 2022-04-20 Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers    Angelo Basile, Marc Franco-Salvador, Paolo Rosso arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Sentiment  PDF
• 2022-04-20 K-LITE: Learning Transferable Visual Models with External Knowledge    Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Anna Rohrbach, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Jianfeng Gao arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Zero-Shot  Knowledge  Pose  Classification  Detection  Few-Shot  Object_Detection  Caption  Image_Classification  PDF
• 2022-04-19 Cross-Lingual Phrase Retrieval    Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Tan Yan, Tian Lan, Wei Wei, Xian-Ling Mao arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2022-04-19 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models    Chunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Yong Jae Lee, Houdong Hu, Zicheng Liu, Jianfeng Gao arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2022-04-18 Zero-shot Entity and Tweet Characterization with Designed Conditional Prompts and Contexts    Sharath Srivatsa, Tushar Mohan, Kumari Neha, Nishchay Malakar, Ponnurangam Kumaraguru, Srinath Srinivasa arXiv_CL arXiv_CL  Transformer  Zero-Shot  Text_Classification  Pose  Classification  Few-Shot  Language_Model  PDF
• 2022-04-18 GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding    Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan arXiv_CL arXiv_CL  Zero-Shot  Pose  Contrastive_Learning  Attention  PDF
• 2022-04-18 Cross-view Brain Decoding    Subba Reddy Oota, Jashn Arora, Manish Gupta, Raju S. Bapi arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Pose  Action  Caption  PDF
• 2022-04-17 Learning Compositional Representations for Effective Low-Shot Generalization    Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama arXiv_AI arXiv_AI  Unsupervised  Recognition  Zero-Shot  Salient  Adversarial  Pose  Face  Few-Shot  CNN  PDF
• 2022-04-16 Multimodal Few-Shot Object Detection with Meta-Learning Based Cross-Modal Prompting    Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Rama Chellappa, Shih-Fu Chang arXiv_AI arXiv_AI  Zero-Shot  Pose  Detection  Few-Shot  Object_Detection  Language_Model  PDF
• 2022-04-16 Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation    Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao arXiv_CL arXiv_CL  Zero-Shot  Self-Supervised  Summarization  Text_Generation  Language_Model  PDF
• 2022-04-16 A Hierarchical N-Gram Framework for Zero-Shot Link Prediction    Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Face  Relation  GAN  Prediction  PDF
• 2022-04-15 Improving Passage Retrieval with Zero-Shot Question Generation    Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, Luke Zettlemoyer arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Pose  Attention  Language_Model  PDF
• 2022-04-15 mGPT: Few-Shot Learners Go Multilingual    Oleh Shliazhko, Alena Fenogenova, Maria Tikhonova, Vladislav Mikhailov, Anastasia Kozlova, Tatiana Shavrina arXiv_AI arXiv_AI  Zero-Shot  Sparse  Knowledge  Face  Classification  Few-Shot  Attention  Inference  Language_Model  PDF
• 2022-04-15 Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters    Tal Schuster, Sihao Chen, Senaka Buthpitiya, Alex Fabrikant, Donald Metzler arXiv_CL arXiv_CL  Zero-Shot  Action  Relation  Inference  PDF
• 2022-04-14 The Art of Prompting: Event Detection based on Type Specific Prompts    Sijia Wang, Mo Yu, Lifu Huang arXiv_CL arXiv_CL  Zero-Shot  Detection  Few-Shot  PDF
• 2022-04-14 CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations    Rakesh R Menon, Sayan Ghosh, Shashank Srivastava arXiv_CL arXiv_CL  Zero-Shot  Classification  PDF
• 2022-04-13 Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages    Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Sentiment_Classification  Zero-Shot  Classification  Sentiment  Language_Model  PDF
• 2022-04-13 The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer    Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Language_Model  QA  PDF
• 2022-04-13 Impossible Triangle: What's Next for Pre-trained Language Models?    Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  Few-Shot  Language_Model  PDF
• 2022-04-13 Hierarchical Text-Conditional Image Generation with CLIP Latents    Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, Mark Chen arXiv_CV arXiv_CV  Image_Caption  Embedding  Zero-Shot  Pose  Caption  PDF
• 2022-04-12 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension    Sanjay Subramanian, Will Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach arXiv_CL arXiv_CL  Zero-Shot  Pose  Classification  Relation  Image_Classification  PDF
• 2022-04-12 Dynamic Dialogue Policy Transformer for Continual Reinforcement Learning    Christian Geishauser, Carel van Niekerk, Nurul Lubis, Michael Heck, Hsien-Chin Lin, Shutong Feng, Milica Gašić arXiv_CL arXiv_CL  Transformer  Reinforcement_Learning  Zero-Shot  Knowledge  Pose  PDF
• 2022-04-12 InCoder: A Generative Model for Code Infilling and Synthesis    Daniel Fried, Armen Aghajanyan, Jessy Lin, Sida Wang, Eric Wallace, Freda Shi, Ruiqi Zhong, Wen-tau Yih, Luke Zettlemoyer, Mike Lewis arXiv_CL arXiv_CL  Zero-Shot  Inference  PDF
• 2022-04-12 XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking    Han Zhou, Ignacio Iacobacci, Pasquale Minervini arXiv_CL arXiv_CL  Tracking  Zero-Shot  Pose  Prediction  QA  PDF
• 2022-04-12 What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?    Thomas Wang, Adam Roberts, Daniel Hesslow, Teven Le Scao, Hyung Won Chung, Iz Beltagy, Julien Launay, Colin Raffel arXiv_CL arXiv_CL  Transformer  Unsupervised  Zero-Shot  Language_Model  PDF
• 2022-04-12 Three-Stream Joint Network for Zero-Shot Sketch-Based Image Retrieval    Yu-Wei Zhan, Xin Luo, Yongxin Wang, Zhen-Duo Chen, Xin-Shun Xu arXiv_CV arXiv_CV  Embedding  Zero-Shot  Sketch  Image_Retrieval  Knowledge  Pose  Action  PDF
• 2022-04-12 Open-set Text Recognition via Character-Context Decoupling    Chang Liu, Chun Yang, Xu-Cheng Yin arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Quantitative  Classification  Attention  PDF
• 2022-04-11 Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0    Francesco De Toni, Christopher Akiki, Javier de la Rosa, Clémentine Fourrier, Enrique Manjavacas, Stefan Schweter, Daniel van Strien arXiv_CL arXiv_CL  Recognition  Zero-Shot  PDF
• 2022-04-11 Few-Shot Object Detection in Unseen Domains    Karim Guirguis, George Eskandar, Matthias Kayser, Bin Yang, Juergen Beyerer arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Detection  Few-Shot  Object_Detection  PDF
• 2022-04-11 Zero-shot Cross-lingual Conversational Semantic Role Labeling    Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2022-04-11 No Token Left Behind: Explainability-Aided Image Classification and Generation    Roni Paiss, Hila Chefer, Lior Wolf arXiv_CV arXiv_CV  Recognition  Zero-Shot  Classification  Image_Classification  Matching  PDF
• 2022-04-10 Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts    Saadullah Amin, Noon Pokaratsiri Goldstein, Morgan Kelly Wixted, Alejandro García-Rudolph, Catalina Martínez-Costa, Günter Neumann arXiv_CL arXiv_CL  Recognition  Bert  Zero-Shot  Knowledge  Pose  Action  Few-Shot  Language_Model  PDF
• 2022-04-10 Robust Cross-Modal Representation Learning with Progressive Self-Distillation    Alex Andonian, Shixing Chen, Raffay Hamid arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Represenation_Learning  Knowledge  Contrastive_Learning  Classification  Caption  PDF
• 2022-04-09 Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization    Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu arXiv_CL arXiv_CL  Zero-Shot  Pose  Summarization  PDF
• 2022-04-08 Evaluating the Adversarial Robustness for Fourier Neural Operators    Abolaji D. Adesoji, Pin-Yu Chen arXiv_AI arXiv_AI  Super_Resolution  Zero-Shot  Adversarial  PDF
• 2022-04-08 KGI: An Integrated Framework for Knowledge Intensive Language Tasks    Md Faisal Mahbub Chowdhury, Michael Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  QA  PDF
• 2022-04-08 Canonical Mean Filter for Almost Zero-Shot Multi-Task classification    Yong Li, Heng Wang, Xiang Ye arXiv_CV arXiv_CV  Embedding  Zero-Shot  Pose  Classification  Few-Shot  PDF
• 2022-04-07 Unsupervised Prompt Learning for Vision-Language Models    Tony Huang, Jack Chu, Fangyun Wei arXiv_CV arXiv_CV  Embedding  Unsupervised  Transfer_Learning  Recognition  Zero-Shot  Pose  Inference  Language_Model  PDF
• 2022-04-07 Adapting CLIP For Phrase Localization Without Further Training    Jiahao Li, Greg Shakhnarovich, Raymond A. Yeh arXiv_AI arXiv_AI  Embedding  Weakly_Supervised  Zero-Shot  Pose  Detection  Object_Detection  Caption  PDF
• 2022-04-07 Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction    Kalyan Vasudev Alwala, Abhinav Gupta, Shubham Tulsiani arXiv_CV arXiv_CV  Reconstruction  Recognition  3D  Zero-Shot  Quantitative  Inference  PDF
• 2022-04-07 Zero-Shot Category-Level Object Pose Estimation    Walter Goodwin, Sagar Vaze, Ioannis Havoutis, Ingmar Posner arXiv_CV arXiv_CV  Transformer  3D  Zero-Shot  Pose_Estimation  Self-Supervised  Pose  Inference  PDF
• 2022-04-07 Unified Contrastive Learning in Image-Text-Label Space    Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Recognition  Zero-Shot  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2022-04-07 Imitating, Fast and Slow: Robust learning from demonstrations via decision-time planning    Carl Qi, Pieter Abbeel, Aditya Grover arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2022-04-07 Learning to Compose Soft Prompts for Compositional Zero-Shot Learning    Nihal V. Nayak, Peilin Yu, Stephen H. Bach arXiv_CV arXiv_CV  Zero-Shot  Pose  Inference  Language_Model  PDF
• 2022-04-07 BERTuit: Understanding Spanish language in Twitter through a native transformer    Javier Huertas-Tato, Alejandro Martin, David Camacho arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  Optimization  Pose  Face  Attention  Language_Model  PDF
• 2022-04-06 ByT5 model for massively multilingual grapheme-to-phoneme conversion    Jian Zhu, Cong Zhang, David Jurgens arXiv_CL arXiv_CL  Zero-Shot  Prediction  PDF
• 2022-04-06 Temporal Alignment Networks for Long-term Video    Tengda Han, Weidi Xie, Andrew Zisserman arXiv_CV arXiv_CV  Segmentation  Recognition  Video_Caption  Weakly_Supervised  Zero-Shot  Sparse  Pose  Action_Recognition  Action  Video_Retrieval  PDF
• 2022-04-06 Improving Zero-Shot Event Extraction via Sentence Simplification    Sneha Mehta, Huzefa Rangwala, Naren Ramakrishnan arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Action  Attention  Language_Model  PDF
• 2022-04-05 Text2LIVE: Text-Driven Layered Image and Video Editing    Omer Bar-Tal, Dolev Ofri-Amar, Rafail Fridman, Yoni Kasten, Tali Dekel arXiv_CV arXiv_CV  Zero-Shot  PDF
• 2022-04-05 'Does it come in black?' CLIP-like models are zero-shot recommenders    Patrick John Chia, Jacopo Tagliabue, Federico Bianchi, Ciro Greco, Diogo Goncalves arXiv_AI arXiv_AI  Zero-Shot  Recommendation  PDF
• 2022-04-05 Can language models learn from explanations in context?    Andrew K. Lampinen, Ishita Dasgupta, Stephanie C. Y. Chan, Kory Matthewson, Michael Henry Tessler, Antonia Creswell, James L. McClelland, Jane X. Wang, Felix Hill arXiv_CL arXiv_CL  Zero-Shot  Few-Shot  Language_Model  PDF
• 2022-04-05 Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval    Robert Litschko, Ivan Vulić, Goran Glavaš arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  Sparse  Pose  Action  Inference  Language_Model  PDF
• 2022-04-05 Zero-shot Blind Image Denoising via Implicit Neural Representations    Chaewon Kim, Jaeho Lee, Jinwoo Shin arXiv_CV arXiv_CV  Zero-Shot  Pose  Denoising  PDF
• 2022-04-04 Aligned Weight Regularizers for Pruning Pretrained Neural Networks    James O' Neill, Sourav Dutta, Haytham Assem arXiv_CL arXiv_CL  Bert  Zero-Shot  Pose  Language_Model  PDF
• 2022-04-04 Analysis of Joint Speech-Text Embeddings for Semantic Matching    Muhammad Huzaifah, Ivan Kukanov arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Zero-Shot  Knowledge  Speech  Quantitative  Classification  Speech_Recognition  Language_Model  Matching  PDF
• 2022-04-04 Attribute Prototype Network for Any-Shot Learning    Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata arXiv_CV arXiv_CV  Image_Caption  Embedding  Zero-Shot  Represenation_Learning  Knowledge  Pose  Quantitative  Classification  Few-Shot  Image_Classification  PDF
• 2022-04-03 On Efficiently Acquiring Annotations for Multilingual Models    Joel Ruben Antony Moniz, Barun Patra, Matthew R. Gormley arXiv_CL arXiv_CL  Zero-Shot  Pose  Classification  PDF
• 2022-04-03 Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension    injuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen, Zhiqiang Zhuang, Zhiyong Feng arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Pose  QA  PDF
• 2022-04-03 Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis    Yixuan Zhou, Changhe Song, Xiang Li, Luwen Zhang, Zhiyong Wu, Yanyao Bian, Dan Su, Helen Meng arXiv_SD arXiv_SD  Embedding  Zero-Shot  Speech  Pose  Relation  Attention  PDF
• 2022-04-01 Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language    Andy Zeng, Adrian Wong, Stefan Welker, Krzysztof Choromanski, Federico Tombari, Aveek Purohit, Michael Ryoo, Vikas Sindhwani, Johnny Lee, Vincent Vanhoucke, Pete Florence arXiv_AI arXiv_AI  Image_Caption  OCR  Zero-Shot  Knowledge  Pose  Caption  Language_Model  PDF
• 2022-04-01 Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition    Gerasimos Chatzoudis, Manos Plitsis, Spyridoula Stamouli, Athanasia-Lida Dimou, Athanasios Katsamanis, Vassilis Katsouros arXiv_AI arXiv_AI  Recognition  Zero-Shot  Speech  Pose  Detection  Speech_Recognition  Medical  Language_Model  PDF
• 2022-04-01 AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios    Yihan Wu, Xu Tan, Bohan Li, Lei He, Sheng Zhao, Ruihua Song, Tao Qin, Tie-Yan Liu arXiv_AI arXiv_AI  Zero-Shot  Speech  Pose  Attention  PDF
• 2022-04-01 End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation    Mingrui Wu, Jiaxin Gu, Yunhang Shen, Mingbao Lin, Chao Chen, Xiaoshuai Sun, Rongrong Ji arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Pose  Action  Classification  Detection  Object_Detection  Matching  PDF
• 2022-03-31 Do Vision-Language Pretrained Models Learn Primitive Concepts?    Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Caption  PDF
• 2022-03-31 Imitate and Repurpose: Learning Reusable Robot Movement Skills From Human and Animal Behaviors    Steven Bohez, Saran Tunyasuvunakool, Philemon Brakel, Fereshteh Sadeghi, Leonard Hasenclever, Yuval Tassa, Emilio Parisotto, Jan Humplik, Tuomas Haarnoja, Roland Hafner, Markus Wulfmeier, Michael Neunert, Ben Moran, Noah Siegel, Andrea Huber, Francesco Romano, Nathan Batchelor, Federico Casarini, Josh Merel, Raia Hadsell, Nicolas Heess arXiv_RO arXiv_RO  Zero-Shot  Knowledge  Pose  PDF
• 2022-03-31 It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher    Kanghyun Choi, Hye Yoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee arXiv_CV arXiv_CV  Quantization  Zero-Shot  Knowledge  Pose  Face  PDF
• 2022-03-31 WavThruVec: Latent speech representation as intermediate features for neural speech synthesis    Hubert Siuzdak, Piotr Dura, Pol van Rijn, Nori Jacoby arXiv_SD arXiv_SD  Embedding  Zero-Shot  Speech  Pose  PDF
• 2022-03-30 Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice Conversion    Jiachen Lian, Chunlei Zhang, Dong Yu arXiv_CL arXiv_CL  Embedding  Zero-Shot  Represenation_Learning  Speech  Self-Supervised  PDF
• 2022-03-30 Unseen Classes at a Later Time? No Problem    Hari Chandana Kuchibhotla, Sumitra S Malagi, Shivam Chandhok, Vineeth N Balasubramanian arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  PDF
• 2022-03-30 Neural Pipeline for Zero-Shot Data-to-Text Generation    Zdeněk Kasner, Ondřej Dušek arXiv_CL arXiv_CL  Zero-Shot  Pose  Face  Text_Generation  Language_Model  PDF
• 2022-03-30 An Iterative Co-Training Transductive Framework for Zero Shot Learning    Bo Liu, Lihua Hu, Qiulei Dong, Zhanyi Hu arXiv_CV arXiv_CV  Zero-Shot  Pose  Classification  Detection  Object_Detection  PDF
• 2022-03-30 Enhancing Zero-Shot Many to Many Voice Conversion with Self-Attention VAE    Ziang Long, Yunling Zheng, Meng Yu, Jack Xin arXiv_SD arXiv_SD  Embedding  Zero-Shot  Speech  Classification  Attention  PDF
• 2022-03-29 Zero-shot meta-learning for small-scale data from human subjects    Julie Jiang, Kristina Lerman, Emilio Ferrara arXiv_AI arXiv_AI  Zero-Shot  Sparse  Prediction  PDF
• 2022-03-29 Evaluating Prompts Across Multiple Choice Tasks In a Zero-Shot Setting    Gabriel Orlanski arXiv_AI arXiv_AI  Zero-Shot  Quantitative  Language_Model  PDF
• 2022-03-29 Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification    Shi Pu, Kaili Zhao, Mao Zheng arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Pose  Classification  Video_Classification  PDF
• 2022-03-29 Hybrid Routing Transformer for Zero-Shot Learning    De Cheng, Gerong Wang, Bo Wang, Qiang Zhang, Jungong Han, Dingwen Zhang arXiv_CV arXiv_CV  Transformer  Zero-Shot  Pose  Relation  Attention  Prediction  PDF
• 2022-03-29 Practical Aspects of Zero-Shot Learning    Elie Saad, Marcin Paprzycki, Maria Ganzha arXiv_AI arXiv_AI  Zero-Shot  Pose  PDF
• 2022-03-28 Learning Parameterized Task Structure for Generalization to Unseen Entities    Anthony Z. Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee arXiv_AI arXiv_AI  Zero-Shot  Pose  Inference  PDF
• 2022-03-28 Multilingual Simultaneous Speech Translation    Shashank Subramanya, Jan Niehues arXiv_CL arXiv_CL  Zero-Shot  Speech  PDF
• 2022-03-28 Sketch3T: Test-Time Training for Zero-Shot SBIR    Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song arXiv_CV arXiv_CV  Reconstruction  Embedding  Zero-Shot  Sketch  Image_Retrieval  Self-Supervised  Pose  PDF
• 2022-03-28 Core Risk Minimization using Salient ImageNet    Sahil Singla, Mazda Moayeri, Soheil Feizi arXiv_AI arXiv_AI  Transformer  Zero-Shot  Salient  Prediction  PDF
• 2022-03-27 Single-Stream Multi-Level Alignment for Vision-Language Pretraining    Zaid Khan, Vijay Kumar BG, Xiang Yu, Samuel Schulter, Manmohan Chandraker, Yun Fu arXiv_CV arXiv_CV  Reconstruction  Zero-Shot  Represenation_Learning  Pose  VQA  Caption  Prediction  QA  PDF
• 2022-03-26 GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection    Yue Liao, Aixi Zhang, Miao Lu, Yongliang Wang, Xiaobo Li, Si Liu arXiv_AI arXiv_AI  Embedding  Zero-Shot  Knowledge  Pose  Action  Detection  Object_Detection  Matching  PDF
• 2022-03-25 ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations    Oscar Sainz, Haoling Qiu, Oier Lopez de Lacalle, Eneko Agirre, Bonan Min arXiv_CL arXiv_CL  Zero-Shot  Face  Action  Relation  PDF
• 2022-03-24 FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks    Santiago Castro, Fabian Caba Heilbron arXiv_CV arXiv_CV  Recognition  Video_Caption  Zero-Shot  Action_Recognition  Action  Video_Retrieval  PDF
• 2022-03-24 Recommendation as Language Processing : A Unified Pretrain, Personalized Prompt & Predict Paradigm    Shijie Geng, Shuchang Liu, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Review  Action  Few-Shot  Language_Model  Prediction  Recommendation  PDF
• 2022-03-24 Text to Mesh Without 3D Supervision Using Limit Subdivision    Nasir Khalid, Tianhao Xie, Eugene Belilovsky, Tiberiu Popa arXiv_CV arXiv_CV  3D  Zero-Shot  Optimization  Face  PDF
• 2022-03-24 minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models    Kanishka Misra arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  Action  Language_Model  Prediction  PDF
• 2022-03-24 Generating Scientific Claims for Zero-Shot Scientific Fact Checking    Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Lu Wang arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Pose  Medical  PDF
• 2022-03-24 mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling    Seong-Hwan Heo, WonKee Lee, Jong-Hyeok Lee arXiv_AI arXiv_AI  Bert  Zero-Shot  Pose  Contrastive_Learning  Attention  PDF
• 2022-03-24 Weakly-Supervised End-to-End CAD Retrieval to Scan Objects    Tim Beyer, Angela Dai arXiv_CV arXiv_CV  3D  Zero-Shot  Pose  Detection  Object_Detection  PDF
• 2022-03-24 Revisiting the Effects of Leakage on Dependency Parsing    Nathaniel Krasner, Miriam Wanner, Antonios Anastasopoulos arXiv_CL arXiv_CL  Zero-Shot  Pose  PDF
• 2022-03-23 Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning    Natalie Dullerud, Karsten Roth, Kimia Hamidieh, Nicolas Papernot, Marzyeh Ghassemi arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Classification  Relation  PDF
• 2022-03-23 Pre-training to Match for Unified Low-shot Relation Extraction    Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun arXiv_CL arXiv_CL  Zero-Shot  Pose  Action  Relation  Few-Shot  Relation_Extraction  Matching  PDF
• 2022-03-23 A Theoretically Grounded Benchmark for Evaluating Machine Commonsense    Henrique Santos, Ke Shen, Alice M. Mulvehill, Yasaman Razeghi, Deborah L. McGuinness, Mayank Kejriwal arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  Few-Shot  Language_Model  PDF
• 2022-03-22 Mixed Differential Privacy in Computer Vision    Aditya Golatkar, Alessandro Achille, Yu-Xiang Wang, Aaron Roth, Michael Kearns, Stefano Soatto arXiv_CV arXiv_CV  Zero-Shot  Classification  Few-Shot  Language_Model  PDF
• 2022-03-22 Leveraging Textures in Zero-shot Understanding of Fine-Grained Domains    Chenyun Wu, Subhransu Maji arXiv_CV arXiv_CV  Zero-Shot  PDF
• 2022-03-21 CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning    Mohammad Reza Taesiri, Finlay Macklon, Cor-Paul Bezemer arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Pose  Detection  PDF
• 2022-03-21 General and Domain Adaptive Chinese Spelling Check with Error Consistent Pretraining    Qi Lv, Ziqiang Cao, Lei Geng, Chunhui Ai, Xu Yan, Guohong Fu arXiv_CL arXiv_CL  Zero-Shot  Pose  Classification  Inference  PDF
• 2022-03-21 Quad2Plane: An Intermediate Training Procedure for Online Exploration in Aerial Robotics via Receding Horizon Control    Alexander Quessy, Thomas Richardson arXiv_RO arXiv_RO  Zero-Shot  PDF
• 2022-03-21 Paraphrasing Techniques for Maritime QA system    Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Van Nguyen, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li arXiv_CL arXiv_CL  Zero-Shot  Knowledge  QA  PDF
• 2022-03-21 Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability    Yoshinari Fujinuma, Jordan Boyd-Graber, Katharina Kann arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2022-03-20 Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation    Zongyang Ma, Guan Luo, Jin Gao, Liang Li, Yuxin Chen, Shaoru Wang, Congxuan Zhang, Weiming Hu arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Detection  Object_Detection  Language_Model  PDF
• 2022-03-20 VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning    Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata arXiv_CV arXiv_CV  Embedding  Unsupervised  Zero-Shot  Knowledge  Pose  Quantitative  Relation  PDF
• 2022-03-20 CLIP on Wheels: Zero-Shot Object Navigation as Object Localization and Exploration    Samir Yitzhak Gadre, Mitchell Wortsman, Gabriel Ilharco, Ludwig Schmidt, Shuran Song arXiv_RO arXiv_RO  Zero-Shot  Classification  Image_Classification  Inference  PDF
• 2022-03-19 Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation    Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng arXiv_CV arXiv_CV  Segmentation  Zero-Shot  Knowledge  Pose  Relation  Attention  Medical  PDF
• 2022-03-19 Meta-X$_{NLG}$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation    Kaushal Kumar Maurya, Maunendra Sankar Desarkar arXiv_CL arXiv_CL  Zero-Shot  Pose  Summarization  PDF
• 2022-03-19 Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension    Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2022-03-18 CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding    Milan Gritta, Ruoyu Hu, Ignacio Iacobacci arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Quantitative  Language_Model  PDF
• 2022-03-18 Do Multilingual Language Models Capture Differing Moral Norms?    Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindřich Libovický, Alexander Fraser, Kristian Kersting arXiv_CL arXiv_CL  Zero-Shot  Pose  Language_Model  PDF
• 2022-03-18 DGC-vector: A new speaker embedding for zero-shot voice conversion    Ruitong Xiao, Haitong Zhang, Yue Lin arXiv_SD arXiv_SD  Embedding  Zero-Shot  Speech  Pose  PDF
• 2022-03-17 RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction    Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  Action  Classification  Relation  Relation_Extraction  Language_Model  PDF
• 2022-03-17 Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector    Bo Liu, Qiulei Dong, Zhanyi Hu arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Classification  Detection  Relation  Object_Detection  Attention  PDF
• 2022-03-16 Geographic Adaptation of Pretrained Language Models    Valentin Hofmann, Goran Glavaš, Nikola Ljubešić, Janet B. Pierrehumbert, Hinrich Schütze arXiv_CL arXiv_CL  Unsupervised  Bert  Zero-Shot  Knowledge  Language_Model  Prediction  PDF
• 2022-03-16 Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning    Miryam de Lhoneux, Sheng Zhang, Anders Søgaard arXiv_CL arXiv_CL  Bert  Zero-Shot  Language_Model  PDF
• 2022-03-16 Transforming Sequence Tagging Into A Seq2Seq Task    Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Language_Model  Prediction  PDF
• 2022-03-15 Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction    Kuan-Hao Huang, I-Hung Hsu, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng arXiv_CL arXiv_CL  Zero-Shot  Pose  Action  Language_Model  PDF
• 2022-03-15 Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning    Seyed Kamyar Seyed Ghasemipour, Daniel Freeman, Byron David, Shixiang (Shane)Gu, Satoshi Kataoka, Igor Mordatch arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Autonomous  PDF
• 2022-03-15 Representation Learning for Resource-Constrained Keyphrase Generation    Di Wu, Wasi Uddin Ahmad, Sunipa Dev, Kai-Wei Chang arXiv_CL arXiv_CL  Zero-Shot  Represenation_Learning  Salient  Knowledge  Pose  Denoising  Language_Model  Prediction  PDF
• 2022-03-15 On Hyperbolic Embeddings in 2D Object Detection    Christopher Lang, Alexander Braun, Abhinav Valada arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Classification  Detection  Object_Detection  PDF
• 2022-03-15 Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation    Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey arXiv_CL arXiv_CL  Zero-Shot  Pose  Quantitative  PDF
• 2022-03-14 Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations    Robert Wolfe, Aylin Caliskan arXiv_CL arXiv_CL  Image_Caption  Embedding  Zero-Shot  Caption  PDF
• 2022-03-14 A Neural Pairwise Ranking Model for Readability Assessment    Justin Lee, Sowmya Vajjala arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Pose  Classification  PDF
• 2022-03-14 Panoptic animal pose estimators are zero-shot performers    Shaokai Ye, Alexander Mathis, Mackenzie Weygandt Mathis arXiv_AI arXiv_AI  Zero-Shot  Pose_Estimation  Pose  PDF
• 2022-03-14 GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models    Archiki Prasad, Peter Hase, Xiang Zhou, Mohit Bansal arXiv_CL arXiv_CL  Zero-Shot  Classification  Language_Model  PDF
• 2022-03-14 CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment    Haoyu Song, Li Dong, Wei-Nan Zhang, Ting Liu, Furu Wei arXiv_CL arXiv_CL  Image_Caption  Zero-Shot  Pose  VQA  Few-Shot  Caption  QA  PDF
• 2022-03-14 Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering    Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  QA  PDF
• 2022-03-14 Efficient Language Modeling with Sparse all-MLP    Ping Yu, Mikel Artetxe, Myle Ott, Sam Shleifer, Hongyu Gong, Ves Stoyanov, Xian Li arXiv_CL arXiv_CL  Transformer  Zero-Shot  Sparse  Pose  Attention  Language_Model  PDF
• 2022-03-12 Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation    Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Knowledge  Pose  VQA  Caption  Language_Model  QA  PDF
• 2022-03-11 LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval    Canwen Xu, Daya Guo, Nan Duan, Julian McAuley arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Pose  Contrastive_Learning  Matching  PDF
• 2022-03-11 Are discrete units necessary for Spoken Language Modeling?    Tu Anh Nguyen, Benoit Sagot, Emmanuel Dupoux arXiv_CL arXiv_CL  Unsupervised  Bert  Zero-Shot  Speech  Language_Model  PDF
• 2022-03-11 Synopses of Movie Narratives: a Video-Language Dataset for Story Understanding    Yidan Sun, Qin Chao, Boyang Li arXiv_CL arXiv_CL  Zero-Shot  PDF
• 2022-03-10 On-the-Fly Test-time Adaptation for Medical Image Segmentation    Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Zero-Shot  Regularization  Pose  Deep_Learning  Medical  CNN  Inference  PDF
• 2022-03-10 Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time    Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo-Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt arXiv_CV arXiv_CV  Zero-Shot  Classification  Relation  Image_Classification  Inference  Prediction  PDF
• 2022-03-10 Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis    Yaogong Feng, Xiaowen Huang, Pengbo Yang, Jian Yu, Jitao Sang arXiv_CV arXiv_CV  Zero-Shot  Adversarial  Pose  Few-Shot  PDF
• 2022-03-10 Towards Open-Set Text Recognition via Label-to-Prototype Learning    Chang Liu, Chun Yang, Hai-Bo Qin, Xiaobin Zhu, JieBo Hou, Xu-Cheng Yin arXiv_CV arXiv_CV  Recognition  Zero-Shot  Pose  Scene_Text  PDF
• 2022-03-10 Zero-Shot Action Recognition with Transformer-based Video Semantic Embedding    Keval Doshi, Yasin Yilmaz arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  3D  Zero-Shot  Pose  Action_Recognition  Action  PDF
• 2022-03-09 HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing    Sonish Sivarajkumar, Yanshan Wang arXiv_AI arXiv_AI  Zero-Shot  Deep_Learning  Language_Model  PDF
• 2022-03-09 Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning    Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Optimization  Classification  Relation  Few-Shot  Language_Model  PDF
• 2022-03-08 A Gating Model for Bias Calibration in Generalized Zero-shot Learning    Gukyeong Kwon, Ghassan AlRegib arXiv_CV arXiv_CV  Reconstruction  Recognition  Zero-Shot  Pose  Action  Prediction  PDF
• 2022-03-08 Universal Prototype Transport for Zero-Shot Action Recognition and Localization    Pascal Mettes arXiv_CV arXiv_CV  Recognition  Zero-Shot  Regularization  Pose  Action_Recognition  Action  Classification  Inference  PDF
• 2022-03-08 UniXcoder: Unified Cross-Modal Pre-training for Code Representation    Daya Guo, Shuai Lu, Nan Duan, Yanlin Wang, Ming Zhou, Jian Yin arXiv_CL arXiv_CL  Zero-Shot  Pose  Contrastive_Learning  Attention  Inference  PDF
• 2022-03-07 Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language    Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata arXiv_CV arXiv_CV  Embedding  Zero-Shot  Knowledge  Pose  Attention  Activity  PDF
• 2022-03-07 Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention    Ziming Liu, Song Guo, Jingcai Guo, Yuanyuan Xu, Fushuo Huo arXiv_CV arXiv_CV  Zero-Shot  Pose  Relation  Attention  PDF
• 2022-03-07 MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning    Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Wang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Pose  Attention  PDF
• 2022-03-05 Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning    Yi Gao, Chenwei Tang, Jiancheng Lv arXiv_CV arXiv_CV  Zero-Shot  Pose  Contrastive_Learning  PDF
• 2022-03-03 Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning    Weixin Liang, Yuhui Zhang, Yongchan Kwon, Serena Yeung, James Zou arXiv_AI arXiv_AI  Zero-Shot  Optimization  Represenation_Learning  Contrastive_Learning  Classification  PDF
• 2022-03-03 Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages    Vaidehi Patil, Partha Talukdar, Sunita Sarawagi arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Pose  Language_Model  PDF
• 2022-03-03 QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition    Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-Wen Li, Andrew Arnold arXiv_CL arXiv_CL  Recognition  Zero-Shot  Pose  Few-Shot  Inference  Language_Model  QA  PDF
• 2022-03-03 BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning    Zhi Hou, Baosheng Yu, Dacheng Tao arXiv_CV arXiv_CV  Transformer  Recognition  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Relation  PDF
• 2022-03-02 Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification    Kai Yi, Xiaoqian Shen, Yunhao Gou, Mohamed Elhoseiny arXiv_CV arXiv_CV  Recognition  Zero-Shot  Knowledge  Pose  Classification  Relation  Few-Shot  Image_Classification  PDF
• 2022-03-01 Learning Robust Real-Time Cultural Transmission without Human Data    Cultural General Intelligence Team, Avishkar Bhoopchand, Bethanie Brownfield, Adrian Collister, Agustin Dal Lago, Ashley Edwards, Richard Everett, Alexandre Frechette, Yanko Gitahy Oliveira, Edward Hughes, Kory W. Mathewson, Piermaria Mendolicchio, Julia Pawar, Miruna Pislar, Alex Platonov, Evan Senter, Sukhdeep Singh, Alexander Zacherl, Lei M. Zhang arXiv_AI arXiv_AI  Zero-Shot  Knowledge  PDF
• 2022-02-28 Multi-modal Alignment using Representation Codebook    Jiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Chenyang Tao, Trishul Chilimbi arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Pose  PDF
• 2022-02-28 Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training    Ziqing Yang, Yiming Cui, Zhigang Chen, Shijin Wang arXiv_CL arXiv_CL  Transformer  Zero-Shot  Text_Classification  Knowledge  Pose  Classification  Language_Model  PDF
• 2022-02-26 Multi-Level Contrastive Learning for Cross-Lingual Alignment    Beiduo Chen, Wu Guo, Bin Gu, Quan Liu, Yongchao Wang arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Pose  Contrastive_Learning  PDF
• 2022-02-24 The rise of the lottery heroes: why zero-shot pruning is hard    Enzo Tartaglione arXiv_AI arXiv_AI  Zero-Shot  Optimization  Deep_Learning  PDF
• 2022-02-24 Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph    Dacheng Yin, Xuanchi Ren, Chong Luo, Yuwang Wang, Zhiwei Xiong, Wenjun Zeng arXiv_AI arXiv_AI  Unsupervised  Quantization  Style_Transfer  Zero-Shot  Speech  Pose  Attention  PDF
• 2022-02-24 Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval    Rui Xu, Zongyan Han, Le Hui, Jianjun Qian, Jin Xie arXiv_CV arXiv_CV  Embedding  3D  Zero-Shot  Sketch  Adversarial  Pose  GAN  PDF
• 2022-02-23 Inference of Affordances and Active Motor Control in Simulated Agents    Fedor Scholz, Christian Gumbsch, Sebastian Otte, Martin V. Butz arXiv_AI arXiv_AI  Zero-Shot  Action  Inference  PDF
• 2022-02-23 Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt    Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang arXiv_CL arXiv_CL  Zero-Shot  Pose  Inference  Language_Model  PDF
• 2022-02-23 Absolute Zero-Shot Learning    Rui Gao, Fan Wan, Daniel Organisciak, Jiyao Pu, Junyan Wang, Haoran Duan, Peng Zhang, Xingsong Hou, Yang Long arXiv_CV arXiv_CV  Zero-Shot  Knowledge  Quantitative  PDF
• 2022-02-22 GroupViT: Semantic Segmentation Emerges from Text Supervision    Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas Breuel, Jan Kautz, Xiaolong Wang arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Recognition  Zero-Shot  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2022-02-22 RuCLIP -- new models and experiments: a technical report    Alex Shonenkov, Andrey Kuznetsov, Denis Dimitrov, Tatyana Shavrina, Daniil Chesakov, Anastasia Maltseva, Alena Fenogenova, Igor Pavlov, Anton Emelyanov, Sergey Markov, Daria Bakshandaeva, Vera Shybaeva, Andrey Chertok arXiv_CV arXiv_CV  Zero-Shot  Pose  Inference  PDF
• 2022-02-22 Transporters with Visual Foresight for Solving Unseen Rearrangement Tasks    Hongtao Wu, Jikai Ye, Xin Meng, Chris Paxton, Gregory Chirikjian arXiv_RO arXiv_RO  Zero-Shot  Pose  Action  PDF
• 2022-02-22 nnSpeech: Speaker-Guided Conditional Variational Autoencoder for Zero-shot Multi-speaker Text-to-Speech    Botao Zhao, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao arXiv_SD arXiv_SD  Zero-Shot  Speech  Pose  PDF
• 2022-02-22 It Takes Four to Tango: Multiagent Selfplay for Automatic Curriculum Generation    Yuqing Du, Pieter Abbeel, Aditya Grover arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Pose  PDF
• 2022-02-19 Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection    Xinpeng Liu, Yong-Lu Li, Cewu Lu arXiv_CV arXiv_CV  Zero-Shot  Pose  Action  Detection  Relation  Activity  PDF
• 2022-02-18 Automated Attack Synthesis by Extracting Finite State Machines from Protocol Specification Documents    Maria Leonor Pacheco, Max von Hippel, Ben Weintraub, Dan Goldwasser, Cristina Nita-Rotaru arXiv_CL arXiv_CL  Zero-Shot  Represenation_Learning  Action  PDF
• 2022-02-16 ADIMA: Abuse Detection In Multilingual Audio    Vikram Gupta, Rini Sharon, Ramit Sawhney, Debdoot Mukherjee arXiv_CL arXiv_CL  Recognition  OCR  Zero-Shot  Speech  Pose  Quantitative  Detection  Speech_Recognition  PDF
• 2022-02-16 ZeroGen: Efficient Zero-shot Learning via Dataset Generation    Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Text_Classification  RNN  Knowledge  Classification  Text_Generation  Inference  Language_Model  PDF
• 2022-02-15 Delving Deeper into Cross-lingual Visual Question Answering    Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Action  VQA  Few-Shot  QA  PDF
• 2022-02-15 Zero-Shot Assistance in Novel Decision Problems    Sebastiaan De Peuter, Samuel Kaski arXiv_AI arXiv_AI  Zero-Shot  PDF
• 2022-02-14 Transformer Memory as a Differentiable Search Index    Yi Tay, Vinh Q. Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Gupta, Tal Schuster, William W. Cohen, Donald Metzler arXiv_AI arXiv_AI  Transformer  Zero-Shot  PDF
• 2022-02-14 Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework    Jiaxi Gu, Xiaojun Meng, Guansong Lu, Lu Hou, Minzhe Niu, Hang Xu, Xiaodan Liang, Wei Zhang, Xin Jiang, Chunjing Xu arXiv_CV arXiv_CV  Zero-Shot  Classification  Image_Classification  PDF
• 2022-02-14 Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?    Boshko Koloski, Senja Pollak, Blaž Škrlj, Matej Martinc arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Pose  Action  Detection  Language_Model  PDF
• 2022-02-12 Semantic-Oriented Unlabeled Priming for Large-Scale Language Models    Yanchen Liu, Timo Schick, Hinrich Schütze arXiv_CL arXiv_CL  Zero-Shot  Pose  Language_Model  PDF
• 2022-02-12 End-to-end Reinforcement Learning of Robotic Manipulation with Robust Keypoints Representation    Tianying Wang, En Yen Puang, Marcus Lee, Yan Wu, Wei Jing arXiv_CV arXiv_CV  Reinforcement_Learning  Zero-Shot  Adversarial  Self-Supervised  Pose  Relation  PDF
• 2022-02-11 Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification    Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han arXiv_CL arXiv_CL  Zero-Shot  Text_Classification  Pose  Contrastive_Learning  Face  Classification  PDF
• 2022-02-11 Unsupervised HDR Imaging: What Can Be Learned from a Single 8-bit Video?    Francesco Banterle, Demetris Marnerides, Kurt Debattista, Thomas Bashford-Rogers arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Knowledge  Pose  Deep_Learning  PDF
• 2022-02-11 WAD-CMSN: Wasserstein Distance based Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval    Guanglong Xu, Zhensheng Hu, Jia Cai arXiv_CV arXiv_CV  Zero-Shot  Sketch  Image_Retrieval  Knowledge  Adversarial  Pose  Attention  Matching  PDF
• 2022-02-10 Factored World Models for Zero-Shot Generalization in Robotic Manipulation    Ondrej Biza, Thomas Kipf, David Klee, Robert Platt, Jan-Willem van de Meent, Lawson L. S. Wong arXiv_RO arXiv_RO  Zero-Shot  Face  Action  Prediction  PDF
• 2022-02-10 InPars: Data Augmentation for Information Retrieval using Large Language Models    Luiz Bonifacio, Hugo Abonizio, Marzieh Fadaee, Rodrigo Nogueira arXiv_CL arXiv_CL  Transformer  Unsupervised  Transfer_Learning  Zero-Shot  Self-Supervised  Pose  Few-Shot  Language_Model  PDF
• 2022-02-10 Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction    Devansh Jain, Luis Espinosa Anke arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Relation  Language_Model  PDF
• 2022-02-10 Bias-Eliminated Semantic Refinement for Any-Shot Learning    Liangjun Feng, Chunhui Zhao, Xi Li arXiv_AI arXiv_AI  Embedding  Zero-Shot  Knowledge  Adversarial  Pose  Few-Shot  GAN  PDF
• 2022-02-10 AdaPrompt: Adaptive Model Training for Prompt-based NLP    Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang arXiv_CL arXiv_CL  Zero-Shot  Salient  Knowledge  Few-Shot  Attention  Inference  Language_Model  PDF
• 2022-02-09 SHAS: Approaching optimal Segmentation for End-to-End Speech Translation    Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà arXiv_CL arXiv_CL  Segmentation  Zero-Shot  Speech  Pose  Inference  PDF
• 2022-02-09 Soft Robots Learn to Crawl: Jointly Optimizing Design and Control with Sim-to-Real Transfer    Charles Schaff, Audrey Sedal, Matthew R. Walter arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Optimization  Pose  PDF
• 2022-02-09 Generating Training Data with Language Models: Towards Zero-Shot Language Understanding    Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han arXiv_CL arXiv_CL  Bert  Zero-Shot  Regularization  Classification  Few-Shot  Text_Generation  Language_Model  PDF
• 2022-02-07 Cedille: A large autoregressive French language model    Martin Müller, Florian Laurent arXiv_CL arXiv_CL  Zero-Shot  Few-Shot  Language_Model  PDF
• 2022-02-07 Red Teaming Language Models with Language Models    Ethan Perez, Saffron Huang, Francis Song, Trevor Cai, Roman Ring, John Aslanides, Amelia Glaese, Nat McAleese, Geoffrey Irving arXiv_CL arXiv_CL  Reinforcement_Learning  Zero-Shot  Language_Model  QA  PDF
• 2022-02-07 To Tune or Not To Tune? Zero-shot Models for Legal Case Entailment    Guilherme Moraes Rosa, Ruan Chaves Rodrigues, Roberto de Alencar Lotufo, Rodrigo Nogueira arXiv_CL arXiv_CL  Zero-Shot  Language_Model  PDF
• 2022-02-05 Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation    Ziad Al-Halah, Santhosh K. Ramakrishnan, Kristen Grauman arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  3D  Zero-Shot  Sketch  Action  PDF
• 2022-02-04 BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning    Eric Jang, Alex Irpan, Mohi Khansari, Daniel Kappler, Frederik Ebert, Corey Lynch, Sergey Levine, Chelsea Finn arXiv_RO arXiv_RO  Embedding  Zero-Shot  PDF
• 2022-02-04 The devil is in the labels: Semantic segmentation from sentences    Wei Yin, Yifan Liu, Chunhua Shen, Anton van den Hengel, Baichuan Sun arXiv_CV arXiv_CV  Segmentation  Embedding  Semantic_Segmentation  Zero-Shot  Pose  PDF
• 2022-02-04 Zero-Shot Aspect-Based Sentiment Analysis    Lei Shu, Jiahua Chen, Bing Liu, Hu Xu arXiv_AI arXiv_AI  Sentiment_Classification  Zero-Shot  Review  Pose  Action  Classification  Sentiment  Inference  PDF
• 2022-02-03 Boosting Monocular Depth Estimation with Sparse Guided Points    Guangkai Xu, Wei Yin, Hao Chen, Kai Cheng, Feng Zhao, Chunhua Shen arXiv_CV arXiv_CV  Reconstruction  3D  Zero-Shot  Sparse  Pose  Prediction  PDF
• 2022-02-03 mSLAM: Massively multilingual joint pre-training for speech and text    Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia, Melvin Johnson, Yong Cheng, Simran Khanuja, Jason Riesa, Alexis Conneau arXiv_CL arXiv_CL  Bert  Zero-Shot  Speech  SLAM  Classification  Language_Model  PDF
• 2022-02-02 Lipschitz-constrained Unsupervised Skill Discovery    Seohong Park, Jongwook Choi, Jaekyeom Kim, Honglak Lee, Gunhee Kim arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  PDF
• 2022-02-02 Co-training Improves Prompt-based Learning for Large Language Models    Hunter Lang, Monica Agrawal, Yoon Kim, David Sontag arXiv_AI arXiv_AI  Zero-Shot  Few-Shot  Language_Model  PDF
• 2022-02-01 Examining Scaling and Transfer of Language Model Architectures for Machine Translation    Biao Zhang, Behrooz Ghorbani, Ankur Bapna, Yong Cheng, Xavier Garcia, Jonathan Shen, Orhan Firat arXiv_CL arXiv_CL  Zero-Shot  Language_Model  PDF
• 2022-01-31 Compositional Multi-Object Reinforcement Learning with Linear Relation Networks    Davide Mambelli, Frederik Träuble, Stefan Bauer, Bernhard Schölkopf, Francesco Locatello arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Pose  Relation  Attention  PDF
• 2022-01-31 Causal Inference Principles for Reasoning about Commonsense Causality    Jiayao Zhang, Hongming Zhang, Dan Roth, Weijie J. Su arXiv_AI arXiv_AI  Zero-Shot  Pose  Inference  Language_Model  PDF
• 2022-01-29 Learning to Coordinate with Humans using Action Features    Mingwei Ma, Jizhou Liu, Samuel Sokota, Max Kleiman-Weiner, Jakob Foerster arXiv_AI arXiv_AI  Zero-Shot  Action  Relation  Attention  PDF
• 2022-01-28 Any-Play: An Intrinsic Augmentation for Zero-Shot Coordination    Keane Lucas, Ross E. Allen arXiv_AI arXiv_AI  Zero-Shot  Pose  Action  PDF
• 2022-01-28 BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation    Junnan Li, Dongxu Li, Caiming Xiong, Steven Hoi arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Pose  VQA  Caption  QA  PDF
• 2022-01-28 Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model    Shaden Smith, Mostofa Patwary, Brandon Norick, Patrick LeGresley, Samyam Rajbhandari, Jared Casper, Zhun Liu, Shrimai Prabhumoye, George Zerveas, Vijay Korthikanti, Elton Zhang, Rewon Child, Reza Yazdani Aminabadi, Julie Bernauer, Xia Song, Mohammad Shoeybi, Yuxiong He, Michael Houston, Saurabh Tiwary, Bryan Catanzaro arXiv_CL arXiv_CL  Transformer  3D  Zero-Shot  Pose  Few-Shot  Language_Model  PDF
• 2022-01-27 IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages    Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulić arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  VQA  Few-Shot  PDF
• 2022-01-27 Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation    Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Xin Wang, Jin Liu, Qun Liu, Xin Jiang arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Relation  Language_Model  PDF
• 2022-01-27 Learning How to Translate North Korean through South Korean    Hwichan Kim, Sangwhan Moon, Naoaki Okazaki, Mamoru Komachi arXiv_CL arXiv_CL  Zero-Shot  NMT  PDF
• 2022-01-26 Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition    Piotr Żelasko, Siyuan Feng, Laureano Moro Velazquez, Ali Abavisani, Saurabhchand Bhati, Odette Scharenborg, Mark Hasegawa-Johnson, Najim Dehak arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Recognition  Zero-Shot  Knowledge  Speech  Speech_Recognition  PDF
• 2022-01-26 Tackling data scarcity in speech translation using zero-shot multilingual machine translation techniques    Tu Anh Dinh, Danni Liu, Jan Niehues arXiv_CL arXiv_CL  Zero-Shot  Speech  Pose  Few-Shot  Attention  PDF
• 2022-01-26 How Robust are Discriminatively Trained Zero-Shot Learning Models?    Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu arXiv_AI arXiv_AI  Embedding  Enhancement  Zero-Shot  Adversarial  PDF
• 2022-01-26 CodeRetriever: Unimodal and Bimodal Contrastive Learning    Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan arXiv_CL arXiv_CL  Zero-Shot  Pose  Contrastive_Learning  QA  PDF
• 2022-01-25 DOM-LM: Learning Generalizable Representations for HTML Documents    Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun arXiv_CL arXiv_CL  Transformer  Zero-Shot  Represenation_Learning  Self-Supervised  Action  Few-Shot  PDF
• 2022-01-25 Zero-Shot Long-Form Voice Cloning with Dynamic Convolution Attention    Artem Gorodetskii, Ivan Ozhiganov arXiv_SD arXiv_SD  Zero-Shot  Speech  Pose  Attention  PDF
• 2022-01-25 Zero-Shot Sketch Based Image Retrieval using Graph Transformer    Sumrit Gupta, Ushasi Chaudhuri, Biplab Banerjee arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Sketch  Image_Retrieval  Pose  PDF
• 2022-01-23 An Application of Pseudo-Log-Likelihoods to Natural Language Scoring    Darren Abramson, Ali Emami arXiv_AI arXiv_AI  Recognition  Bert  Zero-Shot  Adversarial  Language_Model  PDF
• 2022-01-22 Visual Information Guided Zero-Shot Paraphrase Generation    Zhe Lin, Xiaojun Wan arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Pose  Attention  Caption  PDF
• 2022-01-22 Visual Representation Learning with Self-Supervised Attention for Low-Label High-data Regime    Prarthana Bhattacharyya, Chenge Li, Xiaonan Zhao, István Fehérvári, Jason Sun arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Zero-Shot  Represenation_Learning  Image_Retrieval  Self-Supervised  Classification  Few-Shot  Attention  Image_Classification  PDF
• 2022-01-21 Description-Driven Task-Oriented Dialog Modeling    Jeffrey Zhao, Raghav Gupta, Yuan Cao, Dian Yu, Mingqiu Wang, Harrison Lee, Abhinav Rastogi, Izhak Shafran, Yonghui Wu arXiv_AI arXiv_AI  Tracking  Zero-Shot  Pose  Ontology  PDF
• 2022-01-21 Environment Generation for Zero-Shot Compositional Reinforcement Learning    Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Sparse  Pose  PDF
• 2022-01-20 Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models    Suraj Nair, Eugene Yang, Dawn Lawrie, Kevin Duh, Paul McNamee, Kenton Murray, James Mayfield, Douglas W. Oard arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Zero-Shot  Matching  PDF
• 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