Zero-Shot

2022-12-08 Learning Video Representations from Large Language Models Yue Zhao, Ishan Misra, Philipp Krähenbühl, Rohit Girdhar arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Pose Classification Language_Model PDF
2022-12-07 X-Paste: Revisit Copy-Paste at Scale with CLIP and StableDiffusion Hanqing Zhao, Dianmo Sheng, Jianmin Bao, Dongdong Chen, Dong Chen, Fang Wen, Lu Yuan, Ce Liu, Wenbo Zhou, Qi Chu, Weiming Zhang, Nenghai Yu arXiv_CV arXiv_CV Segmentation Recognition 3D Zero-Shot PDF
2022-12-07 Discovering Latent Knowledge in Language Models Without Supervision Collin Burns, Haotian Ye, Dan Klein, Jacob Steinhardt arXiv_AI arXiv_AI Unsupervised Zero-Shot Knowledge Pose Language_Model PDF
2022-12-07 ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqin Zhou, Bowen Zhang, Yinjie Lei, Lingqiao Liu, Yifan Liu arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Zero-Shot Pose Classification Inference Prediction PDF
2022-12-07 Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei arXiv_CL arXiv_CL Transformer Embedding Zero-Shot Pose Classification PDF
2022-12-07 WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition Jun-Yu Ma, Beiduo Chen, Jia-Chen Gu, Zhen-Hua Ling, Wu Guo, Quan Liu, Zhigang Chen, Cong Liu arXiv_CL arXiv_CL Unsupervised Recognition Zero-Shot Knowledge Pose Language_Model PDF
2022-12-06 NeRDi: Single-View NeRF Synthesis with Language-Guided Diffusion as General Image Priors Congyue Deng, Chiyu "Max'' Jiang, Charles R. Qi, Xinchen Yan, Yin Zhou, Leonidas Guibas, Dragomir Anguelov arXiv_CV arXiv_CV Transformer Reconstruction 3D Zero-Shot Knowledge Pose Language_Model PDF
2022-12-06 Fine-tuned CLIP Models are Efficient Video Learners Hanoona Rasheed, Muhammad Uzair Khattak, Muhammad Maaz, Salman Khan, Fahad Shahbaz Khan arXiv_AI arXiv_AI Embedding Zero-Shot Pose Relation Few-Shot Matching PDF
2022-12-06 P{O}DA: Prompt-driven Zero-shot Domain Adaptation Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette arXiv_CV arXiv_CV Transformer Segmentation Embedding Unsupervised Semantic_Segmentation Style_Transfer Zero-Shot Pose Language_Model PDF
2022-12-06 Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford, Jong Wook Kim, Tao Xu, Greg Brockman, Christine McLeavey, Ilya Sutskever arXiv_CL arXiv_CL Recognition Zero-Shot Speech Speech_Recognition Inference PDF
2022-12-06 ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen arXiv_CL arXiv_CL Zero-Shot Knowledge Knowledge_Graph Relation PDF
2022-12-06 DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian arXiv_CL arXiv_CL Tracking Zero-Shot Knowledge Pose Few-Shot Language_Model PDF
2022-12-06 Pretrained Diffusion Models for Unified Human Motion Synthesis Jianxin Ma, Shuai Bai, Chang Zhou arXiv_CV arXiv_CV Transformer Zero-Shot Pose Attention PDF
2022-12-05 Domino Denoise: An Accurate Blind Zero-Shot Denoiser using Domino Tilings Jason Lequyer, Wen-Hsin Hsu, Reuben Philip, Anna Christina Erpf, Laurence Pelletier arXiv_CV arXiv_CV Zero-Shot Denoising Inference PDF
2022-12-05 I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification Muhammad Ferjad Naeem, Muhammad Gul Zain Ali Khan, Yongqin Xian, Muhammad Zeshan Afzal, Didier Stricker, Luc Van Gool, Federico Tombari arXiv_CV arXiv_CV Embedding Unsupervised Zero-Shot Knowledge Pose Classification Image_Classification Language_Model PDF
2022-12-05 Legal Prompt Engineering for Multilingual Legal Judgement Prediction Dietrich Trautmann, Alina Petrova, Frank Schilder arXiv_AI arXiv_AI Zero-Shot Pose Language_Model Prediction PDF
2022-12-05 E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance Can Chang, Ni Mu, Jiajun Wu, Ling Pan, Huazhe Xu arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Pose Action PDF
2022-12-05 Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling Ce Zheng, Yiming Wang, Baobao Chang arXiv_CL arXiv_CL Zero-Shot Pose Action Classification PDF
2022-12-04 Applying Multilingual Models to Question Answering Ayrton San Joaquin, Filip Skubacz arXiv_CL arXiv_CL Bert Zero-Shot Language_Model QA PDF
2022-12-04 Cross-lingual Similarity of Multilingual Representations Revisited Maksym Del, Mark Fishel arXiv_AI arXiv_AI Bert Zero-Shot Relation Language_Model PDF
2022-12-04 Improving Zero-shot Generalization and Robustness of Multi-modal Models Yunhao Ge, Jie Ren, Yuxiao Wang, Andrew Gallagher, Ming-Hsuan Yang, Laurent Itti, Hartwig Adam, Balaji Lakshminarayanan, Jiaping Zhao arXiv_CV arXiv_CV Zero-Shot Pose Classification Image_Classification Prediction PDF
2022-12-04 Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer Benjamin Muller, Deepanshu Gupta, Siddharth Patwardhan, Jean-Philippe Fauconnier, David Vandyke, Sachin Agarwal arXiv_AI arXiv_AI Transformer Bert Zero-Shot Knowledge Few-Shot Language_Model PDF
2022-12-03 Intermediate Entity-based Sparse Interpretable Representation Learning Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh, Byron C. Wallace arXiv_CL arXiv_CL Transformer Embedding Zero-Shot Sparse Represenation_Learning Pose Medical PDF
2022-12-03 PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models Minghua Liu, Yinhao Zhu, Hong Cai, Shizhong Han, Zhan Ling, Fatih Porikli, Hao Su arXiv_CV arXiv_CV Segmentation Point_Cloud 3D Zero-Shot Knowledge Detection Few-Shot Language_Model PDF
2022-12-02 Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula Eli Bronstein, Sirish Srinivasan, Supratik Paul, Aman Sinha, Matthew O'Kelly, Payam Nikdel, Shimon Whiteson arXiv_AI arXiv_AI Embedding Zero-Shot Autonomous PDF
2022-12-02 Nonparametric Masked Language Modeling Sewon Min, Weijia Shi, Mike Lewis, Xilun Chen, Wen-tau Yih, Hannaneh Hajishirzi, Luke Zettlemoyer arXiv_AI arXiv_AI Zero-Shot Language_Model PDF
2022-12-02 Legal Prompting: Teaching a Language Model to Think Like a Lawyer Fangyi Yu, Lee Quartey, Frank Schilder arXiv_AI arXiv_AI Zero-Shot Few-Shot Language_Model PDF
2022-12-02 Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning Hongzhan Lin, Pengyao Yi, Jing Ma, Haiyun Jiang, Ziyang Luo, Shuming Shi, Ruifang Liu arXiv_CL arXiv_CL Zero-Shot Pose Detection PDF
2022-12-01 Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs Junbum Cha, Jonghwan Mun, Byungseok Roh arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Zero-Shot Pose Contrastive_Learning PDF
2022-12-01 Improving Zero-Shot Models with Label Distribution Priors Jonathan Kahana, Niv Cohen, Yedid Hoshen arXiv_CV arXiv_CV Zero-Shot Pose Classification Language_Model Prediction PDF
2022-12-01 On Utilizing Relationships for Transferable Few-Shot Fine-Grained Object Detection Ambar Pal, Arnau Ramisa, Amit Kumar K C, René Vidal arXiv_AI arXiv_AI Zero-Shot Knowledge Pose Detection Relation Few-Shot Object_Detection PDF
2022-12-01 Hyperbolic Contrastive Learning for Visual Representations beyond Objects Songwei Ge, Shlok Mishra, Simon Kornblith, Chun-Liang Li, David Jacobs arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Zero-Shot Represenation_Learning Pose Contrastive_Learning Action Classification Detection Object_Detection Image_Classification PDF
2022-12-01 Finetune like you pretrain: Improved finetuning of zero-shot vision models Sachin Goyal, Ananya Kumar, Sankalp Garg, Zico Kolter, Aditi Raghunathan arXiv_CV arXiv_CV Embedding Transfer_Learning Zero-Shot Pose Few-Shot PDF
2022-12-01 Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Yinhuai Wang, Jiwen Yu, Jian Zhang arXiv_CV arXiv_CV Inpainting Super_Resolution Restoration Zero-Shot Pose Denoising PDF
2022-11-30 SNAC: Speaker-normalized affine coupling layer in flow-based architecture for zero-shot multi-speaker text-to-speech Byoung Jin Choi, Myeonghun Jeong, Joun Yeop Lee, Nam Soo Kim arXiv_SD arXiv_SD Embedding Zero-Shot Speech Pose Inference PDF
2022-11-30 Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning Daniel Edmiston, Phillip Keung, Noah A. Smith arXiv_CL arXiv_CL Embedding Unsupervised Transfer_Learning Zero-Shot NMT Classification PDF
2022-11-30 CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation Vishnu Sashank Dorbala, Gunnar Sigurdsson, Robinson Piramuthu, Jesse Thomason, Gaurav S. Sukhatme arXiv_AI arXiv_AI Transformer Recognition Zero-Shot Quantitative Language_Model PDF
2022-11-29 Exploiting Category Names for Few-Shot Classification with Vision-Language Models Taihong Xiao, Zirui Wang, Liangliang Cao, Jiahui Yu, Shengyang Dai, Ming-Hsuan Yang arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Pose Classification Few-Shot Image_Classification Language_Model PDF
2022-11-29 TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languages Anirudh Srinivasan, Eunsol Choi arXiv_CL arXiv_CL Zero-Shot Face Classification Relation PDF
2022-11-29 Language-driven Open-Vocabulary 3D Scene Understanding Runyu Ding, Jihan Yang, Chuhui Xue, Wenqing Zhang, Song Bai, Xiaojuan Qi arXiv_CV arXiv_CV Transformer Segmentation Embedding 3D Zero-Shot Represenation_Learning Knowledge Pose Contrastive_Learning Caption PDF
2022-11-29 Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches Tim Schopf, Daniel Braun, Florian Matthes arXiv_AI arXiv_AI Transformer Embedding Unsupervised Bert Zero-Shot Text_Classification Knowledge Pose Classification Medical PDF
2022-11-29 Context-Aware Robust Fine-Tuning Xiaofeng Mao, Yuefeng Chen, Xiaojun Jia, Rong Zhang, Hui Xue, Zhao Li arXiv_CV arXiv_CV Zero-Shot Pose PDF
2022-11-29 Zero-Shot Opinion Summarization with GPT-3 Adithya Bhaskar, Alexander R. Fabbri, Greg Durrett arXiv_CL arXiv_CL Zero-Shot Salient Review Action Summarization Language_Model PDF
2022-11-28 OpenScene: 3D Scene Understanding with Open Vocabularies Songyou Peng, Kyle Genova, Chiyu "Max" Jiang, Andrea Tagliasacchi, Marc Pollefeys, Thomas Funkhouser arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation 3D Zero-Shot Pose PDF
2022-11-28 SuS-X: Training-Free Name-Only Transfer of Vision-Language Models Vishaal Udandarao, Ankush Gupta, Samuel Albanie arXiv_CV arXiv_CV Transformer Zero-Shot Knowledge Pose Classification Few-Shot Language_Model PDF
2022-11-28 SLAN: Self-Locator Aided Network for Cross-Modal Understanding Jiang-Tian Zhai, Qi Zhang, Tong Wu, Xing-Yu Chen, Jiang-Jiang Liu, Bo Ren, Ming-Ming Cheng arXiv_CV arXiv_CV Image_Caption Zero-Shot Image_Retrieval Pose Detection Object_Detection PDF
2022-11-28 Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search Ayush Raina, Jonathan Cagan, Christopher McComb arXiv_AI arXiv_AI Zero-Shot Deep_Learning PDF
2022-11-27 Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation Sauradip Nag, Mengmeng Xu, Xiatian Zhu, Juan-Manuel Perez-Rua, Bernard Ghanem, Yi-Zhe Song, Tao Xiang arXiv_AI arXiv_AI Transformer Zero-Shot Action Detection Few-Shot Object_Detection Activity Language_Model PDF
2022-11-27 Understanding BLOOM: An empirical study on diverse NLP tasks Parag Pravin Dakle, SaiKrishna Rallabandi, Preethi Raghavan arXiv_CL arXiv_CL Zero-Shot Text_Classification Action Classification Few-Shot Text_Generation PDF
2022-11-26 Learning Visuo-Haptic Skewering Strategies for Robot-Assisted Feeding Priya Sundaresan, Suneel Belkhale, Dorsa Sadigh arXiv_AI arXiv_AI Zero-Shot Pose Action PDF
2022-11-26 PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection Yuquan Lan, Dongxu Li, Hui Zhao, Gang Zhao arXiv_AI arXiv_AI Zero-Shot Pose Boundary_Detection Action Detection Relation Language_Model PDF
2022-11-25 MAEDAY: MAE for few and zero shot AnomalY-Detection Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes arXiv_CV arXiv_CV Transformer Reconstruction Embedding Zero-Shot Self-Supervised Detection Few-Shot PDF
2022-11-25 A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation Hiroki Furuta, Yusuke Iwasawa, Yutaka Matsuo, Shixiang Shane Gu arXiv_AI arXiv_AI Transformer 3D Zero-Shot Knowledge Face Action Relation PDF
2022-11-25 Expanding Small-Scale Datasets with Guided Imagination Yifan Zhang, Daquan Zhou, Bryan Hooi, Kai Wang, Jiashi Feng arXiv_CV arXiv_CV Reconstruction Recognition Zero-Shot Medical Prediction PDF
2022-11-25 Learning with Silver Standard Data for Zero-shot Relation Extraction Tianyin Wang, Jianwei Wang, Ziqian Zeng arXiv_CL arXiv_CL Zero-Shot Pose Action Detection Relation Relation_Extraction Inference PDF
2022-11-25 ComCLIP: Training-Free Compositional Image and Text Matching Kenan Jiang, Xuehai He, Ruize Xu, Xin Eric Wang arXiv_AI arXiv_AI Embedding Zero-Shot Pose Action Relation Inference Matching PDF
2022-11-24 Chinese Character Recognition with Radical-Structured Stroke Trees Haiyang Yu, Jingye Chen, Bin Li, Xiangyang Xue arXiv_CV arXiv_CV Recognition Zero-Shot Pose Deep_Learning GAN PDF
2022-11-24 Multi-Task Learning of Object State Changes from Uncurated Videos Tomáš Souček, Jean-Baptiste Alayrac, Antoine Miech, Ivan Laptev, Josef Sivic arXiv_CV arXiv_CV Zero-Shot Self-Supervised Action PDF
2022-11-24 Efficient Zero-shot Visual Search via Target and Context-aware Transformer Zhiwei Ding, Xuezhe Ren, Erwan David, Melissa Vo, Gabriel Kreiman, Mengmi Zhang arXiv_AI arXiv_AI Transformer Zero-Shot Pose Deep_Learning Attention PDF
2022-11-24 Delving into Out-of-Distribution Detection with Vision-Language Representations Yifei Ming, Ziyang Cai, Jiuxiang Gu, Yiyou Sun, Wei Li, Yixuan Li arXiv_AI arXiv_AI Transformer Zero-Shot Pose Detection Matching PDF
2022-11-24 Shifted Diffusion for Text-to-image Generation Yufan Zhou, Bingchen Liu, Yizhe Zhu, Xiao Yang, Changyou Chen, Jinhui Xu arXiv_AI arXiv_AI Embedding Zero-Shot Knowledge Pose Quantitative Caption PDF
2022-11-24 MPT: Mesh Pre-Training with Transformers for Human Pose and Mesh Reconstruction Kevin Lin, Chung-Ching Lin, Lin Liang, Zicheng Liu, Lijuan Wang arXiv_CV arXiv_CV Transformer Reconstruction 3D Zero-Shot Pose PDF
2022-11-23 Voice-preserving Zero-shot Multiple Accent Conversion Mumin Jin, Prashant Serai, Jilong Wu, Andros Tjandra, Vimal Manohar, Qing He arXiv_AI arXiv_AI Zero-Shot Adversarial PDF
2022-11-23 Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors Ryan Burgert, Kanchana Ranasinghe, Xiang Li, Michael S. Ryoo arXiv_CV arXiv_CV Transformer Segmentation Unsupervised Semantic_Segmentation Zero-Shot Optimization Inference Language_Model PDF
2022-11-23 Evolutionary Generalized Zero-Shot Learning Dubing Chen, Haofeng Zhang, Yuming Shen, Yang Long, Ling Shao arXiv_CV arXiv_CV Zero-Shot Pose Prediction PDF
2022-11-23 Open-vocabulary Attribute Detection María A. Bravo, Sudhanshu Mittal, Simon Ging, Thomas Brox arXiv_CV arXiv_CV Transformer Zero-Shot Detection Language_Model Prediction PDF
2022-11-23 Data-driven Feature Tracking for Event Cameras Nico Messikommer, Carter Fang, Mathias Gehrig, Davide Scaramuzza arXiv_CV arXiv_CV Tracking Zero-Shot Sparse Attention PDF
2022-11-23 InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Konstantin Kobs, Michael Steininger, Andreas Hotho arXiv_AI arXiv_AI Image_Caption Embedding Zero-Shot Image_Retrieval Pose PDF
2022-11-23 Masked Autoencoding for Scalable and Generalizable Decision Making Fangchen Liu, Hao Liu, Aditya Grover, Pieter Abbeel arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Self-Supervised Action Language_Model Prediction PDF
2022-11-23 Texts as Images in Prompt Tuning for Multi-Label Image Recognition Zixian Guo, Bowen Dong, Zhilong Ji, Jinfeng Bai, Yiwen Guo, Wangmeng Zuo arXiv_CV arXiv_CV Transformer Embedding Recognition Zero-Shot Pose Contrastive_Learning PDF
2022-11-23 Leveraging Data Recasting to Enhance Tabular Reasoning Aashna Jena, Vivek Gupta, Manish Shrivastava, Julian Martin Eisenschlos arXiv_AI arXiv_AI Zero-Shot Inference PDF
2022-11-22 Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen, Xueguang Ma, Xinyi Wang, William W. Cohen arXiv_AI arXiv_AI Zero-Shot Pose Few-Shot Language_Model QA PDF
2022-11-22 On the Transferability of Visual Features in Generalized Zero-Shot Learning Paola Cascante-Bonilla, Leonid Karlinsky, James Seale Smith, Yanjun Qi, Vicente Ordonez arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Knowledge Self-Supervised CNN PDF
2022-11-22 Coreference Resolution through a seq2seq Transition-Based System Bernd Bohnet, Chris Alberti, Michael Collins arXiv_AI arXiv_AI Zero-Shot Few-Shot Language_Model PDF
2022-11-21 TEMPERA: Test-Time Prompting via Reinforcement Learning Tianjun Zhang, Xuezhi Wang, Denny Zhou, Dale Schuurmans, Joseph E. Gonzalez arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Knowledge Pose Action Classification Sentiment Few-Shot Inference Language_Model PDF
2022-11-21 Teaching Structured Vision&Language Concepts to Vision&Language Models Sivan Doveh, Assaf Arbelle, Sivan Harary, Rameswar Panda, Roei Herzig, Eli Schwartz, Donghyun Kim, Raja Giryes, Rogerio Feris, Shimon Ullman, Leonid Karlinsky arXiv_CV arXiv_CV Transformer Zero-Shot Pose Relation GAN Language_Model PDF
2022-11-21 PointCLIP V2: Adapting CLIP for Powerful 3D Open-world Learning Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyao Zeng, Shanghang Zhang, Peng Gao arXiv_CV arXiv_CV Transformer Segmentation Point_Cloud 3D Zero-Shot Pose Classification Detection Few-Shot Object_Detection Language_Model PDF
2022-11-21 Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022 Ali Hürriyetoğlu, Osman Mutlu, Fırat Duruşan, Onur Uca, Alaeddin Selçuk Gürel, Benjamin Radford, Yaoyao Dai, Hansi Hettiarachchi, Niklas Stoehr, Tadashi Nomoto, Milena Slavcheva, Francielle Vargas, Aaqib Javid, Fatih Beyhan, Erdem Yörük arXiv_AI arXiv_AI Zero-Shot Action Classification Detection PDF
2022-11-21 Unifying Vision-Language Representation Space with Single-tower Transformer Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Pose Contrastive_Learning Caption PDF
2022-11-20 A Unified Model for Tracking and Image-Video Detection Has More Power Peirong Liu, Rui Wang, Pengchuan Zhang, Omid Poursaeed, Yipin Zhou, Xuefei Cao, Sreya Dutta Roy, Ashish Shah, Ser-Nam Lim arXiv_CV arXiv_CV Tracking Zero-Shot Object_Tracking Knowledge Pose Deep_Learning Detection Relation PDF
2022-11-20 Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval Taiqiang Wu, Xingyu Bai, Weigang Guo, Weijie Liu, Siheng Li, Yujiu Yang arXiv_CL arXiv_CL Embedding Zero-Shot Knowledge Pose Attention GAN Language_Model PDF
2022-11-19 Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization David Adams, Gandharv Suri, Yllias Chali arXiv_CL arXiv_CL Zero-Shot Pose Deep_Learning Few-Shot Summarization Language_Model PDF
2022-11-19 Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning Xiaocheng Lu, Ziming Liu, Song Guo, Jingcai Guo arXiv_AI arXiv_AI Transformer Recognition Zero-Shot Pose Relation Language_Model PDF
2022-11-19 Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning Chenyi Jiang (1), Dubing Chen (1), Shidong Wang (2), Yuming Shen (3), Haofeng Zhang (1), Ling Shao (4) ((1) Nanjing University of Science and Technology, (2) University of Newcastle-upon-Tyne, (3) University of Oxford, (4) Terminus Group, Beijing, China) arXiv_CV arXiv_CV Zero-Shot Knowledge Pose Classification QA PDF
2022-11-19 ProCC: Progressive Cross-primitive Consistency for Open-World Compositional Zero-Shot Learning Fushuo Huo, Wenchao Xu, Song Guo, Jingcai Guo, Haozhao Wang, Ziming Liu arXiv_CV arXiv_CV Embedding Zero-Shot Pose Action Attention Prediction PDF
2022-11-18 Visual Programming: Compositional visual reasoning without training Tanmay Gupta, Aniruddha Kembhavi arXiv_AI arXiv_AI Zero-Shot Knowledge VQA Language_Model PDF
2022-11-17 Random-LTD: Random and Layerwise Token Dropping Brings Efficient Training for Large-scale Transformers Zhewei Yao, Xiaoxia Wu, Conglong Li, Connor Holmes, Minjia Zhang, Cheng Li, Yuxiong He arXiv_CL arXiv_CL Transformer Bert Zero-Shot Pose PDF
2022-11-17 ConStruct-VL: Data-Free Continual Structured VL Concepts Learning James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David Cox, Diyi Yang, Zsolt Kira, Rogerio Feris, Leonid Karlinsky arXiv_CV arXiv_CV Zero-Shot Adversarial Pose Relation Matching PDF
2022-11-17 Zero-Shot Dynamic Quantization for Transformer Inference Yousef El-Kurdi, Jerry Quinn, Avirup Sil arXiv_CL arXiv_CL Transformer Quantization Bert Zero-Shot Inference PDF
2022-11-17 ConNER: Consistency Training for Cross-lingual Named Entity Recognition Ran Zhou, Xin Li, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao arXiv_CL arXiv_CL Recognition Zero-Shot Knowledge Pose PDF
2022-11-17 Data-Efficient Autoregressive Document Retrieval for Fact Verification James Thorne arXiv_AI arXiv_AI Zero-Shot Knowledge PDF
2022-11-17 Targeted Attention for Generalized- and Zero-Shot Learning Abhijit Suprem arXiv_CV arXiv_CV Person_Re-identification Unsupervised Transfer_Learning Zero-Shot Adversarial Pose Classification Detection Attention Re-identification Inference PDF
2022-11-16 Task-aware Retrieval with Instructions Akari Asai, Timo Schick, Patrick Lewis, Xilun Chen, Gautier Izacard, Sebastian Riedel, Hannaneh Hajishirzi, Wen-tau Yih arXiv_CL arXiv_CL Zero-Shot Pose PDF
2022-11-15 ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-training Henry Tang, Ameet Deshpande, Karthik Narasimhan arXiv_AI arXiv_AI Transformer Embedding Zero-Shot Relation PDF
2022-11-15 ED-FAITH: Evaluating Dialogue Summarization on Faithfulness Sicong Huang, Asli Celikyilmaz, Haoran Li arXiv_CL arXiv_CL Zero-Shot Pose Summarization Language_Model PDF
2022-11-15 PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu, Hang Hua, Zhengyuan Yang, Weijia Shi, Noah A. Smith, Jiebo Luo arXiv_CV arXiv_CV Image_Caption Transformer Zero-Shot Pose Scene_Text VQA Caption Language_Model QA PDF
2022-11-15 A Low-Shot Object Counting Network With Iterative Prototype Adaptation Nikola Djukic, Alan Lukezic, Vitjan Zavrtanik, Matej Kristan arXiv_CV arXiv_CV Zero-Shot Pose Action Few-Shot Matching PDF
2022-11-15 DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition Jiali Zeng, Yufan Jiang, Yongjing Yin, Xu Wang, Binghuai Lin, Yunbo Cao arXiv_CL arXiv_CL Recognition Zero-Shot Regularization Pose Prediction PDF
2022-11-15 A Universal Discriminator for Zero-Shot Generalization Haike Xu, Zongyu Lin, Jing Zhou, Yanan Zheng, Zhilin Yang arXiv_CL arXiv_CL Zero-Shot GAN PDF
2022-11-15 Multilingual and Multimodal Topic Modelling with Pretrained Embeddings Elaine Zosa, Lidia Pivovarova arXiv_CL arXiv_CL Embedding Zero-Shot PDF
2022-11-15 Adaptation Approaches for Nearest Neighbor Language Models Rishabh Bhardwaj, George Polovets, Monica Sunkara arXiv_CL arXiv_CL Zero-Shot Language_Model PDF
2022-11-14 QueryForm: A Simple Zero-shot Form Entity Query Framework Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer Dy, Vincent Perot, Tomas Pfister arXiv_CL arXiv_CL Transformer Transfer_Learning Zero-Shot Pose Action PDF
2022-11-14 Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning Justus-Jonas Erker, Gerasimos Spanakis, Stefan Schaffer arXiv_CL arXiv_CL Transformer Embedding Zero-Shot Contrastive_Learning PDF
2022-11-14 AdaptKeyBERT: An Attention-Based approach towards Few-Shot & Zero-Shot Domain Adaptation of KeyBERT Aman Priyanshu, Supriti Vijay arXiv_CL arXiv_CL Transformer Bert Zero-Shot Pose Ontology Action Few-Shot Attention Recommendation PDF
2022-11-14 Zero-shot Image Captioning by Anchor-augmented Vision-Language Space Alignment Junyang Wang, Yi Zhang, Ming Yan, Ji Zhang, Jitao Sang arXiv_CV arXiv_CV Image_Caption Transformer Unsupervised Zero-Shot Image_Retrieval Pose Classification Relation Attention Caption Language_Model PDF
2022-11-14 ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations Chanda Grover, Indra Deep Mastan, Debayan Gupta arXiv_CV arXiv_CV Image_Caption Embedding Zero-Shot Image_Retrieval Pose Contrastive_Learning Quantitative Classification Caption PDF
2022-11-13 Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview Wenqi Ren, Yang Tang, Qiyu Sun, Chaoqiang Zhao, Qing-Long Han arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Zero-Shot Review Action PDF
2022-11-13 Long-Range Zero-Shot Generative Deep Network Quantization Yan Luo, Yangcheng Gao, Zhao Zhang, Haijun Zhang, Mingliang Xu, Meng Wang arXiv_CV arXiv_CV Quantization Zero-Shot Knowledge Adversarial Pose Attention Inference PDF
2022-11-13 Large-Scale Bidirectional Training for Zero-Shot Image Captioning Taehoon Kim, Mark Marsden, Pyunghwan Ahn, Sangyun Kim, Sihaeng Lee, Alessandra Sala, Seung Hwan Kim arXiv_CV arXiv_CV Image_Caption Zero-Shot Pose Action Caption Inference PDF
2022-11-12 Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation Yusong Wu, Ke Chen, Tianyu Zhang, Yuchen Hui, Taylor Berg-Kirkpatrick, Shlomo Dubnov arXiv_SD arXiv_SD Zero-Shot Represenation_Learning Pose Contrastive_Learning Classification Caption PDF
2022-11-11 Control Transformer: Robot Navigation in Unknown Environments through PRM-Guided Return-Conditioned Sequence Modeling Daniel Lawson, Ahmed H. Qureshi arXiv_RO arXiv_RO Transformer Reinforcement_Learning Zero-Shot Pose PDF
2022-11-11 StrokeGAN+: Few-Shot Semi-Supervised Chinese Font Generation with Stroke Encoding Jinshan Zeng, Yefei Wang, Qi Chen, Yunxin Liu, Mingwen Wang, Yuan Yao arXiv_CV arXiv_CV Zero-Shot Adversarial Pose Few-Shot GAN PDF
2022-11-10 Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer arXiv_CL arXiv_CL Embedding Zero-Shot Speech PDF
2022-11-10 Zero-shot Visual Commonsense Immorality Prediction Yujin Jeong, Seongbeom Park, Suhong Moon, Jinkyu Kim arXiv_CV arXiv_CV Embedding Zero-Shot Pose Prediction PDF
2022-11-09 Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Relation QA PDF
2022-11-09 Efficient Zero-shot Event Extraction with Context-Definition Alignment Hongming Zhang, Wenlin Yao, Dong Yu arXiv_CL arXiv_CL Transformer Embedding Zero-Shot Pose Ontology Contrastive_Learning Action Few-Shot Inference PDF
2022-11-09 Cross-lingual Transfer Learning for Check-worthy Claim Identification over Twitter Maram Hasanain, Tamer Elsayed arXiv_CL arXiv_CL Transfer_Learning Bert Zero-Shot GAN PDF
2022-11-09 Prompting Large Pre-trained Vision-Language Models For Compositional Concept Learning Guangyue Xu, Parisa Kordjamshidi, Joyce Chai arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Pose Language_Model PDF
2022-11-09 Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes Louis Clouâtre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar arXiv_CL arXiv_CL Zero-Shot PDF
2022-11-08 Conciseness: An Overlooked Language Task Felix Stahlberg, Aashish Kumar, Chris Alberti, Shankar Kumar arXiv_CL arXiv_CL Transformer Zero-Shot Pose Summarization Language_Model PDF
2022-11-08 Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang arXiv_AI arXiv_AI Zero-Shot Sparse Knowledge Knowledge_Graph Pose Contrastive_Learning Relation Few-Shot PDF
2022-11-07 Zero-Shot Classification by Logical Reasoning on Natural Language Explanations Chi Han, Hengzhi Pei, Xinya Du, Heng Ji arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Classification PDF
2022-11-06 Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning Zafir Stojanovski, Karsten Roth, Zeynep Akata arXiv_CV arXiv_CV Zero-Shot PDF
2022-11-05 Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning Zhe Liu, Yun Li, Lina Yao, Xiaojun Chang, Wei Fang, Xiaojun Wu, Yi Yang arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Relation Attention Prediction PDF
2022-11-04 Evaluating and Improving Factuality in Multimodal Abstractive Summarization David Wan, Mohit Bansal arXiv_CV arXiv_CV Reinforcement_Learning Bert Zero-Shot Pose Detection Relation Summarization PDF
2022-11-04 A Weakly-Supervised Streaming Multilingual Speech Model with Truly Zero-Shot Capability Jian Xue, Peidong Wang, Jinyu Li, Eric Sun arXiv_CL arXiv_CL Transformer Recognition Weakly_Supervised Zero-Shot Speech Speech_Recognition PDF
2022-11-04 Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models Chengcheng Ma, Yang Liu, Jiankang Deng, LingXi Xie, Weiming Dong, Changsheng Xu arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Zero-Shot Optimization Pose Classification Detection Object_Detection Language_Model PDF
2022-11-03 Zero-shot Video Moment Retrieval With Off-the-Shelf Models Anuj Diwan, Puyuan Peng, Raymond J. Mooney arXiv_CV arXiv_CV Zero-Shot Pose Matching PDF
2022-11-03 Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, Keiran Paster, Silviu Pitis, Harris Chan, Jimmy Ba arXiv_CL arXiv_CL Zero-Shot Pose Quantitative Few-Shot Language_Model PDF
2022-11-03 Crosslingual Generalization through Multitask Finetuning Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M Saiful Bari, Sheng Shen, Zheng-Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid Alyafeai, Albert Webson, Edward Raff, Colin Raffel arXiv_CL arXiv_CL Zero-Shot Language_Model PDF
2022-11-03 From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction Xiuyu Wu, Yunfang Wu arXiv_CL arXiv_CL Zero-Shot Speech Pose PDF
2022-11-03 Sequence-Based Plan Feasibility Prediction for Efficient Task and Motion Planning Zhutian Yang, Caelan Reed Garrett, Dieter Fox arXiv_RO arXiv_RO Transformer Embedding Zero-Shot Pose Action Prediction PDF
2022-11-02 Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity Wenxuan Zhou, David Held arXiv_RO arXiv_RO Reinforcement_Learning Zero-Shot Pose Face PDF
2022-11-02 Towards Zero-Shot Code-Switched Speech Recognition Brian Yan, Matthew Wiesner, Ondrej Klejch, Preethi Jyothi, Shinji Watanabe arXiv_CL arXiv_CL Segmentation Recognition Zero-Shot Speech Pose Detection Speech_Recognition Language_Model PDF
2022-11-02 TextCraft: Zero-Shot Generation of High-Fidelity and Diverse Shapes from Text Aditya Sanghi, Rao Fu, Vivian Liu, Karl Willis, Hooman Shayani, Amir Hosein Khasahmadi, Srinath Sridhar, Daniel Ritchie arXiv_AI arXiv_AI Transformer Embedding 3D Zero-Shot PDF
2022-11-02 Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese An Yang, Junshu Pan, Junyang Lin, Rui Men, Yichang Zhang, Jingren Zhou, Chang Zhou arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Pose Contrastive_Learning Classification Image_Classification PDF
2022-11-02 MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid Fengjun Wang, Sarai Mizrachi, Moran Beladev, Guy Nadav, Gil Amsalem, Karen Lastmann Assaraf, Hadas Harush Boker arXiv_CV arXiv_CV Image_Caption Embedding Transfer_Learning Zero-Shot Optimization Represenation_Learning Knowledge Pose Classification Image_Classification Prediction PDF
2022-11-02 Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu, Jan Niehues arXiv_AI arXiv_AI Zero-Shot Knowledge PDF
2022-11-02 Multi-Vector Retrieval as Sparse Alignment Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao arXiv_CL arXiv_CL Zero-Shot Sparse Pose Language_Model PDF
2022-11-02 SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu arXiv_AI arXiv_AI Transformer Zero-Shot Pose Deep_Learning Relation PDF
2022-11-02 P$^3$OVD: Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection Yanxin Long, Jianhua Han, Runhui Huang, Xu Hang, Yi Zhu, Chunjing Xu, Xiaodan Liang arXiv_CV arXiv_CV Embedding Zero-Shot Pose Classification Detection Object_Detection Prediction PDF
2022-11-01 Text-Only Training for Image Captioning using Noise-Injected CLIP David Nukrai, Ron Mokady, Amir Globerson arXiv_AI arXiv_AI Image_Caption Embedding Style_Transfer Zero-Shot Pose Caption PDF
2022-11-01 CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander, Matt Gardner, Ana Marasović arXiv_AI arXiv_AI Zero-Shot Few-Shot QA PDF
2022-10-31 Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats Georgios Chochlakis (1 and 2), Gireesh Mahajan (3), Sabyasachee Baruah (1 and 2), Keith Burghardt (2), Kristina Lerman (2), Shrikanth Narayanan (1 and 2) ((1) Signal Analysis and Interpretation Lab, University of Southern California, (2) Information Science Institute, University of Southern California, (3) Microsoft Cognitive Services) arXiv_AI arXiv_AI Transformer Embedding Recognition Zero-Shot Knowledge Emotion Inference PDF
2022-10-31 TaTa: A Multilingual Table-to-Text Dataset for African Languages Sebastian Gehrmann, Sebastian Ruder, Vitaly Nikolaev, Jan A. Botha, Michael Chavinda, Ankur Parikh, Clara Rivera arXiv_CL arXiv_CL Zero-Shot Survey Relation Text_Generation PDF
2022-10-31 Very Low Resource Sentence Alignment: Luhya and Swahili Everlyn Asiko Chimoto, Bruce A. Bassett arXiv_CL arXiv_CL Embedding Zero-Shot PDF
2022-10-31 Zero-Shot Text Classification with Self-Training Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim arXiv_CL arXiv_CL Zero-Shot Text_Classification Pose Classification Attention Inference Language_Model Prediction PDF
2022-10-31 Generative Negative Text Replay for Continual Vision-Language Pretraining Shipeng Yan, Lanqing Hong, Hang Xu, Jianhua Han, Tinne Tuytelaars, Zhenguo Li, Xuming He arXiv_CV arXiv_CV Transformer Zero-Shot Knowledge Pose Classification Attention Caption Image_Classification Prediction PDF
2022-10-31 CodeEditor: Learning to Edit Source Code with Pre-trained Models Jia Li, Ge Li, Zhuo Li, Zhi Jin, Xing Hu, Kechi Zhang, Zhiyi Fu arXiv_AI arXiv_AI Transformer Zero-Shot Pose Deep_Learning Few-Shot Language_Model PDF
2022-10-29 Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Yu Fei, Ping Nie, Zhao Meng, Roger Wattenhofer, Mrinmaya Sachan arXiv_CL arXiv_CL Embedding Sentiment_Classification Zero-Shot Text_Classification Knowledge Classification Sentiment Language_Model PDF
2022-10-29 End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator Guangzhi Sun, Chao Zhang, Philip C. Woodland arXiv_CL arXiv_CL Recognition Zero-Shot Speech Pose Classification Speech_Recognition PDF
2022-10-28 Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen arXiv_CL arXiv_CL Zero-Shot Knowledge Few-Shot Language_Model PDF
2022-10-28 Zero-Shot Text Matching for Automated Auditing using Sentence Transformers David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani, Bernd Kliem, Rüdiger Loitz, Rafet Sifa arXiv_CL arXiv_CL Transformer Unsupervised Bert Zero-Shot Classification Matching PDF
2022-10-28 Towards zero-shot Text-based voice editing using acoustic context conditioning, utterance embeddings, and reference encoders Jason Fong, Yun Wang, Prabhav Agrawal, Vimal Manohar, Jilong Wu, Thilo Köhler, Qing He arXiv_CL arXiv_CL Embedding Zero-Shot Speech PDF
2022-10-28 OhMG: Zero-shot Open-vocabulary Human Motion Generation Junfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang-wen Chen arXiv_AI arXiv_AI Transformer 3D Zero-Shot Optimization Knowledge Pose Attention Language_Model PDF
2022-10-28 Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mappings Shuhao Gu, Yang Feng arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Relation Prediction PDF
2022-10-27 Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction Bhawesh Kumar, Anil Palepu, Rudraksh Tuwani, Andrew Beam arXiv_CV arXiv_CV Zero-Shot Self-Supervised Pose Classification Detection Medical Caption Prediction PDF
2022-10-27 He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues Amanda Bertsch, Graham Neubig, Matthew R. Gormley arXiv_CL arXiv_CL Style_Transfer Zero-Shot Emotion Summarization PDF
2022-10-27 What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao, Thomas Wang, Daniel Hesslow, Lucile Saulnier, Stas Bekman, M Saiful Bari, Stella Bideman, Hady Elsahar, Niklas Muennighoff, Jason Phang, Ofir Press, Colin Raffel, Victor Sanh, Sheng Shen, Lintang Sutawika, Jaesung Tae, Zheng Xin Yong, Julien Launay, Iz Beltagy arXiv_AI arXiv_AI Transformer Zero-Shot Language_Model PDF
2022-10-27 Can language models handle recursively nested grammatical structures? A case study on comparing models and humans Andrew Kyle Lampinen arXiv_AI arXiv_AI Zero-Shot Few-Shot Language_Model PDF
2022-10-27 ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang arXiv_AI arXiv_AI Zero-Shot Knowledge Pose Denoising PDF
2022-10-27 COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk arXiv_CL arXiv_CL Embedding Bert Zero-Shot Optimization Relation Language_Model PDF
2022-10-27 Text2Model: Model Induction for Zero-shot Generalization Using Task Descriptions Ohad Amosy, Tomer Volk, Eyal Ben-David, Roi Reichart, Gal Chechik arXiv_CV arXiv_CV Recognition Zero-Shot Classification PDF
2022-10-27 Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Chaofan Ma, Yuhuan Yang, Yanfeng Wang, Ya Zhang, Weidi Xie arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Bert Zero-Shot Self-Supervised Pose Language_Model PDF
2022-10-26 Large language models are not zero-shot communicators Laura Ruis, Akbir Khan, Stella Biderman, Sara Hooker, Tim Rocktäschel, Edward Grefenstette arXiv_CL arXiv_CL Zero-Shot Knowledge Inference Language_Model PDF
2022-10-26 Broken Neural Scaling Laws Ethan Caballero, Kshitij Gupta, Irina Rish, David Krueger arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Zero-Shot PDF
2022-10-26 Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang arXiv_CL arXiv_CL Zero-Shot Few-Shot Summarization Language_Model PDF
2022-10-26 Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models Mozes van de Kar, Mengzhou Xia, Danqi Chen, Mikel Artetxe arXiv_AI arXiv_AI Bert Zero-Shot Text_Classification Pose Classification Language_Model PDF
2022-10-26 ViNL: Visual Navigation and Locomotion Over Obstacles Simar Kareer, Naoki Yokoyama, Dhruv Batra, Sehoon Ha, Joanne Truong arXiv_AI arXiv_AI Zero-Shot Knowledge Action PDF
2022-10-26 Zero-Shot Learning of a Conditional Generative Adversarial Network for Data-Free Network Quantization Yoojin Choi, Mostafa El-Khamy, Jungwon Lee arXiv_CV arXiv_CV Quantization Zero-Shot Adversarial Pose Classification GAN PDF
2022-10-25 RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Victor Zhong, Weijia Shi, Wen-tau Yih, Luke Zettlemoyer arXiv_CL arXiv_CL Zero-Shot Knowledge Knowledge_Graph Few-Shot Language_Model QA PDF
2022-10-25 OpenStance: Real-world Zero-shot Stance Detection Hanzi Xu, Slobodan Vucetic, Wenpeng Yin arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Detection Language_Model PDF
2022-10-25 IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models Chenguang Wang, Xiao Liu, Dawn Song arXiv_AI arXiv_AI Bert Zero-Shot Knowledge Action Relation Language_Model PDF
2022-10-25 Lafite2: Few-shot Text-to-Image Generation Yufan Zhou, Chunyuan Li, Changyou Chen, Jianfeng Gao, Jinhui Xu arXiv_AI arXiv_AI Transformer Zero-Shot Optimization Adversarial Pose Few-Shot GAN PDF
2022-10-25 Multilingual Relation Classification via Efficient and Effective Prompting Yuxuan Chen, David Harbecke, Leonhard Hennig arXiv_CL arXiv_CL Zero-Shot Knowledge Classification Relation Few-Shot Language_Model PDF
2022-10-25 XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi, Rui Zhang, He Bai, Jimmy Lin arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Language_Model QA PDF
2022-10-24 FCM: Forgetful Causal Masking Makes Causal Language Models Better Zero-Shot Learners Hao Liu, Xinyang Geng, Lisa Lee, Igor Mordatch, Sergey Levine, Sharan Narang, Pieter Abbeel arXiv_CL arXiv_CL Zero-Shot Represenation_Learning Pose Few-Shot Attention Inference Language_Model Prediction PDF
2022-10-24 Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models Syrielle Montariol, Arij Riabi, Djamé Seddah arXiv_CL arXiv_CL Transfer_Learning Recognition Zero-Shot Knowledge Speech Pose Detection Sentiment PDF
2022-10-24 Language-free Training for Zero-shot Video Grounding Dahye Kim, Jungin Park, Jiyoung Lee, Seongheon Park, Kwanghoon Sohn arXiv_CV arXiv_CV Video_Caption Zero-Shot Pose Caption PDF
2022-10-24 Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings Sedrick Scott Keh arXiv_CL arXiv_CL Bert Zero-Shot Pose Detection Few-Shot Language_Model PDF
2022-10-23 TAPE: Assessing Few-shot Russian Language Understanding Ekaterina Taktasheva, Tatiana Shavrina, Alena Fenogenova, Denis Shevelev, Nadezhda Katricheva, Maria Tikhonova, Albina Akhmetgareeva, Oleg Zinkevich, Anastasiia Bashmakova, Svetlana Iordanskaia, Alena Spiridonova, Valentina Kurenshchikova, Ekaterina Artemova, Vladislav Mikhailov arXiv_CL arXiv_CL Zero-Shot Knowledge Adversarial Pose Few-Shot PDF
2022-10-23 Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language Xingyao Wang, Sha Li, Heng Ji arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Action Few-Shot Language_Model Prediction PDF
2022-10-23 Learning General World Models in a Handful of Reward-Free Deployments Yingchen Xu, Jack Parker-Holder, Aldo Pacchiano, Philip J. Ball, Oleh Rybkin, Stephen J. Roberts, Tim Rocktäschel, Edward Grefenstette arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Self-Supervised PDF
2022-10-23 Towards Generalizable and Robust Text-to-SQL Parsing Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li arXiv_CL arXiv_CL Zero-Shot Knowledge Pose PDF
2022-10-23 Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings Iker García-Ferrero, Rodrigo Agerri, German Rigau arXiv_CL arXiv_CL Zero-Shot Pose Language_Model PDF
2022-10-23 Conformal Predictor for Improving Zero-shot Text Classification Efficiency Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani arXiv_CL arXiv_CL Zero-Shot Text_Classification Classification Inference Language_Model Prediction PDF
2022-10-22 EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching Chenxi Whitehouse, Fenia Christopoulou, Ignacio Iacobacci arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Language_Model Prediction PDF
2022-10-22 Exploring The Landscape of Distributional Robustness for Question Answering Models Anas Awadalla, Mitchell Wortsman, Gabriel Ilharco, Sewon Min, Ian Magnusson, Hannaneh Hajishirzi, Ludwig Schmidt arXiv_CL arXiv_CL Zero-Shot Few-Shot Prediction PDF
2022-10-22 Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Fenia Christopoulou, Gerasimos Lampouras, Ignacio Iacobacci arXiv_CL arXiv_CL Zero-Shot Pose Relation PDF
2022-10-22 MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Michael Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba O. Alabi, Shamsuddeen H. Muhammad, Peter Nabende, Cheikh M. Bamba Dione, Andiswa Bukula, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia Taylor, Fatoumata Kabore, Chris Chinenye Emezue, Anuoluwapo Aremu, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire M. Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Q. Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, et al. (1 additional author not shown) arXiv_CL arXiv_CL Transfer_Learning Recognition Zero-Shot PDF
2022-10-22 Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models Lifu Tu, Caiming Xiong, Yingbo Zhou arXiv_AI arXiv_AI Zero-Shot Classification Language_Model PDF
2022-10-22 ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Jiacheng Ye, Jiahui Gao, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong arXiv_AI arXiv_AI Zero-Shot Text_Classification Pose Classification Language_Model PDF
2022-10-22 Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model Zhiyuan Ren, Zhihong Pan, Xin Zhou, Le Kang arXiv_CV arXiv_CV Embedding 3D Zero-Shot Pose Action Quantitative Denoising PDF
2022-10-21 On the Calibration of Massively Multilingual Language Models Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat, Monojit Choudhury arXiv_CL arXiv_CL Zero-Shot Few-Shot Attention Language_Model Prediction PDF
2022-10-21 Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen arXiv_CV arXiv_CV Transformer Zero-Shot Knowledge Pose Language_Model PDF
2022-10-21 Low-Resource Multilingual and Zero-Shot Multispeaker TTS Florian Lux, Julia Koch, Ngoc Thang Vu arXiv_CL arXiv_CL Zero-Shot Speech Pose PDF
2022-10-21 Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection Rebeca Vétil, Clément Abi Nader, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Roheé, Pietro Gori, Isabelle Bloch arXiv_CV arXiv_CV Segmentation Zero-Shot Pose Quantitative Detection Few-Shot GAN PDF
2022-10-21 Generalizing over Long Tail Concepts for Medical Term Normalization Beatrice Portelli, Simone Scaboro, Enrico Santus, Hooman Sedghamiz, Emmanuele Chersoni, Giuseppe Serra arXiv_AI arXiv_AI Zero-Shot Knowledge Pose Medical PDF
2022-10-21 Context-Enhanced Stereo Transformer Weiyu Guo, Zhaoshuo Li, Yongkui Yang, Zheng Wang, Russell H. Taylor, Mathias Unberath, Alan Yuille, Yingwei Li arXiv_AI arXiv_AI Transformer Zero-Shot Pose Matching PDF
2022-10-20 Can Domains Be Transferred Across Languages in Multi-Domain Multilingual Neural Machine Translation? Thuy-Trang Vu, Shahram Khadivi, Xuanli He, Dinh Phung, Gholamreza Haffari arXiv_CL arXiv_CL Zero-Shot NMT PDF
2022-10-20 SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier arXiv_AI arXiv_AI Zero-Shot Inference PDF
2022-10-20 Boosting Natural Language Generation from Instructions with Meta-Learning Budhaditya Deb, Guoqing Zheng, Ahmed Hassan Awadallah arXiv_CL arXiv_CL Zero-Shot Pose Face Few-Shot Language_Model PDF
2022-10-20 Learning Attention Propagation for Compositional Zero-Shot Learning Muhammad Gul Zain Ali Khan, Muhammad Ferjad Naeem, Luc Van Gool, Alain Pagani, Didier Stricker, Muhammad Zeshan Afzal arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Pose Action Relation Attention PDF
2022-10-20 Composing Ensembles of Pre-trained Models via Iterative Consensus Shuang Li, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba, Igor Mordatch arXiv_AI arXiv_AI Zero-Shot Optimization Pose Language_Model PDF
2022-10-20 Scaling Instruction-Finetuned Language Models Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Zhao, Yanping Huang, Andrew Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei arXiv_CL arXiv_CL Zero-Shot Few-Shot Language_Model QA PDF
2022-10-20 Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions Paweł A. Pierzchlewicz, R. James Cotton, Mohammad Bashiri, Fabian H. Sinz arXiv_CV arXiv_CV 3D Zero-Shot Pose_Estimation Pose Prediction PDF
2022-10-20 General Image Descriptors for Open World Image Retrieval using ViT CLIP Marcos V. Conde, Ivan Aerlic, Simon Jégou arXiv_AI arXiv_AI Image_Caption Transformer Embedding Zero-Shot Image_Retrieval PDF
2022-10-20 Weighted Maximum Likelihood for Controller Tuning Angel Romero, Shreedhar Govil, Gonca Yilmaz, Yunlong Song, Davide Scaramuzza arXiv_RO arXiv_RO Zero-Shot Contour PDF
2022-10-19 Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization Thomas Lew, Sumeet Singh, Mario Prats, Jeffrey Bingham, Jonathan Weisz, Benjie Holson, Xiaohan Zhang, Vikas Sindhwani, Yao Lu, Fei Xia, Peng Xu, Tingnan Zhang, Jie Tan, Montserrat Gonzalez arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Optimization Pose Action Autonomous PDF
2022-10-19 TabLLM: Few-shot Classification of Tabular Data with Large Language Models Stefan Hegselmann, Alejandro Buendia, Hunter Lang, Monica Agrawal, Xiaoyi Jiang, David Sontag arXiv_AI arXiv_AI Zero-Shot Knowledge Classification Deep_Learning Few-Shot Language_Model PDF
2022-10-19 Continued Pretraining for Better Zero- and Few-Shot Promptability Zhaofeng Wu, Robert L. Logan IV, Pete Walsh, Akshita Bhagia, Dirk Groeneveld, Sameer Singh, Iz Beltagy arXiv_CL arXiv_CL Zero-Shot Few-Shot Language_Model Recommendation PDF
2022-10-19 CLUTR: Curriculum Learning via Unsupervised Task Representation Learning Abdus Salam Azad, Izzeddin Gur, Aleksandra Faust, Pieter Abbeel, Ion Stoica arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Zero-Shot Optimization Represenation_Learning PDF
2022-10-18 MedCLIP: Contrastive Learning from Unpaired Medical Images and Text Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, Jimeng Sun arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Knowledge Pose Contrastive_Learning Classification Medical Caption Prediction Matching PDF
2022-10-18 Perceptual Grouping in Vision-Language Models Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens arXiv_CV arXiv_CV Transformer Segmentation Unsupervised Semantic_Segmentation Recognition Zero-Shot Represenation_Learning Pose Relation Language_Model PDF
2022-10-18 A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning Kunbo Ding, Weijie Liu, Yuejian Fang, Weiquan Mao, Zhe Zhao, Tao Zhu, Haoyan Liu, Rong Tian, Yiren Chen arXiv_CL arXiv_CL Embedding Transfer_Learning Bert Zero-Shot Text_Classification Pose Classification Attention PDF
2022-10-18 Zero-shot Point Cloud Segmentation by Transferring Geometric Primitives Runnan Chen, Xinge Zhu, Nenglun Chen, Wei Li, Yuexin Ma, Ruigang Yang, Wenping Wang arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Point_Cloud 3D Zero-Shot Knowledge Pose Classification PDF
2022-10-18 Hierarchical Normalization for Robust Monocular Depth Estimation Chi Zhang, Wei Yin, Zhibin Wang, Gang Yu, Bin Fu, Chunhua Shen arXiv_CV arXiv_CV Zero-Shot Pose Relation PDF
2022-10-18 Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation Chen Wang, Yuchen Liu, Boxing Chen, Jiajun Zhang, Wei Luo, Zhongqiang Huang, Chengqing Zong arXiv_CL arXiv_CL Quantization Recognition Zero-Shot Speech Pose Speech_Recognition PDF
2022-10-18 Hierarchical Model-Based Imitation Learning for Planning in Autonomous Driving Eli Bronstein, Mark Palatucci, Dominik Notz, Brandyn White, Alex Kuefler, Yiren Lu, Supratik Paul, Payam Nikdel, Paul Mougin, Hongge Chen, Justin Fu, Austin Abrams, Punit Shah, Evan Racah, Benjamin Frenkel, Shimon Whiteson, Dragomir Anguelov arXiv_AI arXiv_AI Zero-Shot Adversarial Autonomous PDF
2022-10-17 Non-Contrastive Learning Meets Language-Image Pre-Training Jinghao Zhou, Li Dong, Zhe Gan, Lijuan Wang, Furu Wei arXiv_CV arXiv_CV Transformer Recognition Zero-Shot Represenation_Learning Self-Supervised Contrastive_Learning Classification Relation PDF
2022-10-17 Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers Luke Marris, Ian Gemp, Thomas Anthony, Andrea Tacchetti, Siqi Liu, Karl Tuyls arXiv_AI arXiv_AI Zero-Shot PDF
2022-10-17 Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time Kiymet Akdemir, Ali Hürriyetoğlu arXiv_CL arXiv_CL Transformer Bert Zero-Shot Action Classification Language_Model PDF
2022-10-17 Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang arXiv_CL arXiv_CL Zero-Shot Pose Attention Language_Model PDF
2022-10-17 Unsupervised Object-Centric Learning with Bi-Level Optimized Query Slot Attention Baoxiong Jia, Yu Liu, Siyuan Huang arXiv_AI arXiv_AI Reconstruction Segmentation Unsupervised Zero-Shot Optimization Pose Action Attention PDF
2022-10-17 Meta-Learning via Classifier Guidance Elvis Nava, Seijin Kobayashi, Yifei Yin, Robert K. Katzschmann, Benjamin F. Grewe arXiv_CV arXiv_CV Zero-Shot Pose VQA Few-Shot QA PDF
2022-10-17 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C.H. Hoi arXiv_CV arXiv_CV Image_Caption Zero-Shot Pose VQA Caption Language_Model QA PDF
2022-10-17 ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam arXiv_CL arXiv_CL Zero-Shot Pose Action Relation Prediction PDF
2022-10-16 Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective Ping Yang, Junjie Wang, Ruyi Gan, Xinyu Zhu, Lin Zhang, Ziwei Wu, Xinyu Gao, Jiaxing Zhang, Tetsuya Sakai arXiv_CL arXiv_CL Zero-Shot Text_Classification Pose Classification Sentiment Inference PDF
2022-10-16 STAR: Zero-Shot Chinese Character Recognition with Stroke- and Radical-Level Decompositions Jinshan Zeng, Ruiying Xu, Yu Wu, Hongwei Li, Jiaxing Lu arXiv_CV arXiv_CV Recognition Zero-Shot Pose Relation Attention Inference Matching PDF
2022-10-16 LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann, Romain Beaumont, Richard Vencu, Cade Gordon, Ross Wightman, Mehdi Cherti, Theo Coombes, Aarush Katta, Clayton Mullis, Mitchell Wortsman, Patrick Schramowski, Srivatsa Kundurthy, Katherine Crowson, Ludwig Schmidt, Robert Kaczmarczyk, Jenia Jitsev arXiv_AI arXiv_AI OCR Zero-Shot Face Classification Detection PDF
2022-10-15 PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale Kuang-Huei Lee, Ted Xiao, Adrian Li, Paul Wohlhart, Ian Fischer, Yao Lu arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Represenation_Learning Pose PDF
2022-10-14 Is synthetic data from generative models ready for image recognition? Ruifei He, Shuyang Sun, Xin Yu, Chuhui Xue, Wenqing Zhang, Philip Torr, Song Bai, Xiaojuan Qi arXiv_CV arXiv_CV Transformer Transfer_Learning Recognition Zero-Shot Pose Classification Few-Shot PDF
2022-10-14 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang arXiv_CL arXiv_CL Zero-Shot Represenation_Learning Knowledge Knowledge_Graph Pose Contrastive_Learning Action Relation PDF
2022-10-14 MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks Zequn Liu, Kefei Duan, Junwei Yang, Hanwen Xu, Ming Zhang, Sheng Wang arXiv_CL arXiv_CL Embedding Zero-Shot Pose Classification Language_Model Prediction PDF
2022-10-14 'John is 50 years old, can his son be 65?' Evaluating NLP Models' Understanding of Feasibility Himanshu Gupta, Neeraj Varshney, Swaroop Mishra, Kuntal Kumar Pal, Saurabh Arjun Sawant, Kevin Scaria, Siddharth Goyal, Chitta Baral arXiv_CL arXiv_CL Zero-Shot Knowledge Action Classification Few-Shot Language_Model QA PDF
2022-10-13 Visual Reinforcement Learning with Self-Supervised 3D Representations Yanjie Ze, Nicklas Hansen, Yinbo Chen, Mohit Jain, Xiaolong Wang arXiv_RO arXiv_RO Reinforcement_Learning 3D Zero-Shot Represenation_Learning Self-Supervised Pose PDF
2022-10-13 Towards a Unified Multi-Dimensional Evaluator for Text Generation Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Relation Summarization Text_Generation QA PDF
2022-10-13 Visual Classification via Description from Large Language Models Sachit Menon, Carl Vondrick arXiv_CV arXiv_CV Transformer Recognition Zero-Shot Classification Language_Model PDF
2022-10-13 CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing Andy Rosenbaum, Saleh Soltan, Wael Hamza, Amir Saffari, Macro Damonte, Isabel Groves arXiv_AI arXiv_AI Zero-Shot Pose Few-Shot Language_Model PDF
2022-10-13 Rebalanced Zero-shot Learning Zihan Ye, Guanyu Yang, Xiaobo Jin, Youfa Liu, Kaizhu Huang arXiv_CV arXiv_CV Zero-Shot Pose Prediction PDF
2022-10-13 CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei arXiv_CL arXiv_CL Recognition Zero-Shot Knowledge Pose PDF
2022-10-13 Low-resource Neural Machine Translation with Cross-modal Alignment Zhe Yang, Qingkai Fang, Yang Feng arXiv_CL arXiv_CL Zero-Shot Pose Contrastive_Learning Few-Shot PDF
2022-10-12 Language Agnostic Multilingual Information Retrieval with Contrastive Learning Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang arXiv_CL arXiv_CL Zero-Shot Represenation_Learning Pose Contrastive_Learning Language_Model PDF
2022-10-12 S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces Eric Nguyen, Karan Goel, Albert Gu, Gordon W. Downs, Preey Shah, Tri Dao, Stephen A. Baccus, Christopher Ré arXiv_CV arXiv_CV Transformer Zero-Shot Pose Classification Attention Activity CNN Video_Classification PDF
2022-10-12 RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses Honglei Zhuang, Zhen Qin, Rolf Jagerman, Kai Hui, Ji Ma, Jing Lu, Jianmo Ni, Xuanhui Wang, Michael Bendersky arXiv_CL arXiv_CL Bert Zero-Shot Pose Classification Language_Model PDF
2022-10-12 GraspNeRF: Multiview-based 6-DoF Grasp Detection for Transparent and Specular Objects Using Generalizable NeRF Qiyu Dai, Yan Zhu, Yiran Geng, Ciyu Ruan, Jiazhao Zhang, He Wang arXiv_CV arXiv_CV Zero-Shot Optimization Sparse Pose Detection PDF
2022-10-12 Are Sample-Efficient NLP Models More Robust? Nelson F. Liu, Ananya Kumar, Percy Liang, Robin Jia arXiv_CL arXiv_CL Zero-Shot Pose Relation Sentiment PDF
2022-10-12 SQuId: Measuring Speech Naturalness in Many Languages Thibault Sellam, Ankur Bapna, Joshua Camp, Diana Mackinnon, Ankur P. Parikh, Jason Riesa arXiv_CL arXiv_CL Transformer Bert Zero-Shot Speech Prediction PDF
2022-10-12 Zero-Shot On-the-Fly Event Schema Induction Rotem Dror, Haoyu Wang, Dan Roth arXiv_CL arXiv_CL Zero-Shot Ontology Relation Language_Model PDF
2022-10-12 Using Massive Multilingual Pre-Trained Language Models Towards Real Zero-Shot Neural Machine Translation in Clinical Domain Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Ontology NMT Language_Model PDF
2022-10-12 Adversarial Speaker-Consistency Learning Using Untranscribed Speech Data for Zero-Shot Multi-Speaker Text-to-Speech Byoung Jin Choi, Myeonghun Jeong, Minchan Kim, Sung Hwan Mun, Nam Soo Kim arXiv_SD arXiv_SD Embedding Zero-Shot Adversarial Speech Pose PDF
2022-10-12 Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning Hui-Chi Kuo, Yun-Nung Chen arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Action Language_Model Prediction Recommendation PDF
2022-10-11 CLIP also Understands Text: Prompting CLIP for Phrase Understanding An Yan, Jiacheng Li, Wanrong Zhu, Yujie Lu, William Yang Wang, Julian McAuley arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Zero-Shot Language_Model PDF
2022-10-11 Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya, Miguel Ballesteros arXiv_AI arXiv_AI Unsupervised Zero-Shot Pose Classification Inference Matching PDF
2022-10-11 Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance Chen Henry Wu, Fernando De la Torre arXiv_CV arXiv_CV Recognition Zero-Shot Pose Face Face_Recognition GAN PDF
2022-10-11 Mind's Eye: Grounded Language Model Reasoning through Simulation Ruibo Liu, Jason Wei, Shixiang Shane Gu, Te-Yen Wu, Soroush Vosoughi, Claire Cui, Denny Zhou, Andrew M. Dai arXiv_CL arXiv_CL Zero-Shot Knowledge Few-Shot Language_Model PDF
2022-10-11 Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning Changkun Ye, Nick Barnes, Lars Petersson, Russell Tsuchida arXiv_CV arXiv_CV Embedding Zero-Shot Pose PDF
2022-10-11 Retrieval Augmentation for T5 Re-ranker using External Sources Kai Hui, Tao Chen, Zhen Qin, Honglei Zhuang, Fernando Diaz, Mike Bendersky, Don Metzler arXiv_CL arXiv_CL Zero-Shot Language_Model PDF
2022-10-11 HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea Haneul Yoo, Jiho Jin, Juhee Son, JinYeong Bak, Kyunghyun Cho, Alice Oh arXiv_CL arXiv_CL Recognition Bert Zero-Shot Classification Language_Model PDF
2022-10-11 Reflection of Thought: Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems Fan Zhou, Haoyu Dong, Qian Liu, Zhoujun Cheng, Shi Han, Dongmei Zhang arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Few-Shot Inference Language_Model PDF
2022-10-11 In-Hand Gravitational Pivoting Using Tactile Sensing Jason Toskov, Rhys Newbury, Mustafa Mukadam, Dana Kulić, Akansel Cosgun arXiv_RO arXiv_RO Tracking Zero-Shot RNN PDF
2022-10-10 Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions Cuong Hoang, Devendra Sachan, Prashant Mathur, Brian Thompson, Marcello Federico arXiv_CL arXiv_CL Zero-Shot Pose Action Inference PDF
2022-10-10 Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He arXiv_AI arXiv_AI Zero-Shot Pose Classification Language_Model PDF
2022-10-09 ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward Zixian Ma, Rose Wang, Li Fei-Fei, Michael Bernstein, Ranjay Krishna arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Sparse Self-Supervised Pose GAN PDF
2022-10-09 ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou, Eric P. Xing, Zhiting Hu arXiv_CL arXiv_CL Zero-Shot Pose Text_Generation Language_Model PDF
2022-10-09 Learning to Decompose Visual Features with Latent Textual Prompts Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Pose Classification Inference Language_Model PDF
2022-10-09 Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig arXiv_CL arXiv_CL Zero-Shot Pose QA PDF
2022-10-09 MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning Zijia Zhao, Longteng Guo, Xingjian He, Shuai Shao, Zehuan Yuan, Jing Liu arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Pose Action VQA Prediction PDF
2022-10-08 Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models Alon Albalak, Akshat Shrivastava, Chinnadhurai Sankar, Adithya Sagar, Mike Ross arXiv_CL arXiv_CL Zero-Shot Pose Few-Shot Language_Model PDF
2022-10-07 Zero-shot stance detection based on cross-domain feature enhancement by contrastive learning Xuechen Zhao, Jiaying Zou, Zhong Zhang, Feng Xie, Bin Zhou, Lei Tian arXiv_AI arXiv_AI Unsupervised Enhancement Zero-Shot Knowledge Pose Contrastive_Learning Detection Attention Inference PDF
2022-10-06 CLIP model is an Efficient Continual Learner Vishal Thengane, Salman Khan, Munawar Hayat, Fahad Khan arXiv_CV arXiv_CV Zero-Shot Regularization Knowledge PDF
2022-10-06 VIMA: General Robot Manipulation with Multimodal Prompts Yunfan Jiang, Agrim Gupta, Zichen Zhang, Guanzhi Wang, Yongqiang Dou, Yanjun Chen, Li Fei-Fei, Anima Anandkumar, Yuke Zhu, Linxi Fan arXiv_AI arXiv_AI Transformer Zero-Shot Pose Action Language_Model PDF
2022-10-06 Retrieval of Soft Prompt Enhances Zero-Shot Task Generalization Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo arXiv_AI arXiv_AI Embedding Zero-Shot Inference Language_Model PDF
2022-10-06 Guess the Instruction! Making Language Models Stronger Zero-Shot Learners Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo arXiv_CL arXiv_CL Zero-Shot Pose Inference Language_Model PDF
2022-10-06 Generative Entity Typing with Curriculum Learning Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao arXiv_AI arXiv_AI Zero-Shot Pose Classification Few-Shot Language_Model PDF
2022-10-05 Large Language Models are Pretty Good Zero-Shot Video Game Bug Detectors Mohammad Reza Taesiri, Finlay Macklon, Yihe Wang, Hengshuo Shen, Cor-Paul Bezemer arXiv_CL arXiv_CL Zero-Shot Knowledge Detection Object_Detection Language_Model PDF
2022-10-05 DALL-E-Bot: Introducing Web-Scale Diffusion Models to Robotics Ivan Kapelyukh, Vitalis Vosylius, Edward Johns arXiv_CV arXiv_CV Zero-Shot Pose Recommendation PDF
2022-10-05 Granularity-aware Adaptation for Image Retrieval over Multiple Tasks Jon Almazán, Byungsoo Ko, Geonmo Gu, Diane Larlus, Yannis Kalantidis arXiv_CV arXiv_CV Unsupervised Zero-Shot Image_Retrieval Self-Supervised Pose Attention PDF
2022-10-05 LDEdit: Towards Generalized Text Guided Image Manipulation via Latent Diffusion Models Paramanand Chandramouli, Kanchana Vaishnavi Gandikota arXiv_CV arXiv_CV Transformer Style_Transfer Zero-Shot Optimization Pose Face Language_Model PDF
2022-10-05 Decanus to Legatus: Synthetic training for 2D-3D human pose lifting Yue Zhu, David Picard arXiv_CV arXiv_CV 3D Zero-Shot Pose_Estimation Pose Action PDF
2022-10-04 Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering Tavish McDonald, Brian Tsan, Amar Saini, Juanita Ordonez, Luis Gutierrez, Phan Nguyen, Blake Mason, Brenda Ng arXiv_AI arXiv_AI Zero-Shot Knowledge Pose Face Action GAN QA PDF
2022-10-04 ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training Antonio Norelli, Marco Fumero, Valentino Maiorca, Luca Moschella, Emanuele Rodolà, Francesco Locatello arXiv_AI arXiv_AI Zero-Shot Sparse PDF
2022-10-04 Causal Intervention-based Prompt Debiasing for Event Argument Extraction Jiaju Lin, Jie Zhou, Qin Chen arXiv_AI arXiv_AI Transformer Zero-Shot Adversarial Pose Ontology Action PDF
2022-10-04 ThinkSum: Probabilistic reasoning over sets using large language models Batu Ozturkler, Nikolay Malkin, Zhen Wang, Nebojsa Jojic arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Few-Shot Inference Language_Model Prediction PDF
2022-10-03 CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training Tianyu Huang, Bowen Dong, Yunhan Yang, Xiaoshui Huang, Rynson W.H. Lau, Wanli Ouyang, Wangmeng Zuo arXiv_CV arXiv_CV Transformer Point_Cloud 3D Zero-Shot Knowledge Self-Supervised Pose Contrastive_Learning Classification Few-Shot PDF
2022-10-03 Hypothesis Engineering for Zero-Shot Hate Speech Detection Janis Goldzycher, Gerold Schneider arXiv_CL arXiv_CL Bert Zero-Shot Text_Classification Speech Pose Classification Detection Inference Prediction PDF
2022-10-03 SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model Yi-Jen Shih, Hsuan-Fu Wang, Heng-Jui Chang, Layne Berry, Hung-yi Lee, David Harwath arXiv_CL arXiv_CL Bert Zero-Shot Speech Pose Caption Language_Model PDF
2022-10-02 Saving the Limping: Fault-tolerant Quadruped Locomotion via Reinforcement Learning Dikai Liu, Tianwei Zhang, Jianxiong Yin, Simon See arXiv_RO arXiv_RO Reinforcement_Learning Zero-Shot Face PDF
2022-10-01 Zero-Shot Policy Transfer with Disentangled Task Representation of Meta-Reinforcement Learning Zheng Wu, Yichen Xie, Wenzhao Lian, Changhao Wang, Yanjiang Guo, Jianyu Chen, Stefan Schaal, Masayoshi Tomizuka arXiv_RO arXiv_RO Reinforcement_Learning Zero-Shot Pose PDF
2022-10-01 MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation Kshitij Gupta arXiv_CL arXiv_CL Transformer Zero-Shot Self-Supervised Language_Model PDF
2022-10-01 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Attention Language_Model PDF
2022-09-30 Contrastive Corpus Attribution for Explaining Representations Chris Lin, Hugh Chen, Chanwoo Kim, Su-In Lee arXiv_AI arXiv_AI Image_Caption Unsupervised Zero-Shot Pose Contrastive_Learning Quantitative PDF
2022-09-30 Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study Ziyuan Qin, Huahui Yi, Qicheng Lao, Kang Li arXiv_CV arXiv_CV Image_Caption Zero-Shot Knowledge Medical Language_Model PDF
2022-09-30 Zero-Shot Retrieval with Search Agents and Hybrid Environments Michelle Chen Huebscher, Christian Buck, Massimiliano Ciaramita, Sascha Rothe arXiv_CL arXiv_CL Zero-Shot Autonomous Language_Model PDF
2022-09-30 Relative representations enable zero-shot latent space communication Luca Moschella, Valentino Maiorca, Marco Fumero, Antonio Norelli, Francesco Locatello, Emanuele Rodolà arXiv_AI arXiv_AI Transformer Reconstruction Zero-Shot Pose Classification PDF
2022-09-30 Semi-Supervised Single-View 3D Reconstruction via Prototype Shape Priors Zhen Xing, Hengduo Li, Zuxuan Wu, Yu-Gang Jiang arXiv_CV arXiv_CV Reconstruction 3D Zero-Shot Pose Classification Attention Image_Classification PDF
2022-09-30 PART: Pre-trained Authorship Representation Transformer Javier Huertas-Tato, Alvaro Huertas-Garcia, Alejandro Martin, David Camacho arXiv_CL arXiv_CL Transformer Embedding Zero-Shot RNN Pose Classification PDF
2022-09-30 What Makes Pre-trained Language Models Better Zero/Few-shot Learners? Jinghui Lu, Rui Zhao, Brian Mac Namee, Dongsheng Zhu, Weidong Han, Fei Tan arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Pose Few-Shot Language_Model Prediction PDF
2022-09-29 Zero-shot visual reasoning through probabilistic analogical mapping Taylor W. Webb, Shuhao Fu, Trevor Bihl, Keith J. Holyoak, Hongjing Lu arXiv_AI arXiv_AI 3D Zero-Shot Deep_Learning PDF
2022-09-29 REST: REtrieve & Self-Train for generative action recognition Adrian Bulat, Enrique Sanchez, Brais Martinez, Georgios Tzimiropoulos arXiv_AI arXiv_AI Unsupervised Recognition Zero-Shot Knowledge Pose Contrastive_Learning Action_Recognition Action Caption PDF
2022-09-29 Prompt-guided Scene Generation for 3D Zero-Shot Learning Majid Nasiri, Ali Cheraghian, Townim Faisal Chowdhury, Sahar Ahmadi, Morteza Saberi, Shafin Rahman arXiv_CV arXiv_CV Point_Cloud 3D Bert Zero-Shot Scene_Generation Pose Contrastive_Learning Action Caption Language_Model PDF
2022-09-29 Bidirectional Language Models Are Also Few-shot Learners Ajay Patel, Bryan Li, Mohammad Sadegh Rasooli, Noah Constant, Colin Raffel, Chris Callison-Burch arXiv_CL arXiv_CL Transformer Transfer_Learning Zero-Shot Few-Shot Denoising Summarization Language_Model PDF
2022-09-28 The Change You Want to See Ragav Sachdeva, Andrew Zisserman arXiv_CV arXiv_CV Surveillance Segmentation 3D Zero-Shot Pose Detection Attention Prediction PDF
2022-09-28 Cross-Domain Neural Entity Linking Hassan Soliman arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Language_Model Matching PDF
2022-09-28 CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention Ziyu Guo, Renrui Zhang, Longtian Qiu, Xianzheng Ma, Xupeng Miao, Xuming He, Bin Cui arXiv_AI arXiv_AI Transformer Embedding Enhancement Point_Cloud 3D Zero-Shot Knowledge Pose Classification Few-Shot Attention PDF
2022-09-28 Zero-Shot Retargeting of Learned Quadruped Locomotion Policies Using Hybrid Kinodynamic Model Predictive Control He Li, Tingnan Zhang, Wenhao Yu, Patrick M. Wensing arXiv_RO arXiv_RO Reinforcement_Learning Zero-Shot Optimization PDF
2022-09-27 What Does DALL-E 2 Know About Radiology? Lisa C. Adams, Felix Busch, Daniel Truhn, Marcus R. Makowski, Hugo JWL. Aerts, Keno K. Bressem arXiv_AI arXiv_AI Zero-Shot Knowledge Medical PDF
2022-09-27 FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation Yi Li, Huifeng Yao, Hualiang Wang, Xiaomeng Li arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Zero-Shot Pose PDF
2022-09-26 Text Summarization with Oracle Expectation Yumo Xu, Mirella Lapata arXiv_CL arXiv_CL Zero-Shot Pose Summarization PDF
2022-09-26 Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts Joel Jang, Seonghyeon Ye, Minjoon Seo arXiv_CL arXiv_CL Zero-Shot Few-Shot Language_Model PDF
2022-09-26 Meta-Learning a Cross-lingual Manifold for Semantic Parsing Tom Sherborne Mirella Lapata arXiv_CL arXiv_CL Zero-Shot Few-Shot PDF
2022-09-26 News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal, Junyi Jessy Li, Greg Durrett arXiv_CL arXiv_CL Zero-Shot Pose Few-Shot Summarization QA PDF
2022-09-25 Collaboration of Pre-trained Models Makes Better Few-shot Learner Renrui Zhang, Hanqiu Deng, Bohao Li, Wei Zhang, Hao Dong, Hongsheng Li, Peng Gao, Yu Qiao arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Knowledge Pose Classification Few-Shot Prediction PDF
2022-09-24 Global Semantic Descriptors for Zero-Shot Action Recognition Valter Estevam, Rayson Laroca, Helio Pedrini, David Menotti arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Action_Recognition Action Classification Relation PDF
2022-09-23 ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and Rhythm Meiying Chen, Zhiyao Duan arXiv_SD arXiv_SD Embedding Zero-Shot Speech Pose Contour PDF
2022-09-23 Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts Zewei Sun, Qingnan Jiang, Shujian Huang, Jun Cao, Shanbo Cheng, Mingxuan Wang arXiv_CL arXiv_CL Zero-Shot Pose PDF
2022-09-22 MonoByte: A Pool of Monolingual Byte-level Language Models Hugo Abonizio, Leandro Rodrigues de Souza, Roberto Lotufo, Rodrigo Nogueira arXiv_CL arXiv_CL Embedding Bert Zero-Shot Language_Model QA PDF
2022-09-21 Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora Sara Papi, Alina Karakanta, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL Segmentation Zero-Shot Speech Pose PDF
2022-09-21 WeLM: A Well-Read Pre-trained Language Model for Chinese Hui Su, Xiao Zhou, Houjing Yu, Yuwen Chen, Zilin Zhu, Yang Yu, Jie Zhou arXiv_AI arXiv_AI Unsupervised Zero-Shot Knowledge Self-Supervised Few-Shot Language_Model PDF
2022-09-21 Continual VQA for Disaster Response Systems Aditya Kane, V Manushree, Sahil Khose arXiv_CV arXiv_CV Embedding Zero-Shot VQA QA PDF
2022-09-21 I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem, Yongqin Xian, Luc Van Gool, Federico Tombari arXiv_CV arXiv_CV Transformer Embedding Unsupervised Zero-Shot Pose Action Quantitative Classification Attention Image_Classification Language_Model PDF
2022-09-20 LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging Andy Rosenbaum, Saleh Soltan, Wael Hamza, Yannick Versley, Markus Boese arXiv_AI arXiv_AI Zero-Shot Knowledge Classification Language_Model Matching PDF
2022-09-20 Text2Light: Zero-Shot Text-Driven HDR Panorama Generation Zhaoxi Chen, Guangcong Wang, Ziwei Liu arXiv_CV arXiv_CV Super_Resolution 3D Zero-Shot Pose PDF
2022-09-20 DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection Lewei Yao, Jianhua Han, Youpeng Wen, Xiaodan Liang, Dan Xu, Wei Zhang, Zhenguo Li, Chunjing Xu, Hang Xu arXiv_CV arXiv_CV Transformer Zero-Shot Knowledge Pose Action Detection Relation Object_Detection Caption PDF
2022-09-19 A Zero-Shot Adaptive Quadcopter Controller Dingqi Zhang, Antonio Loquercio, Xiangyu Wu, Ashish Kumar, Jitendra Malik, Mark W. Mueller arXiv_RO arXiv_RO Zero-Shot Pose Drone PDF
2022-09-19 How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input? Lovisa Hagström, Richard Johansson arXiv_CL arXiv_CL Zero-Shot Pose Language_Model PDF
2022-09-19 Zero-shot Active Visual Search : Intelligent Object Search for Robotic Assistants Jeongeun Park, Taerim Yoon, Jejoon Hong, Youngjae Yu, Matthew Pan, Sungjoon Choi arXiv_RO arXiv_RO Zero-Shot Knowledge Pose PDF
2022-09-15 PIZZA: A Powerful Image-only Zero-Shot Zero-CAD Approach to 6 DoF Tracking Van Nguyen Nguyen, Yuming Du, Yang Xiao, Michael Ramamonjisoa, Vincent Lepetit arXiv_CV arXiv_CV Transformer Tracking 3D Zero-Shot Knowledge Pose PDF
2022-09-15 ZeroEGGS: Zero-shot Example-based Gesture Generation from Speech Saeed Ghorbani, Ylva Ferstl, Daniel Holden, Nikolaus F. Troje, Marc-André Carbonneau arXiv_SD arXiv_SD Embedding Zero-Shot Gesture Speech PDF
2022-09-15 Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models Manli Shu, Weili Nie, De-An Huang, Zhiding Yu, Tom Goldstein, Anima Anandkumar, Chaowei Xiao arXiv_CV arXiv_CV Transformer Zero-Shot Pose Classification Image_Classification Language_Model Prediction PDF
2022-09-15 Evolving Zero Cost Proxies For Neural Architecture Scoring Yash Akhauri, J. Pablo Munoz, Nilesh Jain, Ravi Iyer arXiv_CV arXiv_CV NAS Zero-Shot Pose Deep_Learning Relation PDF
2022-09-15 Linear Transformations for Cross-lingual Sentiment Analysis Pavel Přibáň, Jakub Šmíd, Adam Mištera, Pavel Král arXiv_CL arXiv_CL Embedding Bert Zero-Shot RNN Classification Sentiment PDF
2022-09-15 Exploring Visual Interpretability for Contrastive Language-Image Pre-training Yi Li, Hualiang Wang, Yiqun Duan, Hang Xu, Xiaomeng Li arXiv_CV arXiv_CV Transformer Segmentation Recognition Zero-Shot Knowledge Self-Supervised Pose Attention Caption Prediction PDF
2022-09-14 MUST-VQA: MUltilingual Scene-text VQA Emanuele Vivoli, Ali Furkan Biten, Andres Mafla, Dimosthenis Karatzas, Lluis Gomez arXiv_CV arXiv_CV Zero-Shot Scene_Text VQA Language_Model QA PDF
2022-09-14 Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corpora Flor Miriam Plaza-del-Arco, María-Teresa Martín-Valdivia, Roman Klinger arXiv_CL arXiv_CL Zero-Shot Emotion Classification Inference PDF
2022-09-13 Vision Transformers for Action Recognition: A Survey Anwaar Ulhaq, Naveed Akhtar, Ganna Pogrebna, Ajmal Mian arXiv_AI arXiv_AI Transformer Recognition Zero-Shot Optimization Review Self-Supervised Survey Action_Recognition Action Attention PDF
2022-09-12 Leveraging Large Language Models for Robot 3D Scene Understanding William Chen, Siyi Hu, Rajat Talak, Luca Carlone arXiv_CV arXiv_CV 3D Zero-Shot Knowledge Language_Model PDF
2022-09-12 VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models Felix Vogel, Nina Shvetsova, Leonid Karlinsky, Hilde Kuehne arXiv_AI arXiv_AI Transformer Zero-Shot Language_Model PDF
2022-09-12 Unified State Representation Learning under Data Augmentation Taylor Hearn, Sravan Jayanthi, Sehoon Ha arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Represenation_Learning Pose PDF
2022-09-10 Adversarial Learning-based Stance Classifier for COVID-19-related Health Policies eng Xie, Zhong Zhang, Xuechen Zhao, Jiaying Zou, Bin Zhou, Yusong Tan arXiv_CL arXiv_CL Zero-Shot Sparse Knowledge Adversarial Pose Detection PDF
2022-09-10 Code Compliance Assessment as a Learning Problem Neela Sawant, Srinivasan H. Sengamedu arXiv_AI arXiv_AI Transformer Embedding Bert Zero-Shot Review Classification Detection Relation Prediction PDF
2022-09-09 DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion Ruibin Yuan, Yuxuan Wu, Jacob Li, Jaxter Kim arXiv_AI arXiv_AI Zero-Shot Speech Pose Inference PDF
2022-09-09 Adapting to Non-Centered Languages for Zero-shot Multilingual Translation Zhi Qu, Taro Watanabe arXiv_CL arXiv_CL Transformer Zero-Shot Pose PDF
2022-09-08 FETA: Towards Specializing Foundation Models for Expert Task Applications Amit Alfassy, Assaf Arbelle, Oshri Halimi, Sivan Harary, Roei Herzig, Eli Schwartz, Rameswar Panda, Michele Dolfi, Christoph Auer, Kate Saenko, PeterW. J. Staar, Rogerio Feris, Leonid Karlinsky arXiv_CV arXiv_CV Image_Caption Transformer Zero-Shot Pose Action PDF
2022-09-07 What does a platypus look like? Generating customized prompts for zero-shot image classification Sarah Pratt, Rosanne Liu, Ali Farhadi arXiv_CV arXiv_CV Zero-Shot Knowledge Classification Image_Classification Inference Language_Model PDF
2022-09-07 Improving the Cross-Lingual Generalisation in Visual Question Answering Farhad Nooralahzadeh, Rico Sennrich arXiv_CL arXiv_CL Transformer Embedding Zero-Shot Sparse Pose VQA Language_Model QA PDF
2022-09-06 Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation Bryan Li, Ajay Patel, Chris Callison-Burch, Mohammad Sadegh Rasooli arXiv_CL arXiv_CL Unsupervised Bert Zero-Shot Pose NMT PDF
2022-09-06 Depression Symptoms Modelling from Social Media Text: An Active Learning Approach Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar Zaiane arXiv_AI arXiv_AI Zero-Shot Detection Language_Model PDF
2022-09-06 Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang, Mengmeng Zhang, Wei Li, Shuai Wang, Ran Tao arXiv_CV arXiv_CV Transformer Zero-Shot Knowledge Pose Contrastive_Learning Classification Image_Classification PDF
2022-09-06 Zero-shot Aspect-level Sentiment Classification via Explicit Utilization of Aspect-to-Document Sentiment Composition Pengfei Deng, Jianhua Yuan, Yanyan Zhao, Bing Qin arXiv_CL arXiv_CL Sentiment_Classification Zero-Shot Review Pose Classification Sentiment PDF
2022-09-05 Design of the topology for contrastive visual-textual alignment Zhun Sun arXiv_CV arXiv_CV Image_Caption Transformer Embedding Zero-Shot Optimization Pose PDF
2022-09-05 CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji arXiv_CL arXiv_CL Zero-Shot Self-Supervised Pose Attention PDF
2022-09-05 Federated Zero-Shot Learning for Visual Recognition Zhi Chen, Yadan Luo, Sen Wang, Jingjing Li, Zi Huang arXiv_CV arXiv_CV Recognition Zero-Shot Pose Relation GAN Prediction PDF
2022-09-05 RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection Hangjie Yuan, Jianwen Jiang, Samuel Albanie, Tao Feng, Ziyuan Huang, Dong Ni, Mingqian Tang arXiv_CV arXiv_CV Transformer Zero-Shot Pose Action Detection Relation Few-Shot Inference PDF
2022-09-04 Informative Language Representation Learning for Massively Multilingual Neural Machine Translation Renren Jin, Deyi Xiong arXiv_CL arXiv_CL Embedding Zero-Shot Represenation_Learning Pose Attention Prediction PDF
2022-09-03 How to Prompt? Opportunities and Challenges of Zero- and Few-Shot Learning for Human-AI Interaction in Creative Applications of Generative Models Hai Dang, Lukas Mecke, Florian Lehmann, Sven Goller, Daniel Buschek arXiv_CL arXiv_CL Zero-Shot Sketch Pose Face Action Few-Shot PDF
2022-09-01 Zero-Shot Multi-Modal Artist-Controlled Retrieval and Exploration of 3D Object Sets Kristofer Schlachter, Benjamin Ahlbrand, Zhu Wang, Valerio Ortenzi, Ken Perlin arXiv_CV arXiv_CV Embedding 3D Zero-Shot Sketch PDF
2022-09-01 Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases Gizem Aydin, Seyed Amin Tabatabaei, Giorgios Tsatsaronis, Faegheh Hasibi arXiv_CL arXiv_CL Transformer Tracking Zero-Shot Sparse Knowledge Pose Action Detection GAN Prediction PDF
2022-08-30 Flexible Job Classification with Zero-Shot Learning Thom Lake arXiv_CL arXiv_CL Zero-Shot Classification GAN Language_Model Recommendation PDF
2022-08-30 AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels Nicholas Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala arXiv_AI arXiv_AI Zero-Shot Pose Face Few-Shot Prediction PDF
2022-08-29 CounTR: Transformer-based Generalised Visual Counting Chang Liu, Yujie Zhong, Andrew Zisserman, Weidi Xie arXiv_CV arXiv_CV Transformer Zero-Shot Self-Supervised Pose Few-Shot Attention PDF
2022-08-29 Federated Zero-Shot Learning with Mid-Level Semantic Knowledge Transfer Shitong Sun, Chenyang Si, Shaogang Gong, Guile Wu arXiv_CV arXiv_CV Zero-Shot Knowledge Pose Deep_Learning PDF
2022-08-28 Towards Accurate Reconstruction of 3D Scene Shape from A Single Monocular Image Wei Yin, Jianming Zhang, Oliver Wang, Simon Nicklaus, Simon Chen, Yifan Liu, Chunhua Shen arXiv_CV arXiv_CV Reconstruction Point_Cloud 3D Zero-Shot Pose Prediction PDF
2022-08-27 MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages Qingyu Zhang, Xiaoyu Shen, Ernie Chang, Jidong Ge, Pengke Chen arXiv_CL arXiv_CL Bert Zero-Shot Few-Shot QA PDF
2022-08-26 MuLan: A Joint Embedding of Music Audio and Natural Language Qingqing Huang, Aren Jansen, Joonseok Lee, Ravi Ganti, Judith Yue Li, Daniel P. W. Ellis arXiv_CL arXiv_CL Embedding Transfer_Learning Zero-Shot PDF
2022-08-25 MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining Xiaoyi Dong, Yinglin Zheng, Jianmin Bao, Ting Zhang, Dongdong Chen, Hao Yang, Ming Zeng, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Pose PDF
2022-08-25 Contrastive Audio-Language Learning for Music Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas arXiv_CL arXiv_CL Embedding Zero-Shot Pose Face Action Classification PDF
2022-08-24 Improving video retrieval using multilingual knowledge transfer Avinash Madasu, Estelle Aflalo, Gabriel Ben Melech Stan, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Knowledge Pose Language_Model Video_Retrieval PDF
2022-08-24 Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers Paul Primus, Gerhard Widmer arXiv_SD arXiv_SD Transformer Embedding Zero-Shot Pose Classification Attention CNN Prediction PDF
2022-08-24 RZSR: Reference-based Zero-Shot Super-Resolution with Depth Guided Self-Exemplars Jun-Sang Yoo, Dong-Wook Kim, Yucheng Lu, Seung-Won Jung arXiv_CV arXiv_CV Super_Resolution Zero-Shot Pose Attention Matching PDF
2022-08-23 Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning Letian Peng, Zuchao Li, Hai Zhao arXiv_CL arXiv_CL Transformer Unsupervised Zero-Shot Knowledge Pose Action Detection Language_Model PDF
2022-08-23 GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers Hsien-Chin Lin, Christian Geishauser, Shutong Feng, Nurul Lubis, Carel van Niekerk, Michael Heck, Milica Gašić arXiv_CL arXiv_CL Transformer Reinforcement_Learning Zero-Shot Pose Ontology Action Language_Model PDF
2022-08-23 Interaction Modeling with Multiplex Attention Fan-Yun Sun, Isaac Kauvar, Ruohan Zhang, Jiachen Li, Mykel Kochenderfer, Jiajun Wu, Nick Haber arXiv_AI arXiv_AI Zero-Shot Action Relation Attention Inference Prediction PDF
2022-08-22 Reference-Limited Compositional Zero-Shot Learning Siteng Huang, Qiyao Wei, Donglin Wang arXiv_CV arXiv_CV Zero-Shot Pose Few-Shot PDF
2022-08-21 Semantic-enhanced Image Clustering Shaotian Cai, Liping Qiu, Xiaojun Chen, Qin Zhang, Longteng Chen arXiv_CV arXiv_CV Transformer Zero-Shot Self-Supervised Pose Relation Prediction PDF
2022-08-21 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He, Baolin Peng, Liyang Lu, Song Wang, Jie Mei, Yang Liu, Ruochen Xu, Hany Hassan Awadalla, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang arXiv_AI arXiv_AI Transformer Zero-Shot Few-Shot Attention Summarization Text_Generation Language_Model PDF
2022-08-19 A Dual Modality Approach For Multi-Label Classification Shichao Xu, Yikang Li, Jenhao Hsiao, Chiuman Ho, Zhu Qi arXiv_AI arXiv_AI Transformer Zero-Shot Pose Classification PDF
2022-08-19 TTT-UCDR: Test-time Training for Universal Cross-Domain Retrieval Soumava Paul, Aheli Saha, Abhishek Samanta arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Zero-Shot Sketch Image_Retrieval Classification Image_Classification PDF
2022-08-18 Stable Object Reorientation using Contact Plane Registration Richard Li, Carlos Esteves, Ameesh Makadia, Pulkit Agrawal arXiv_CV arXiv_CV Zero-Shot Pose Face PDF
2022-08-18 Exploiting Sentiment and Common Sense for Zero-shot Stance Detection Yun Luo, Zihan Liu, Yuefeng Shi, Yue Zhang arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Detection Relation Sentiment Few-Shot PDF
2022-08-18 MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Language_Model PDF
2022-08-16 Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush arXiv_CL arXiv_CL Zero-Shot Quantitative Language_Model PDF
2022-08-15 Z-BERT-A: a zero-shot Pipeline for Unknown Intent detection Daniele Comi, Dimitrios Christofidellis, Pier Francesco Piazza, Matteo Manica arXiv_CL arXiv_CL Transformer Bert Zero-Shot Pose Classification Detection Inference Language_Model PDF
2022-08-11 Language Tokens: A Frustratingly Simple Approach Improves Zero-Shot Performance of Multilingual Translation Muhammad ElNokrashy (1), Amr Hendy (1), Mohamed Maher (1), Mohamed Afify (1), Hany Hassan Awadalla (2) ((1) Microsoft ATL Cairo, (2) Microsoft Redmond) arXiv_CL arXiv_CL Zero-Shot Pose PDF
2022-08-10 Patching open-vocabulary models by interpolating weights Gabriel Ilharco, Mitchell Wortsman, Samir Yitzhak Gadre, Shuran Song, Hannaneh Hajishirzi, Simon Kornblith, Ali Farhadi, Ludwig Schmidt arXiv_CV arXiv_CV Zero-Shot Classification Image_Classification PDF
2022-08-10 TagRec++: Hierarchical Label Aware Attention Network for Question Categorization Venktesh Viswanathan, Mukesh Mohania, Vikram Goyal arXiv_CL arXiv_CL Zero-Shot Pose Classification Attention GAN PDF
2022-08-09 Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution Ke Xue, Yutong Wang, Lei Yuan, Cong Guan, Chao Qian, Yang Yu arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Pose PDF
2022-08-08 Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks Yonghao Xu, Weikang Yu, Pedram Ghamisi, Michael Kopp, Sepp Hochreiter arXiv_CV arXiv_CV Embedding Zero-Shot Pose Classification PDF
2022-08-08 Object Detection Using Sim2Real Domain Randomization for Robotic Applications Dániel Horváth, Gábor Erdős, Zoltán Istenes, Tomáš Horváth, Sándor Földi arXiv_RO arXiv_RO Transfer_Learning Zero-Shot Knowledge Pose Deep_Learning Detection Object_Detection CNN PDF
2022-08-05 Improving Task Generalization via Unified Schema Prompt Wanjun Zhong, Yifan Gao, Ning Ding, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan arXiv_CL arXiv_CL Transformer Zero-Shot Knowledge Pose Few-Shot Language_Model QA PDF
2022-08-04 Grasp Stability Prediction with Sim-to-Real Transfer from Tactile Sensing Zilin Si, Zirui Zhu, Arpit Agarwal, Stuart Anderson, Wenzhen Yuan arXiv_RO arXiv_RO Zero-Shot Action Prediction PDF
2022-08-04 Expanding Language-Image Pretrained Models for General Video Recognition Bolin Ni, Houwen Peng, Minghao Chen, Songyang Zhang, Gaofeng Meng, Jianlong Fu, Shiming Xiang, Haibin Ling arXiv_CV arXiv_CV Recognition Zero-Shot Pose Few-Shot Attention PDF
2022-08-04 Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri, Manmohan Chandraker arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Zero-Shot Relation Few-Shot PDF
2022-08-04 ZeroMesh: Zero-shot Single-view 3D Mesh Reconstruction Xianghui Yang, Guosheng Lin, Luping Zhou arXiv_CV arXiv_CV Reconstruction 3D Zero-Shot Regularization Pose Face Deep_Learning PDF
2022-08-03 Zero-Shot Style Transfer for Gesture Animation driven by Text and Speech using Adversarial Disentanglement of Multimodal Style Encoding Mireille Fares, Michele Grimaldi, Catherine Pelachaud, Nicolas Obin arXiv_SD arXiv_SD Embedding Style_Transfer 3D Zero-Shot Gesture Knowledge Adversarial Speech Pose Action PDF
2022-08-03 Benchmarking zero-shot and few-shot approaches for tokenization, tagging, and dependency parsing of Tagalog text Angelina Aquino, Franz de Leon arXiv_CL arXiv_CL Embedding Zero-Shot Few-Shot PDF
2022-08-02 Exploring Gender Bias in Retrieval Models Dhanasekar Sundararaman, Vivek Subramanian arXiv_CL arXiv_CL Bert Zero-Shot Action PDF
2022-08-02 AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gokhan Tur, Prem Natarajan arXiv_CL arXiv_CL Zero-Shot Few-Shot Denoising Summarization Language_Model PDF
2022-08-02 Multilingual Coreference Resolution in Multiparty Dialogue Boyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, Benjamin Van Durme arXiv_CL arXiv_CL Zero-Shot Pose PDF
2022-08-01 Multi-Document Summarization with Centroid-Based Pretraining Ratish Puduppully, Mark Steedman arXiv_CL arXiv_CL Zero-Shot Summarization PDF
2022-08-01 Learning to Grasp on the Moon from 3D Octree Observations with Deep Reinforcement Learning Andrej Orsula, Simon Bøgh, Miguel Olivares-Mendez, Carol Martinez arXiv_RO arXiv_RO Reinforcement_Learning 3D Zero-Shot Pose Action PDF
2022-08-01 Learning to Navigate using Visual Sensor Networks Jan Blumenkamp, Qingbiao Li, Binyu Wang, Zhe Liu, Amanda Prorok arXiv_RO arXiv_RO Zero-Shot Pose PDF
2022-07-31 Mismatching-Aware Unsupervised Translation Quality Estimation For Low-Resource Languages Fatemeh Azadi, Heshaam Faili, Mohammad Javad Dousti arXiv_CL arXiv_CL Unsupervised Bert Zero-Shot Pose Relation Attention Matching PDF
2022-07-31 Cross-Modal Alignment Learning of Vision-Language Conceptual Systems Taehyeong Kim, Hyeonseop Song, Byoung-Tak Zhang arXiv_AI arXiv_AI Transformer Zero-Shot Represenation_Learning Self-Supervised Pose Quantitative Relation PDF
2022-07-30 Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation Alexander Liu, Samuel Yang arXiv_CL arXiv_CL Transformer Embedding Zero-Shot Pose Contrastive_Learning Language_Model PDF
2022-07-29 Learning Prototype via Placeholder for Zero-shot Recognition Zaiquan Yang, Yang Liu, Wenjia Xu, Chong Huang, Lei Zhou, Chao Tong arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Pose PDF
2022-07-29 Cyclic Policy Distillation: Sample-Efficient Sim-to-Real Reinforcement Learning with Domain Randomization Yuki Kadokawa, Lingwei Zhu, Yoshihisa Tsurumine, Takamitsu Matsubara arXiv_RO arXiv_RO Reinforcement_Learning Zero-Shot Pose PDF
2022-07-29 Curriculum Learning for Data-Efficient Vision-Language Alignment Tejas Srinivasan, Xiang Ren, Jesse Thomason arXiv_AI arXiv_AI Transformer Bert Zero-Shot Image_Retrieval Ontology Contrastive_Learning PDF
2022-07-28 LAD: Language Models as Data for Zero-Shot Dialog Shikib Mehri, Yasemin Altun, Maxine Eskenazi arXiv_AI arXiv_AI Zero-Shot Pose Action Language_Model Prediction PDF
2022-07-28 Depth Field Networks for Generalizable Multi-view Scene Representation Vitor Guizilini, Igor Vasiljevic, Jiading Fang, Rares Ambrus, Greg Shakhnarovich, Matthew Walter, Adrien Gaidon arXiv_CV arXiv_CV Transformer 3D Zero-Shot Pose Optical_Flow Matching PDF
2022-07-28 PencilNet: Zero-Shot Sim-to-Real Transfer Learning for Robust Gate Perception in Autonomous Drone Racing Huy Xuan Pham, Andriy Sarabakha, Mykola Odnoshyvkin, Erdal Kayacan arXiv_RO arXiv_RO Transfer_Learning Zero-Shot Pose Detection Drone Autonomous Prediction PDF
2022-07-26 NewsStories: Illustrating articles with visual summaries Reuben Tan, Bryan A. Plummer, Kate Saenko, JP Lewis, Avneesh Sud, Thomas Leung arXiv_AI arXiv_AI Zero-Shot Self-Supervised Relation Caption PDF
2022-07-26 Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark Zhenran Xu, Zifei Shan, Yuxin Li, Baotian Hu, Bing Qin arXiv_CL arXiv_CL Zero-Shot Knowledge Review Few-Shot PDF
2022-07-26 Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Knowledge Pose Classification Attention PDF
2022-07-25 Exploring CLIP for Assessing the Look and Feel of Images Jianyi Wang, Kelvin C.K. Chan, Chen Change Loy arXiv_CV arXiv_CV Transformer Zero-Shot QA PDF
2022-07-25 Black-box Few-shot Knowledge Distillation Dang Nguyen, Sunil Gupta, Kien Do, Svetha Venkatesh arXiv_AI arXiv_AI Zero-Shot Knowledge Pose Classification Few-Shot Image_Classification PDF
2022-07-25 LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning Sathvik Bhaskarpandit, Priyanka Gupta, Manik Gupta arXiv_AI arXiv_AI Embedding Zero-Shot Pose Action Classification Deep_Learning PDF
2022-07-24 Combining Internal and External Constraints for Unrolling Shutter in Videos Eyal Naor, Itai Antebi, Shai Bagon, Michal Irani arXiv_CV arXiv_CV Zero-Shot Optimization Pose PDF
2022-07-23 Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models Huy Ha, Shuran Song arXiv_CV arXiv_CV Transformer 3D Zero-Shot Pose Action Language_Model PDF
2022-07-22 Zero-Shot Video Captioning with Evolving Pseudo-Tokens Yoad Tewel, Yoav Shalev, Roy Nadler, Idan Schwartz, Lior Wolf arXiv_CV arXiv_CV Image_Caption Video_Caption Zero-Shot Knowledge Caption Language_Model Matching PDF
2022-07-20 Temporal and cross-modal attention for audio-visual zero-shot learning Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata arXiv_CV arXiv_CV Zero-Shot Pose Classification Relation Attention Activity Video_Classification PDF
2022-07-19 Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification Renrui Zhang, Zhang Wei, Rongyao Fang, Peng Gao, Kunchang Li, Jifeng Dai, Yu Qiao, Hongsheng Li arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Pose Classification Few-Shot PDF
2022-07-19 Contributions of Shape, Texture, and Color in Visual Recognition Yunhao Ge, Yao Xiao, Zhi Xu, Xingrui Wang, Laurent Itti arXiv_CV arXiv_CV Recognition Zero-Shot Classification PDF
2022-07-19 Don't Stop Learning: Towards Continual Learning for the CLIP Model Yuxuan Ding, Lingqiao Liu, Chunna Tian, Jingyuan Yang, Haoxuan Ding arXiv_CV arXiv_CV Transformer Recognition Zero-Shot Pose Attention GAN Matching PDF
2022-07-18 Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks Yabo Zhang, Mingshuai Yao, Yuxiang Wei, Zhilong Ji, Jinfeng Bai, Wangmeng Zuo arXiv_CV arXiv_CV Embedding Zero-Shot Adversarial Quantitative GAN PDF
2022-07-18 Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding Quande Liu, Youpeng Wen, Jianhua Han, Chunjing Xu, Hang Xu, Xiaodan Liang arXiv_CV arXiv_CV Image_Caption Transformer Segmentation Embedding Semantic_Segmentation Zero-Shot Pose Relation Attention Caption PDF
2022-07-17 Stroke-Based Autoencoders: Self-Supervised Learners for Efficient Zero-Shot Chinese Character Recognition Zongze Chen, Wenxia Yang, Xin Li arXiv_AI arXiv_AI Transformer Embedding Enhancement Recognition Zero-Shot Self-Supervised Attention PDF
2022-07-17 Zero-Shot Temporal Action Detection via Vision-Language Prompting Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang arXiv_AI arXiv_AI Transformer Zero-Shot Optimization Pose Action Classification Detection Object_Detection Image_Classification Inference PDF
2022-07-17 ELECTRA is a Zero-Shot Learner, Too Shiwen Ni, Hung-Yu Kao arXiv_CL arXiv_CL Bert Zero-Shot Pose Detection Few-Shot Language_Model PDF
2022-07-16 Clover: Towards A Unified Video-Language Alignment and Fusion Model Jingjia Huang, Yinan Li, Jiashi Feng, Xiaoshuai Sun, Rongrong Ji arXiv_CV arXiv_CV Transformer Video_Caption Zero-Shot Pose Language_Model Video_Retrieval PDF
2022-07-15 Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models Rui Qian, Yeqing Li, Zheng Xu, Ming-Hsuan Yang, Serge Belongie, Yin Cui arXiv_CV arXiv_CV Recognition Zero-Shot Classification Optical_Flow Language_Model Video_Classification PDF
2022-07-14 K-level Reasoning for Zero-Shot Coordination in Hanabi Brandon Cui, Hengyuan Hu, Luis Pineda, Jakob N. Foerster arXiv_AI arXiv_AI Zero-Shot PDF
2022-07-14 A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance Mehmet Yamaç, Mert Duman, İlke Adalıoğlu, Serkan Kiranyaz, Moncef Gabbouj arXiv_CV arXiv_CV Surveillance Zero-Shot Sparse Pose Classification Detection PDF
2022-07-14 Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers Weng Lam Tam, Xiao Liu, Kaixuan Ji, Lilong Xue, Xingjian Zhang, Yuxiao Dong, Jiahua Liu, Maodi Hu, Jie Tang arXiv_CL arXiv_CL Zero-Shot Face PDF
2022-07-14 A Single Self-Supervised Model for Many Speech Modalities Enables Zero-Shot Modality Transfer Wei-Ning Hsu, Bowen Shi arXiv_AI arXiv_AI Transformer Recognition Bert Zero-Shot Speech Self-Supervised Speech_Recognition Prediction PDF
2022-07-13 Re2G: Retrieve, Rerank, Generate Michael Glass, Gaetano Rossiello, Md Faisal Mahbub Chowdhury, Ankita Rajaram Naik, Pengshan Cai, Alfio Gliozzo arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge PDF
2022-07-13 SATTS: Speaker Attractor Text to Speech, Learning to Speak by Learning to Separate Nabarun Goswami, Tatsuya Harada arXiv_SD arXiv_SD Embedding Zero-Shot Speech Pose Emotion PDF
2022-07-12 REZCR: A Zero-shot Character Recognition Method via Radical Extraction Xiaolei Diao, Daqian Shi, Hao Tang, Lei Wu, Yanzeng Li, Hao Xu arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Knowledge_Graph Pose Action Deep_Learning Relation Attention PDF
2022-07-12 Zero-shot Cross-lingual Transfer is Under-specified Optimization Shijie Wu, Benjamin Van Durme, Mark Dredze arXiv_CL arXiv_CL Zero-Shot Optimization Face PDF
2022-07-08 ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking Tom Ayoola, Shubhi Tyagi, Joseph Fisher, Christos Christodoulopoulos, Andrea Pierleoni arXiv_CL arXiv_CL Zero-Shot Knowledge Detection PDF
2022-07-08 An Efficiency Study for SPLADE Models Carlos Lassance, Stéphane Clinchant arXiv_CL arXiv_CL Zero-Shot Regularization Knowledge Pose Language_Model PDF
2022-07-08 Boosting Zero-shot Learning via Contrastive Optimization of Attribute Representations Yu Du, Miaojing Shi, Fangyun Wei, Guoqi Li arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Optimization Pose PDF
2022-07-06 Strong Heuristics for Named Entity Linking Marko Čuljak, Andreas Spitz, Robert West, Akhil Arora arXiv_CL arXiv_CL Unsupervised Zero-Shot Knowledge Pose PDF
2022-07-05 Zero-shot Cross-Linguistic Learning of Event Semantics Malihe Alikhani, Thomas Kober, Bashar Alhafni, Yue Chen, Mert Inan, Elizabeth Nielsen, Shahab Raji, Mark Steedman, Matthew Stone arXiv_CL arXiv_CL Zero-Shot Salient Face Caption PDF
2022-07-05 Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou arXiv_CL arXiv_CL Transformer Zero-Shot Salient Pose Summarization Language_Model PDF
2022-07-05 Open-Vocabulary Multi-Label Classification via Multi-modal Knowledge Transfer Sunan He, Taian Guo, Tao Dai, Ruizhi Qiao, Bo Ren, Shu-Tao Xia arXiv_CV arXiv_CV Transformer Embedding Recognition Zero-Shot Knowledge Pose Classification Detection Object_Detection Language_Model Matching PDF
2022-07-05 Randomized-to-Canonical Model Predictive Control for Real-world Visual Robotic Manipulation Tomoya Yamanokuchi, Yuhwan Kwon, Yoshihisa Tsurumine, Eiji Uchibe, Jun Morimoto, Takamitsu Matsubara arXiv_RO arXiv_RO Zero-Shot Pose PDF
2022-07-05 Glow-WaveGAN 2: High-quality Zero-shot Text-to-speech Synthesis and Any-to-any Voice Conversion Yi Lei, Shan Yang, Jian Cong, Lei Xie, Dan Su arXiv_SD arXiv_SD Zero-Shot Speech GAN PDF
2022-07-05 GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning Zhi Chen, Yadan Luo, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Pose PDF
2022-07-05 CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le, Yue Wang, Akhilesh Deepak Gotmare, Silvio Savarese, Steven C.H. Hoi arXiv_CL arXiv_CL Reinforcement_Learning Zero-Shot Pose Inference Language_Model PDF
2022-07-04 Adaptive Fine-Grained Sketch-Based Image Retrieval Ayan Kumar Bhunia, Aneeshan Sain, Parth Shah, Animesh Gupta, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song arXiv_CV arXiv_CV Zero-Shot Sketch Image_Retrieval Few-Shot PDF
2022-07-04 Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang, Lemao Liu, Kun Xu, Meng Fang, Liang Lin, Xiaodan Liang arXiv_CL arXiv_CL Zero-Shot Represenation_Learning Pose Relation Prediction QA PDF
2022-07-04 Memory Efficient Patch-based Training for INR-based GANs Namwoo Lee, Hyunsu Kim, Gayoung Lee, Sungjoo Yoo, Yunjey Choi arXiv_CV arXiv_CV Reconstruction Super_Resolution Zero-Shot Pose GAN PDF
2022-07-04 DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Knowledge_Graph Self-Supervised Pose Contrastive_Learning Classification Image_Classification Language_Model Prediction PDF
2022-07-03 Can Language Understand Depth? Renrui Zhang, Ziyao Zeng, Ziyu Guo arXiv_CV arXiv_CV Transformer Unsupervised 3D Zero-Shot Knowledge Pose Classification Image_Classification PDF
2022-07-02 A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking Eleftherios Kapelonis, Efthymios Georgiou, Alexandros Potamianos arXiv_CL arXiv_CL Transformer Tracking Bert Zero-Shot Pose Prediction PDF
2022-06-30 An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions Yeonjong Choi, Chao Xie, Tomoki Toda arXiv_SD arXiv_SD Zero-Shot Speech Pose Denoising PDF
2022-06-30 BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing Jason Alan Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Myungsun Kang, Ruisi Su, Wojciech Kusa, Samuel Cahyawijaya, Fabio Barth, Simon Ott, Matthias Samwald, Stephen Bach, Stella Biderman, Mario Sänger, Bo Wang, Alison Callahan, Daniel León Periñán, Théo Gigant, Patrick Haller, Jenny Chim, Jose David Posada, John Michael Giorgi, Karthik Rangasai Sivaraman, Marc Pàmies, Marianna Nezhurina, Robert Martin, Michael Cullan, Moritz Freidank, Nathan Dahlberg, Shubhanshu Mishra, Shamik Bose, Nicholas Michio Broad, Yanis Labrak, Shlok S Deshmukh, Sid Kiblawi, Ayush Singh, Minh Chien Vu, Trishala Neeraj, Jonas Golde, Albert Villanova del Moral, Benjamin Beilharz arXiv_CL arXiv_CL Zero-Shot Medical Language_Model PDF
2022-06-30 'Diversity and Uncertainty in Moderation' are the Key to Data Selection for Multilingual Few-shot Transfer Shanu Kumar, Sandipan Dandapat, Monojit Choudhury arXiv_CL arXiv_CL Embedding Unsupervised Zero-Shot Pose Few-Shot Language_Model PDF
2022-06-30 Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla arXiv_AI arXiv_AI Zero-Shot Pose NMT PDF
2022-06-29 Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision Zifeng Wang, Jimeng Sun arXiv_CL arXiv_CL Embedding Zero-Shot Knowledge Pose Medical Prediction PDF
2022-06-29 Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning Xiangyu Li, Xu Yang, Kun Wei, Cheng Deng, Muli Yang arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Pose Action PDF
2022-06-28 Zero-Shot Building Control Scott R. Jeen, Jonathan M. Cullen arXiv_AI arXiv_AI Transformer Reinforcement_Learning Zero-Shot PDF
2022-06-28 Taxonomy and evolution predicting using deep learning in images Jiewen Xiao, Wenbin Liao, Ming Zhang, Jing Wang, Jianxin Wang, Yihua Yang arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Pose Classification Deep_Learning GAN Prediction PDF
2022-06-28 RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion Dacheng Yin, Chuanxin Tang, Yanqing Liu, Xiaoqiang Wang, Zhiyuan Zhao, Yucheng Zhao, Zhiwei Xiong, Sheng Zhao, Chong Luo arXiv_SD arXiv_SD Zero-Shot Adversarial Speech Pose Attention PDF
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
2022-06-27 Long Range Language Modeling via Gated State Spaces Harsh Mehta, Ankit Gupta, Ashok Cutkosky, Behnam Neyshabur arXiv_CL arXiv_CL Transformer Zero-Shot Pose Classification Attention Language_Model PDF
2022-06-26 PROTOtypical Logic Tensor Networks for Zero Shot Learning Simone Martone, Francesco Manigrasso, Lamberti Fabrizio, Lia Morra arXiv_CV arXiv_CV Embedding Zero-Shot Represenation_Learning Knowledge Pose Action 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 Transformer 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 Transformer 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 Transformer 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 Transformer 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 Transformer 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 Transformer 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