Zero-Shot
Zero-Shot
2022-06-27
A Zero-Shot Classification Approach for a Word-Guessing Challenge
Nicos Isaak
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
Inference
Matching
PDF
2022-06-24
DetIE: Multilingual Open Information Extraction Inspired by Object Detection
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey Nikolenko
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
Action
Detection
Object_Detection
Inference
Prediction
Matching
PDF
2022-06-24
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings
Arjun Majumdar, Gunjan Aggarwal, Bhavika Devnani, Judy Hoffman, Dhruv Batra
arXiv_CV
arXiv_CV
Embedding
3D
Zero-Shot
PDF
2022-06-24
Prosody Cloning in Zero-Shot Multispeaker Text-to-Speech
Florian Lux, Julia Koch, Ngoc Thang Vu
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Speech
Pose
PDF
2022-06-24
Unified BERT for Few-shot Natural Language Understanding
JunYu Lu, Ping Yang, JiaXing Zhang, RuYi Gan, Jing Yang
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Pose
Action
Classification
Few-Shot
Language_Model
PDF
2022-06-23
Video PreTraining : Learning to Act by Watching Unlabeled Online Videos
Bowen Baker, Ilge Akkaya, Peter Zhokhov, Joost Huizinga, Jie Tang, Adrien Ecoffet, Brandon Houghton, Raul Sampedro, Jeff Clune
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Face
Action
PDF
2022-06-22
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation
Cansu Sancaktar, Sebastian Blaes, Georg Martius
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Sparse
Pose
Action
Relation
PDF
2022-06-22
Prototypical Contrastive Language Image Pretraining
Delong Chen, Zhao Wu, Fan Liu, Zaiquan Yang, Yixiang Huang, Yiping Bao, Erjin Zhou
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Classification
Attention
Caption
PDF
2022-06-22
Template-based Approach to Zero-shot Intent Recognition
Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya
arXiv_CL
arXiv_CL
Transfer_Learning
Enhancement
Recognition
Zero-Shot
Text_Classification
Knowledge
Classification
Inference
PDF
2022-06-22
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Knowledge
GAN
Language_Model
PDF
2022-06-20
DALL-E for Detection: Language-driven Context Image Synthesis for Object Detection
Yunhao Ge, Jiashu Xu, Brian Nlong Zhao, Laurent Itti, Vibhav Vineet
arXiv_CV
arXiv_CV
Image_Caption
Recognition
Zero-Shot
Pose
Detection
Object_Detection
Caption
PDF
2022-06-20
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
Ximeng Sun, Ping Hu, Kate Saenko
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Optimization
Pose
PDF
2022-06-18
VReBERT: A Simple and Flexible Transformer for Visual Relationship Detection
Yu Cui, Moshiur Farazi
arXiv_AI
arXiv_AI
Transformer
Bert
Zero-Shot
Pose
Detection
Relation
Visual_Relation
Prediction
PDF
2022-06-17
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology
Brandon Trabucco, Mariano Phielipp, Glen Berseth
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Pose
PDF
2022-06-17
Learning Using Privileged Information for Zero-Shot Action Recognition
Zhiyi Gao, Wanqing Li, Zihui Guo, Bin Yu, Yonghong Hou
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Pose
Action_Recognition
Action
Attention
PDF
2022-06-16
Zero-Shot AutoML with Pretrained Models
Ekrem Öztürk, Fabio Ferreira, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka, Frank Hutter
arXiv_CV
arXiv_CV
Zero-Shot
Deep_Learning
PDF
2022-06-16
MixGen: A New Multi-Modal Data Augmentation
Xiaoshuai Hao, Yi Zhu, Srikar Appalaraju, Aston Zhang, Wanqian Zhang, Bo Li, Mu Li
arXiv_AI
arXiv_AI
Zero-Shot
Represenation_Learning
Deep_Learning
Relation
VQA
QA
PDF
2022-06-16
Know your audience: specializing grounded language models with the game of Dixit
Aaditya K. Singh, David Ding, Andrew Saxe, Felix Hill, Andrew K. Lampinen
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Attention
Language_Model
PDF
2022-06-16
'John ate 5 apples' != 'John ate some apples': Self-Supervised Paraphrase Quality Detection for Algebraic Word Problems
Rishabh Gupta, Venktesh V, Mukesh Mohania, Vikram Goyal
arXiv_AI
arXiv_AI
Zero-Shot
Self-Supervised
Pose
Detection
PDF
2022-06-16
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid
arXiv_CV
arXiv_CV
Zero-Shot
Pose
VQA
Few-Shot
Activity
Inference
Language_Model
QA
PDF
2022-06-16
Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator
Hyuhng Joon Kim, Hyunsoo Cho, Junyeob Kim, Taeuk Kim, Kang Min Yoo, Sang-goo Lee
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Pose
Classification
Language_Model
PDF
2022-06-15
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models
Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Knowledge
Pose
Few-Shot
Language_Model
PDF
2022-06-15
Prefix Language Models are Unified Modal Learners
Shizhe Diao, Wangchunshu Zhou, Xinsong Zhang, Jiawei Wang
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Classification
VQA
Text_Generation
Caption
Language_Model
QA
PDF
2022-06-15
Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech
Jan Lehečka, Jan Švec, Aleš Pražák, Josef V. Psutka
arXiv_CL
arXiv_CL
Transformer
Recognition
Zero-Shot
Speech
Speech_Recognition
PDF
2022-06-15
NatGen: Generative pre-training by 'Naturalizing' source code
Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding, Premkumar Devanbu, Baishakhi Ray
arXiv_AI
arXiv_AI
Zero-Shot
Self-Supervised
Pose
Few-Shot
Language_Model
PDF
2022-06-15
Zero-shot object goal visual navigation
Qianfan Zhao, Lu Zhang, Bin He, Hong Qiao, Zhiyong Liu
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Detection
PDF
2022-06-14
LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling
Linjie Li, Zhe Gan, Kevin Lin, Chung-Ching Lin, Zicheng Liu, Ce Liu, Lijuan Wang
arXiv_CV
arXiv_CV
Video_Caption
Zero-Shot
Face
Few-Shot
Caption
Language_Model
Video_Retrieval
PDF
2022-06-14
ReCo: Retrieve and Co-segment for Zero-shot Transfer
Gyungin Shin, Weidi Xie, Samuel Albanie
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Unsupervised
Semantic_Segmentation
Zero-Shot
Knowledge
Classification
Prediction
PDF
2022-06-14
Task Transfer and Domain Adaptation for Zero-Shot Question Answering
Xiang Pan, Alex Sheng, David Shimshoni, Aditya Singhal, Sara Rosenthal, Avirup Sil
arXiv_CL
arXiv_CL
Zero-Shot
Language_Model
PDF
2022-06-13
Language Models are General-Purpose Interfaces
Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Face
Few-Shot
Attention
Language_Model
PDF
2022-06-13
Transductive CLIP with Class-Conditional Contrastive Learning
Junchu Huang, Weijie Chen, Shicai Yang, Di Xie, Shiliang Pu, Yueting Zhuang
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Contrastive_Learning
Classification
PDF
2022-06-12
GLIPv2: Unifying Localization and Vision-Language Understanding
Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao
arXiv_AI
arXiv_AI
Image_Caption
Segmentation
Zero-Shot
Contrastive_Learning
Detection
VQA
Few-Shot
Object_Detection
GAN
Caption
Language_Model
QA
PDF
2022-06-10
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing
Melanie Rubino, Nicolas Guenon des Mesnards, Uday Shah, Nanjiang Jiang, Weiqi Sun, Konstantine Arkoudas
arXiv_CL
arXiv_CL
Zero-Shot
Deep_Learning
PDF
2022-06-10
Skill Transfer for Temporally-Extended Task Specifications
Jason Xinyu Liu, Ankit Shah, Eric Rosen, George Konidaris, Stefanie Tellex
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Pose
PDF
2022-06-10
Zero-Shot Audio Classification using Image Embeddings
Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
arXiv_SD
arXiv_SD
Image_Caption
Embedding
Zero-Shot
Classification
Relation
PDF
2022-06-09
CLAP: Learning Audio Concepts From Natural Language Supervision
Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang
arXiv_SD
arXiv_SD
Zero-Shot
Speech
Pose
Contrastive_Learning
Classification
Inference
Prediction
PDF
2022-06-09
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs
Jinguo Zhu, Xizhou Zhu, Wenhai Wang, Xiaohua Wang, Hongsheng Li, Xiaogang Wang, Jifeng Dai
arXiv_CV
arXiv_CV
Video_Caption
Zero-Shot
Sparse
Pose
Caption
Inference
PDF
2022-06-09
BigVGAN: A Universal Neural Vocoder with Large-Scale Training
Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon
arXiv_CL
arXiv_CL
Zero-Shot
Regularization
Adversarial
GAN
PDF
2022-06-09
Extracting Zero-shot Common Sense from Large Language Models for Robot 3D Scene Understanding
William Chen, Siyi Hu, Rajat Talak, Luca Carlone
arXiv_CL
arXiv_CL
3D
Zero-Shot
Knowledge
Pose
Language_Model
PDF
2022-06-09
A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning
Jixian Guo, Mingming Gong, Dacheng Tao
arXiv_AI
arXiv_AI
Unsupervised
Reinforcement_Learning
Zero-Shot
Pose
Relation
Prediction
PDF
2022-06-09
Dict-NMT: Bilingual Dictionary based NMT for Extremely Low Resource Languages
Nalin Kumar, Deepak Kumar, Subhankar Mishra
arXiv_AI
arXiv_AI
Zero-Shot
NMT
PDF
2022-06-08
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification
Stratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos
arXiv_CL
arXiv_CL
Zero-Shot
Classification
PDF
2022-06-08
Disentangled Ontology Embedding for Zero-shot Learning
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Ontology
Classification
Relation
Image_Classification
PDF
2022-06-08
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo
arXiv_AI
arXiv_AI
Transfer_Learning
Zero-Shot
Knowledge
Knowledge_Graph
Pose
QA
PDF
2022-06-07
SHRED: 3D Shape Region Decomposition with Learned Local Operations
R. Kenny Jones, Aalia Habib, Daniel Ritchie
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Zero-Shot
Few-Shot
PDF
2022-06-07
FlexLip: A Controllable Text-to-Lip System
Dan Oneata, Beata Lorincz, Adriana Stan, Horia Cucu
arXiv_AI
arXiv_AI
Zero-Shot
Speech
Pose
PDF
2022-06-07
Intra-agent speech permits zero-shot task acquisition
Chen Yan, Federico Carnevale, Petko Georgiev, Adam Santoro, Aurelia Guy, Alistair Muldal, Chia-Chun Hung, Josh Abramson, Timothy Lillicrap, Gregory Wayne
arXiv_AI
arXiv_AI
Image_Caption
3D
Zero-Shot
Speech
Pose
Action
Caption
PDF
2022-06-07
OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection
Lis Kanashiro Pereira, Ichiro Kobayashi
arXiv_CL
arXiv_CL
Transformer
Bert
Zero-Shot
Knowledge
Adversarial
Pose
Detection
Language_Model
PDF
2022-06-07
How Far I'll Go: Offline Goal-Conditioned Reinforcement Learning via $f$-Advantage Regression
Yecheng Jason Ma, Jason Yan, Dinesh Jayaraman, Osbert Bastani
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Optimization
Pose
Matching
PDF
2022-06-07
Masked Unsupervised Self-training for Zero-shot Image Classification
Junnan Li, Silvio Savarese, Steven C.H. Hoi
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Represenation_Learning
Regularization
Self-Supervised
Pose
Classification
Image_Classification
PDF
2022-06-06
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval
Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Marzieh Fadaee, Roberto Lotufo, Rodrigo Nogueira
arXiv_CL
arXiv_CL
Zero-Shot
Action
Language_Model
PDF
2022-06-06
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions
Gene Chou, Ilya Chugunov, Felix Heide
arXiv_CV
arXiv_CV
Point_Cloud
3D
Zero-Shot
Inference
PDF
2022-06-06
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
Basil Mustafa, Carlos Riquelme, Joan Puigcerver, Rodolphe Jenatton, Neil Houlsby
arXiv_CV
arXiv_CV
Zero-Shot
Sparse
Regularization
Pose
Contrastive_Learning
Quantitative
GAN
PDF
2022-06-05
Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models
Alon Levkovitch, Eliya Nachmani, Lior Wolf
arXiv_AI
arXiv_AI
Zero-Shot
Speech
Denoising
Inference
PDF
2022-06-05
A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism
Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Junjie Sun, Hong Yu, Xianchao Zhang
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
Attention
PDF
2022-06-03
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
arXiv_AI
arXiv_AI
Zero-Shot
Quantitative
Caption
Language_Model
PDF
2022-06-03
Drawing out of Distribution with Neuro-Symbolic Generative Models
Yichao Liang, Joshua B. Tenenbaum, Tuan Anh Le, N. Siddharth
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Pose
Classification
Inference
PDF
2022-06-03
SNAKE: Shape-aware Neural 3D Keypoint Field
Chengliang Zhong, Peixing You, Xiaoxue Chen, Hao Zhao, Fuchun Sun, Guyue Zhou, Xiaodong Mu, Chuang Gan, Wenbing Huang
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Point_Cloud
3D
Zero-Shot
Salient
Pose
Detection
PDF
2022-06-03
Style-Content Disentanglement in Language-Image Pretraining Representations for Zero-Shot Sketch-to-Image Synthesis
Jan Zuiderveld
arXiv_CV
arXiv_CV
Zero-Shot
Sketch
Pose
Action
PDF
2022-06-03
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian
Tatiana Shamardina, Vladislav Mikhailov, Daniil Chernianskii, Alena Fenogenova, Marat Saidov, Anastasiya Valeeva, Tatiana Shavrina, Ivan Smurov, Elena Tutubalina, Ekaterina Artemova
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Classification
Detection
GAN
Summarization
PDF
2022-06-03
Zero-Shot Bird Species Recognition by Learning from Field Guides
Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
PDF
2022-06-02
Prefix Conditioning Unifies Language and Label Supervision
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
arXiv_CV
arXiv_CV
Image_Caption
Recognition
Zero-Shot
Pose
Contrastive_Learning
Caption
PDF
2022-06-02
Is Mapping Necessary for Realistic PointGoal Navigation?
Ruslan Partsey, Erik Wijmans, Naoki Yokoyama, Oles Dobosevych, Dhruv Batra, Oleksandr Maksymets
arXiv_CV
arXiv_CV
Reinforcement_Learning
Zero-Shot
RNN
Pose
Face
Autonomous
PDF
2022-06-02
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection
Juuso Eronen, Michal Ptaszynski, Fumito Masui, Masaki Arata, Gniewosz Leliwa, Michal Wroczynski
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Detection
Relation
PDF
2022-06-02
RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning
Hao Chen, Guangkai Yang, Junge Zhang, Qiyue Yin, Kaiqi Huang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
Face
Action
Relation
Attention
PDF
2022-06-01
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training
Yan Zeng, Wangchunshu Zhou, Ao Luo, Xinsong Zhang
arXiv_AI
arXiv_AI
Image_Caption
Zero-Shot
Contrastive_Learning
Caption
Language_Model
PDF
2022-06-01
Learning Invariant Visual Representations for Compositional Zero-Shot Learning
Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Relation
PDF
2022-05-31
VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting
Kashif Rasul, Young-Jin Park, Max Nihlén Ramström, Kyung-Min Kim
arXiv_AI
arXiv_AI
Zero-Shot
Deep_Learning
Prediction
PDF
2022-05-31
EMS: Efficient and Effective Massively Multilingual Sentence Representation Learning
Zhuoyuan Mao, Chenhui Chu, Sadao Kurohashi
arXiv_CL
arXiv_CL
Reconstruction
Bert
Sentiment_Classification
Zero-Shot
Represenation_Learning
Pose
Contrastive_Learning
Classification
Sentiment
PDF
2022-05-31
Prompt Injection: Parameterization of Fixed Inputs
Eunbi Choi, Yongrae Jo, Joel Jang, Minjoon Seo
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Inference
Language_Model
PDF
2022-05-30
Guided-TTS 2: A Diffusion Model for High-quality Adaptive Text-to-Speech with Untranscribed Data
Sungwon Kim, Heeseung Kim, Sungroh Yoon
arXiv_AI
arXiv_AI
Zero-Shot
Speech
Pose
PDF
2022-05-30
Adapting Rapid Motor Adaptation for Bipedal Robots
Ashish Kumar, Zhongyu Li, Jun Zeng, Deepak Pathak, Koushil Sreenath, Jitendra Malik
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Action
PDF
2022-05-30
Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer
Fu-Ming Guo, Yingfang Fan
arXiv_AI
arXiv_AI
Transformer
Zero-Shot
Classification
Few-Shot
PDF
2022-05-30
Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task
Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Roberto Lotufo, Rodrigo Nogueira
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Few-Shot
Language_Model
PDF
2022-05-30
Prompt-aligned Gradient for Prompt Tuning
Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Few-Shot
Language_Model
Prediction
PDF
2022-05-29
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
arXiv_CL
arXiv_CL
Enhancement
Zero-Shot
Knowledge
Pose
Few-Shot
Inference
Language_Model
PDF
2022-05-28
CyCLIP: Cyclic Contrastive Language-Image Pretraining
Shashank Goel, Hritik Bansal, Sumit Bhatia, Ryan A. Rossi, Vishwa Vinay, Aditya Grover
arXiv_CV
arXiv_CV
Zero-Shot
Represenation_Learning
Pose
Classification
Inference
Prediction
PDF
2022-05-28
Approximate Conditional Coverage via Neural Model Approximations
Allen Schmaltz, Danielle Rasooly
arXiv_CL
arXiv_CL
Sentiment_Classification
Zero-Shot
Pose
Classification
Detection
Sentiment
Prediction
PDF
2022-05-27
Nearest Neighbor Zero-Shot Inference
Weijia Shi, Julian Michael, Suchin Gururangan, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Sparse
Classification
Inference
Language_Model
PDF
2022-05-26
Learning Dialogue Representations from Consecutive Utterances
Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Zero-Shot
Self-Supervised
Contrastive_Learning
Classification
Few-Shot
PDF
2022-05-25
Large Language Models are Zero-Shot Clinical Information Extractors
Monica Agrawal, Stefan Hegselmann, Hunter Lang, Yoon Kim, David Sontag
arXiv_AI
arXiv_AI
Zero-Shot
Action
Few-Shot
Language_Model
PDF
2022-05-25
ZeroGen$^+$: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning
Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Pose
Classification
Language_Model
PDF
2022-05-25
Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskenazi, Jeffrey P. Bigham
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
Detection
Few-Shot
Language_Model
PDF
2022-05-25
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation
Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Summarization
PDF
2022-05-25
Multimodal Knowledge Alignment with Reinforcement Learning
Youngjae Yu, Jiwan Chung, Heeseung Yun, Jack Hessel, JaeSung Park, Ximing Lu, Prithviraj Ammanabrolu, Rowan Zellers, Ronan Le Bras, Gunhee Kim, Yejin Choi
arXiv_CV
arXiv_CV
Reinforcement_Learning
Zero-Shot
Optimization
Knowledge
Pose
Caption
Language_Model
PDF
2022-05-25
Intermediate Training on Question Answering Datasets Improves Generative Data Augmentation
Dheeraj Mekala, Tu Vu, Jingbo Shang
arXiv_CL
arXiv_CL
Zero-Shot
Classification
Sentiment
Few-Shot
Text_Generation
Language_Model
QA
PDF
2022-05-25
ORCA: Interpreting Prompted Language Models via Locating Supporting Data Evidence in the Ocean of Pretraining Data
Xiaochuang Han, Yulia Tsvetkov
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Pose
Sentiment
Language_Model
PDF
2022-05-25
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing
Nora Kassner, Fabio Petroni, Mikhail Plekhanov, Sebastian Riedel, Nicola Cancedda
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Knowledge
Pose
PDF
2022-05-24
Continual-T0: Progressively Instructing 50+ Tasks to Language Models Without Forgetting
Thomas Scialom, Tuhin Chakrabarty, Smaranda Muresan
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Language_Model
PDF
2022-05-24
Toxicity Detection with Generative Prompt-based Inference
Yau-Shian Wang, Yingshan Chang
arXiv_AI
arXiv_AI
Zero-Shot
Quantitative
Classification
Detection
Inference
Language_Model
PDF
2022-05-24
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation
Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot, Holger Schwenk
arXiv_CL
arXiv_CL
Zero-Shot
Speech
PDF
2022-05-24
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer
Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Zero-Shot
Knowledge
Pose
Few-Shot
PDF
2022-05-24
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou
arXiv_CV
arXiv_CV
Image_Caption
Zero-Shot
VQA
Attention
Caption
PDF
2022-05-24
Word-order typology in Multilingual BERT: A case study in subordinate-clause detection
Dmitry Nikolaev, Sebastian Padó
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Action
Detection
PDF
2022-05-24
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima, Shixiang Shane Gu, Machel Reid, Yutaka Matsuo, Yusuke Iwasawa
arXiv_AI
arXiv_AI
Tracking
Zero-Shot
Knowledge
Few-Shot
Language_Model
PDF
2022-05-24
On the Role of Bidirectionality in Language Model Pre-Training
Mikel Artetxe, Jingfei Du, Naman Goyal, Luke Zettlemoyer, Ves Stoyanov
arXiv_AI
arXiv_AI
Bert
Zero-Shot
Pose
Attention
Language_Model
Prediction
PDF
2022-05-24
Workflow Discovery from Dialogues in the Low Data Regime
Amine El Hattami, Stefania Raimondo, Issam Laradji, David Vazquez, Pau Rodriguez, Chris Pal
arXiv_CL
arXiv_CL
Transformer
Tracking
Zero-Shot
Pose
Action
Few-Shot
GAN
PDF
2022-05-23
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models
Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky
arXiv_CL
arXiv_CL
Style_Transfer
Zero-Shot
Pose
Few-Shot
Language_Model
PDF
2022-05-23
Local Byte Fusion for Neural Machine Translation
Makesh Narsimhan Sreedhar, Xiangpeng Wan, Yu Cheng, Junjie Hu
arXiv_AI
arXiv_AI
Zero-Shot
Pose
PDF
2022-05-23
Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft
arXiv_CV
arXiv_CV
Unsupervised
Zero-Shot
Detection
PDF
2022-05-23
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains
Haoran Xu, Philipp Koehn, Kenton Murray
arXiv_CL
arXiv_CL
Zero-Shot
Pose
PDF
2022-05-23
Learning Long-Horizon Robot Exploration Strategies for Multi-Object Search in Continuous Action Spaces
F. Schmalstieg, D. Honerkamp, T. Welschehold, A. Valada
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Action
PDF
2022-05-23
Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements
Conrad Borchers, Dalia Sara Gala, Benjamin Gilburt, Eduard Oravkin, Wilfried Bounsi, Yuki M. Asano, Hannah Rose Kirk
arXiv_AI
arXiv_AI
Zero-Shot
Language_Model
PDF
2022-05-23
Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt
Jiangmeng Li, Wenyi Mo, Wenwen Qiang, Bing Su, Changwen Zheng
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Classification
Inference
Language_Model
PDF
2022-05-21
Life after BERT: What do Other Muppets Understand about Language?
Vladislav Lialin, Kevin Zhao, Namrata Shivagunde, Anna Rumshisky
arXiv_CL
arXiv_CL
Transformer
Bert
Zero-Shot
PDF
2022-05-21
An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs
Jiarui Zhang, Filip Ilievski, Kaixin Ma, Jonathan Francis, Alessandro Oltramari
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Knowledge_Graph
Language_Model
PDF
2022-05-21
DeepStruct: Pretraining of Language Models for Structure Prediction
Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
arXiv_AI
arXiv_AI
Tracking
Recognition
Zero-Shot
Knowledge
Action
Classification
Detection
Relation
Relation_Extraction
Language_Model
Prediction
PDF
2022-05-20
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog
Chia-Chien Hung, Anne Lauscher, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš
arXiv_CL
arXiv_CL
Tracking
Zero-Shot
Few-Shot
Language_Model
PDF
2022-05-20
Understanding and Mitigating the Uncertainty in Zero-Shot Translation
Wenxuan Wang, Wenxiang Jiao, Shuo Wang, Zhaopeng Tu, Michael R. Lyu
arXiv_AI
arXiv_AI
Zero-Shot
Pose
NMT
Inference
PDF
2022-05-19
Voice Activity Projection: Self-supervised Learning of Turn-taking Events
Erik Ekstedt, Gabriel Skantze
arXiv_SD
arXiv_SD
Zero-Shot
Self-Supervised
Pose
Activity
Prediction
PDF
2022-05-19
Towards a Holistic View on Argument Quality Prediction
Michael Fromm, Max Berrendorf, Johanna Reiml, Isabelle Mayerhofer, Siddharth Bhargava, Evgeniy Faerman, Thomas Seidl
arXiv_AI
arXiv_AI
Zero-Shot
Emotion
Action
Detection
Attention
Prediction
PDF
2022-05-19
End-to-End Zero-Shot Voice Style Transfer with Location-Variable Convolutions
Wonjune Kang, Deb Roy
arXiv_SD
arXiv_SD
Style_Transfer
Zero-Shot
Knowledge
Speech
Pose
PDF
2022-05-18
Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator
Guangzhi Sun, Chao Zhang, Philip C Woodland
arXiv_CL
arXiv_CL
Tracking
Recognition
Zero-Shot
Knowledge
Speech
Pose
Ontology
Speech_Recognition
Language_Model
PDF
2022-05-18
Persian Natural Language Inference: A Meta-learning approach
Heydar Soudani, Mohammad Hassan Mojab, Hamid Beigy
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
Inference
QA
PDF
2022-05-17
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval
Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong
arXiv_AI
arXiv_AI
Zero-Shot
PDF
2022-05-17
Disentangling Visual Embeddings for Attributes and Objects
Nirat Saini, Khoi Pham, Abhinav Shrivastava
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Pose
Classification
PDF
2022-05-17
AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars
Fangzhou Hong, Mingyuan Zhang, Liang Pan, Zhongang Cai, Lei Yang, Ziwei Liu
arXiv_CV
arXiv_CV
OCR
3D
Zero-Shot
Knowledge
Pose
Quantitative
Language_Model
PDF
2022-05-17
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT
Beiduo Chen, Wu Guo, Quan Liu, Kun Tao
arXiv_CL
arXiv_CL
Transformer
Recognition
Bert
Zero-Shot
Pose
Attention
Language_Model
PDF
2022-05-16
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization
David Wan, Mohit Bansal
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Contrastive_Learning
Few-Shot
Summarization
PDF
2022-05-16
Heroes, Villains, and Victims, and GPT-3 -- Automated Extraction of Character Roles Without Training Data
Dominik Stammbach, Maria Antoniak, Elliott Ash
arXiv_CL
arXiv_CL
Zero-Shot
Speech
Action
Language_Model
PDF
2022-05-15
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models
Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Few-Shot
Language_Model
PDF
2022-05-15
Not to Overfit or Underfit? A Study of Domain Generalization in Question Answering
Md Arafat Sultan, Avirup Sil, Radu Florian
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
PDF
2022-05-15
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech Synthesis
Rongjie Huang, Yi Ren, Jinglin Liu, Chenye Cui, Zhou Zhao
arXiv_CL
arXiv_CL
Style_Transfer
Zero-Shot
Speech
Pose
Emotion
Few-Shot
PDF
2022-05-13
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning
Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
PDF
2022-05-13
Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?
Longquan Jiang, Ricardo Usbeck
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Knowledge_Graph
Pose
QA
PDF
2022-05-12
Simple Open-Vocabulary Object Detection with Vision Transformers
Matthias Minderer, Alexey Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Regularization
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
2022-05-12
CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation
Yuning Mao, Ming Zhong, Jiawei Han
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Few-Shot
Summarization
PDF
2022-05-12
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models
Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Multi_Task
Language_Model
Prediction
PDF
2022-05-12
Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction
Manikandan Ravikiran, Bharathi Raja Chakravarthi
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Action
Classification
PDF
2022-05-12
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022
Sebastian T. Vincent, Loïc Barrault, Carolina Scarton
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2022-05-12
Open Vocabulary Extreme Classification Using Generative Models
Daniel Simig, Fabio Petroni, Pouya Yanki, Kashyap Popat, Christina Du, Sebastian Riedel, Majid Yazdani
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
PDF
2022-05-11
Clinical Prompt Learning with Frozen Language Models
Niall Taylor, Yi Zhang, Dan Joyce, Alejo Nevado-Holgado, Andrey Kormilitzin
arXiv_CL
arXiv_CL
Zero-Shot
Few-Shot
Medical
Language_Model
PDF
2022-05-11
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models
Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Quantitative
Detection
PDF
2022-05-11
Towards Improved Zero-shot Voice Conversion with Conditional DSVAE
Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Pose
Classification
PDF
2022-05-10
Unifying Language Learning Paradigms
Yi Tay, Mostafa Dehghani, Vinh Q. Tran, Xavier Garcia, Dara Bahri, Tal Schuster, Huaixiu Steven Zheng, Neil Houlsby, Donald Metzler
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Knowledge
Pose
Classification
Summarization
PDF
2022-05-10
Learning to Answer Visual Questions from Web Videos
Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Pose
VQA
Activity
QA
PDF
2022-05-10
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective
Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
arXiv_CL
arXiv_CL
Zero-Shot
Sparse
Represenation_Learning
Pose
Attention
Language_Model
Matching
PDF
2022-05-10
Weakly-supervised segmentation of referring expressions
Robin Strudel, Ivan Laptev, Cordelia Schmid
arXiv_AI
arXiv_AI
Transformer
Segmentation
Semantic_Segmentation
Zero-Shot
Pose
Classification
PDF
2022-05-09
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank
Dan Malkin, Tomasz Limisiewicz, Gabriel Stanovsky
arXiv_AI
arXiv_AI
Bert
Zero-Shot
Relation
Language_Model
PDF
2022-05-09
ProQA: Structural Prompt-based Pre-training for Unified Question Answering
Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Knowledge
Few-Shot
QA
PDF
2022-05-08
Context-Aware Abbreviation Expansion Using Large Language Models
Shanqing Cai, Subhashini Venugopalan, Katrin Tomanek, Ajit Narayanan, Meredith R. Morris, Michael P. Brenner
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Few-Shot
Language_Model
PDF
2022-05-07
Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding
Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Xianglin Zuo, Daxin Jiang
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Pose
Contrastive_Learning
PDF
2022-05-05
Language Models Can See: Plugging Visual Controls in Text Generation
Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier
arXiv_CV
arXiv_CV
Image_Caption
Zero-Shot
Pose
Text_Generation
Caption
Language_Model
Matching
PDF
2022-05-05
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog
Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He
arXiv_CL
arXiv_CL
Reconstruction
Zero-Shot
Pose
Face
Denoising
PDF
2022-05-05
Declaration-based Prompt Tuning for Visual Question Answering
Yuhang Liu, Wei Wei, Daowan Peng, Feida Zhu
arXiv_AI
arXiv_AI
Zero-Shot
Self-Supervised
Pose
VQA
Few-Shot
Language_Model
Prediction
QA
Matching
PDF
2022-05-04
Language Models in the Loop: Incorporating Prompting into Weak Supervision
Ryan Smith, Jason A. Fries, Braden Hancock, Stephen H. Bach
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Few-Shot
Language_Model
PDF
2022-05-04
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer
Sharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Style_Transfer
Zero-Shot
Knowledge
Adversarial
Action
Denoising
GAN
PDF
2022-05-04
CoCa: Contrastive Captioners are Image-Text Foundation Models
Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Embedding
Recognition
Zero-Shot
Represenation_Learning
Classification
VQA
Attention
Caption
QA
PDF
2022-05-04
All You May Need for VQA are Image Captions
Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut
arXiv_CV
arXiv_CV
Image_Caption
Zero-Shot
Pose
VQA
Caption
QA
PDF
2022-05-03
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features
Yufei Tian, Nanyun Peng
arXiv_AI
arXiv_AI
Zero-Shot
Sketch
Pose
PDF
2022-05-03
Cross-modal Representation Learning for Zero-shot Action Recognition
Chung-Ching Lin, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu
arXiv_CV
arXiv_CV
Transformer
Embedding
Recognition
Zero-Shot
Represenation_Learning
Knowledge
Action_Recognition
Action
Activity
Inference
PDF
2022-05-03
Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning
Mike Zhang, Kristian Nørgaard Jensen, Barbara Plank
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Zero-Shot
Classification
Few-Shot
PDF
2022-05-03
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning
Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre
arXiv_CL
arXiv_CL
Zero-Shot
Action
Relation
Few-Shot
Relation_Extraction
PDF
2022-05-02
Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering
AJ Piergiovanni, Wei Li, Weicheng Kuo, Mohammad Saffar, Fred Bertsch, Anelia Angelova
arXiv_CV
arXiv_CV
Image_Caption
Zero-Shot
Pose
VQA
Caption
QA
PDF
2022-05-02
Semantically Informed Slang Interpretation
Zhewei Sun, Richard Zemel, Yang Xu
arXiv_AI
arXiv_AI
Zero-Shot
Sparse
Pose
Few-Shot
PDF
2022-04-30
Visual Spatial Reasoning
Fangyu Liu, Guy Emerson, Nigel Collier
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Pose
Classification
Relation
Caption
Language_Model
PDF
2022-04-30
Opponent Modeling in Negotiation Dialogues by Related Data Adaptation
Kushal Chawla, Gale M. Lucas, Jonathan May, Jonathan Gratch
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Action
Few-Shot
PDF
2022-04-29
Prompt Consistency for Zero-Shot Task Generalization
Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Inference
Language_Model
Prediction
PDF
2022-04-29
CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification
Marcos V. Conde, Kerem Turgutlu
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Classification
PDF
2022-04-29
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining
Yuting Gao, Jinfeng Liu, Zihan Xu, Jun Zhang, Ke Li, Chunhua Shen
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Classification
Detection
Relation
Object_Detection
Image_Classification
Language_Model
PDF
2022-04-29
Czech Dataset for Cross-lingual Subjectivity Classification
Pavel Přibáň, Josef Steinberger
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Review
Pose
Classification
PDF
2022-04-28
Instilling Type Knowledge in Language Models via Multi-Task QA
Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian McAuley
arXiv_AI
arXiv_AI
Tracking
Zero-Shot
Knowledge
Knowledge_Graph
Language_Model
QA
PDF
2022-04-28
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization
Ruipeng Jia, Xingxing Zhang, Yanan Cao, Shi Wang, Zheng Lin, Furu Wei
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Summarization
PDF
2022-04-28
Simplifying Multilingual News Clustering Through Projection From a Shared Space
João Santos, Afonso Mendes, Sebastião Miranda
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
GAN
PDF
2022-04-27
LyS_ACoru~na at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing
Iago Alonso-Alonso, David Vilares, Carlos Gómez-Rodríguez
arXiv_CL
arXiv_CL
Zero-Shot
Sentiment
Language_Model
PDF
2022-04-27
A Thorough Examination on Zero-shot Dense Retrieval
Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qifei Wu, Yuchen Ding, Hua Wu, Haifeng Wang, Ji-Rong Wen
arXiv_CL
arXiv_CL
Zero-Shot
Sparse
Review
Language_Model
PDF
2022-04-27
A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer
Ayan Sengupta, Tharun Suresh, Md Shad Akhtar, Tanmoy Chakraborty
arXiv_CL
arXiv_CL
Transformer
Embedding
Transfer_Learning
Zero-Shot
Represenation_Learning
Pose
Relation
Attention
Language_Model
PDF
2022-04-27
Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems
Rushang Karia, Siddharth Srivastava
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Knowledge
Action
Deep_Learning
Relation
PDF
2022-04-26
MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text Retrieval
Yuying Ge, Yixiao Ge, Xihui Liu, Alex Jinpeng Wang, Jianping Wu, Ying Shan, Xiaohu Qie, Ping Luo
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Bert
Zero-Shot
Action_Recognition
Action
Prediction
Video_Retrieval
PDF
2022-04-25
AI Personification: Estimating the Personality of Language Models
Saketh Reddy Karra, Son Nguyen, Theja Tulabandhula
arXiv_AI
arXiv_AI
Zero-Shot
Classification
Text_Generation
Language_Model
PDF
2022-04-25
Zero-Shot Logit Adjustment
Dubing Chen, Yuming Shen, Haofeng Zhang, Philip H.S. Torr
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Inference
PDF
2022-04-24
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval
Revanth Gangi Reddy, Md Arafat Sultan, Martin Franz, Avirup Sil, Heng Ji
arXiv_CL
arXiv_CL
Zero-Shot
Sparse
Pose
Attention
PDF
2022-04-24
Towards the Semantic Weak Generalization Problem in Generative Zero-Shot Learning: Ante-hoc and Post-hoc
Dubing Chen, Yuming Shen, Haofeng Zhang, Philip H.S. Torr
arXiv_CV
arXiv_CV
Zero-Shot
PDF
2022-04-23
Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation?
Yuchen Cui, Scott Niekum, Abhinav Gupta, Vikash Kumar, Aravind Rajeswaran
arXiv_AI
arXiv_AI
Zero-Shot
Sketch
Pose
Autonomous
PDF
2022-04-23
On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning
Muhammad Umer Anwaar, Zhihui Pan, Martin Kleinsteuber
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Image_Retrieval
Knowledge
Pose
QA
PDF
2022-04-22
iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition
Yixuan Wei, Yue Cao, Zheng Zhang, Zhuliang Yao, Zhenda Xie, Han Hu, Baining Guo
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Recognition
Zero-Shot
Represenation_Learning
Pose
Action_Recognition
Action
Classification
Detection
Few-Shot
Object_Detection
Image_Classification
PDF
2022-04-22
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue
Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar Zaiane, Mo Yu, Edoardo M. Ponti, Siva Reddy
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
PDF
2022-04-22
Tweets2Stance: Users stance detection exploiting Zero-Shot Learning Algorithms on Tweets
Margherita Gambini, Tiziano Fagni, Caterina Senette, Maurizio Tesconi
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Knowledge
Pose
Detection
Object_Detection
Attention
PDF
2022-04-22
Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels
Shervin Rahimzadeh Arashloo
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Face
Detection
Relation
PDF
2022-04-22
Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues
Gustavo Penha, Claudia Hauff
arXiv_CL
arXiv_CL
Zero-Shot
Sparse
Attention
Language_Model
PDF
2022-04-21
Standing on the Shoulders of Giant Frozen Language Models
Yoav Levine, Itay Dalmedigos, Ori Ram, Yoel Zeldes, Daniel Jannai, Dor Muhlgay, Yoni Osin, Opher Lieber, Barak Lenz, Shai Shalev-Shwartz, Amnon Shashua, Kevin Leyton-Brown, Yoav Shoham
arXiv_CL
arXiv_CL
Zero-Shot
Language_Model
PDF
2022-04-20
Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers
Angelo Basile, Marc Franco-Salvador, Paolo Rosso
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Sentiment
PDF
2022-04-20
K-LITE: Learning Transferable Visual Models with External Knowledge
Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Anna Rohrbach, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Jianfeng Gao
arXiv_AI
arXiv_AI
Image_Caption
Transfer_Learning
Zero-Shot
Knowledge
Pose
Classification
Detection
Few-Shot
Object_Detection
Caption
Image_Classification
PDF
2022-04-19
Cross-Lingual Phrase Retrieval
Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Tan Yan, Tian Lan, Wei Wei, Xian-Ling Mao
arXiv_CL
arXiv_CL
Zero-Shot
Pose
PDF
2022-04-19
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
Chunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Yong Jae Lee, Houdong Hu, Zicheng Liu, Jianfeng Gao
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Classification
Detection
Few-Shot
Object_Detection
Image_Classification
PDF
2022-04-18
Zero-shot Entity and Tweet Characterization with Designed Conditional Prompts and Contexts
Sharath Srivatsa, Tushar Mohan, Kumari Neha, Nishchay Malakar, Ponnurangam Kumaraguru, Srinath Srinivasa
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Text_Classification
Pose
Classification
Few-Shot
Language_Model
PDF
2022-04-18
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Contrastive_Learning
Attention
PDF
2022-04-18
Cross-view Brain Decoding
Subba Reddy Oota, Jashn Arora, Manish Gupta, Raju S. Bapi
arXiv_AI
arXiv_AI
Image_Caption
Zero-Shot
Pose
Action
Caption
PDF
2022-04-17
Learning Compositional Representations for Effective Low-Shot Generalization
Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Zero-Shot
Salient
Adversarial
Pose
Face
Few-Shot
CNN
PDF
2022-04-16
Multimodal Few-Shot Object Detection with Meta-Learning Based Cross-Modal Prompting
Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Rama Chellappa, Shih-Fu Chang
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Detection
Few-Shot
Object_Detection
Language_Model
PDF
2022-04-16
Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation
Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao
arXiv_CL
arXiv_CL
Zero-Shot
Self-Supervised
Summarization
Text_Generation
Language_Model
PDF
2022-04-16
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction
Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye
arXiv_CL
arXiv_CL
Transformer
Embedding
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Face
Relation
GAN
Prediction
PDF
2022-04-15
Improving Passage Retrieval with Zero-Shot Question Generation
Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Attention
Language_Model
PDF
2022-04-15
mGPT: Few-Shot Learners Go Multilingual
Oleh Shliazhko, Alena Fenogenova, Maria Tikhonova, Vladislav Mikhailov, Anastasia Kozlova, Tatiana Shavrina
arXiv_AI
arXiv_AI
Zero-Shot
Sparse
Knowledge
Face
Classification
Few-Shot
Attention
Inference
Language_Model
PDF
2022-04-15
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters
Tal Schuster, Sihao Chen, Senaka Buthpitiya, Alex Fabrikant, Donald Metzler
arXiv_CL
arXiv_CL
Zero-Shot
Action
Relation
Inference
PDF
2022-04-14
The Art of Prompting: Event Detection based on Type Specific Prompts
Sijia Wang, Mo Yu, Lifu Huang
arXiv_CL
arXiv_CL
Zero-Shot
Detection
Few-Shot
PDF
2022-04-14
CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations
Rakesh R Menon, Sayan Ghosh, Shashank Srivastava
arXiv_CL
arXiv_CL
Zero-Shot
Classification
PDF
2022-04-13
Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages
Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Bert
Sentiment_Classification
Zero-Shot
Classification
Sentiment
Language_Model
PDF
2022-04-13
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer
Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Language_Model
QA
PDF
2022-04-13
Impossible Triangle: What's Next for Pre-trained Language Models?
Chenguang Zhu, Michael Zeng
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Few-Shot
Language_Model
PDF
2022-04-13
Hierarchical Text-Conditional Image Generation with CLIP Latents
Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, Mark Chen
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Zero-Shot
Pose
Caption
PDF
2022-04-12
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension
Sanjay Subramanian, Will Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
Relation
Image_Classification
PDF
2022-04-12
Dynamic Dialogue Policy Transformer for Continual Reinforcement Learning
Christian Geishauser, Carel van Niekerk, Nurul Lubis, Michael Heck, Hsien-Chin Lin, Shutong Feng, Milica Gašić
arXiv_CL
arXiv_CL
Transformer
Reinforcement_Learning
Zero-Shot
Knowledge
Pose
PDF
2022-04-12
InCoder: A Generative Model for Code Infilling and Synthesis
Daniel Fried, Armen Aghajanyan, Jessy Lin, Sida Wang, Eric Wallace, Freda Shi, Ruiqi Zhong, Wen-tau Yih, Luke Zettlemoyer, Mike Lewis
arXiv_CL
arXiv_CL
Zero-Shot
Inference
PDF
2022-04-12
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking
Han Zhou, Ignacio Iacobacci, Pasquale Minervini
arXiv_CL
arXiv_CL
Tracking
Zero-Shot
Pose
Prediction
QA
PDF
2022-04-12
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?
Thomas Wang, Adam Roberts, Daniel Hesslow, Teven Le Scao, Hyung Won Chung, Iz Beltagy, Julien Launay, Colin Raffel
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Zero-Shot
Language_Model
PDF
2022-04-12
Three-Stream Joint Network for Zero-Shot Sketch-Based Image Retrieval
Yu-Wei Zhan, Xin Luo, Yongxin Wang, Zhen-Duo Chen, Xin-Shun Xu
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Sketch
Image_Retrieval
Knowledge
Pose
Action
PDF
2022-04-12
Open-set Text Recognition via Character-Context Decoupling
Chang Liu, Chun Yang, Xu-Cheng Yin
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Pose
Quantitative
Classification
Attention
PDF
2022-04-11
Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0
Francesco De Toni, Christopher Akiki, Javier de la Rosa, Clémentine Fourrier, Enrique Manjavacas, Stefan Schweter, Daniel van Strien
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
PDF
2022-04-11
Few-Shot Object Detection in Unseen Domains
Karim Guirguis, George Eskandar, Matthias Kayser, Bin Yang, Juergen Beyerer
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Detection
Few-Shot
Object_Detection
PDF
2022-04-11
Zero-shot Cross-lingual Conversational Semantic Role Labeling
Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song
arXiv_CL
arXiv_CL
Zero-Shot
PDF
2022-04-11
No Token Left Behind: Explainability-Aided Image Classification and Generation
Roni Paiss, Hila Chefer, Lior Wolf
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Classification
Image_Classification
Matching
PDF
2022-04-10
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts
Saadullah Amin, Noon Pokaratsiri Goldstein, Morgan Kelly Wixted, Alejandro García-Rudolph, Catalina Martínez-Costa, Günter Neumann
arXiv_CL
arXiv_CL
Recognition
Bert
Zero-Shot
Knowledge
Pose
Action
Few-Shot
Language_Model
PDF
2022-04-10
Robust Cross-Modal Representation Learning with Progressive Self-Distillation
Alex Andonian, Shixing Chen, Raffay Hamid
arXiv_CV
arXiv_CV
Image_Caption
Zero-Shot
Represenation_Learning
Knowledge
Contrastive_Learning
Classification
Caption
PDF
2022-04-09
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization
Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Summarization
PDF
2022-04-08
Evaluating the Adversarial Robustness for Fourier Neural Operators
Abolaji D. Adesoji, Pin-Yu Chen
arXiv_AI
arXiv_AI
Super_Resolution
Zero-Shot
Adversarial
PDF
2022-04-08
KGI: An Integrated Framework for Knowledge Intensive Language Tasks
Md Faisal Mahbub Chowdhury, Michael Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Pose
QA
PDF
2022-04-08
Canonical Mean Filter for Almost Zero-Shot Multi-Task classification
Yong Li, Heng Wang, Xiang Ye
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Pose
Classification
Few-Shot
PDF
2022-04-07
Unsupervised Prompt Learning for Vision-Language Models
Tony Huang, Jack Chu, Fangyun Wei
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Transfer_Learning
Recognition
Zero-Shot
Pose
Inference
Language_Model
PDF
2022-04-07
Adapting CLIP For Phrase Localization Without Further Training
Jiahao Li, Greg Shakhnarovich, Raymond A. Yeh
arXiv_AI
arXiv_AI
Embedding
Weakly_Supervised
Zero-Shot
Pose
Detection
Object_Detection
Caption
PDF
2022-04-07
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction
Kalyan Vasudev Alwala, Abhinav Gupta, Shubham Tulsiani
arXiv_CV
arXiv_CV
Reconstruction
Recognition
3D
Zero-Shot
Quantitative
Inference
PDF
2022-04-07
Zero-Shot Category-Level Object Pose Estimation
Walter Goodwin, Sagar Vaze, Ioannis Havoutis, Ingmar Posner
arXiv_CV
arXiv_CV
Transformer
3D
Zero-Shot
Pose_Estimation
Self-Supervised
Pose
Inference
PDF
2022-04-07
Unified Contrastive Learning in Image-Text-Label Space
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Recognition
Zero-Shot
Pose
Contrastive_Learning
Classification
Image_Classification
PDF
2022-04-07
Imitating, Fast and Slow: Robust learning from demonstrations via decision-time planning
Carl Qi, Pieter Abbeel, Aditya Grover
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
PDF
2022-04-07
Learning to Compose Soft Prompts for Compositional Zero-Shot Learning
Nihal V. Nayak, Peilin Yu, Stephen H. Bach
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Inference
Language_Model
PDF
2022-04-07
BERTuit: Understanding Spanish language in Twitter through a native transformer
Javier Huertas-Tato, Alejandro Martin, David Camacho
arXiv_CL
arXiv_CL
Transformer
Bert
Zero-Shot
Optimization
Pose
Face
Attention
Language_Model
PDF
2022-04-06
ByT5 model for massively multilingual grapheme-to-phoneme conversion
Jian Zhu, Cong Zhang, David Jurgens
arXiv_CL
arXiv_CL
Zero-Shot
Prediction
PDF
2022-04-06
Temporal Alignment Networks for Long-term Video
Tengda Han, Weidi Xie, Andrew Zisserman
arXiv_CV
arXiv_CV
Segmentation
Recognition
Video_Caption
Weakly_Supervised
Zero-Shot
Sparse
Pose
Action_Recognition
Action
Video_Retrieval
PDF
2022-04-06
Improving Zero-Shot Event Extraction via Sentence Simplification
Sneha Mehta, Huzefa Rangwala, Naren Ramakrishnan
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Action
Attention
Language_Model
PDF
2022-04-05
Text2LIVE: Text-Driven Layered Image and Video Editing
Omer Bar-Tal, Dolev Ofri-Amar, Rafail Fridman, Yoni Kasten, Tali Dekel
arXiv_CV
arXiv_CV
Zero-Shot
PDF
2022-04-05
'Does it come in black?' CLIP-like models are zero-shot recommenders
Patrick John Chia, Jacopo Tagliabue, Federico Bianchi, Ciro Greco, Diogo Goncalves
arXiv_AI
arXiv_AI
Zero-Shot
Recommendation
PDF
2022-04-05
Can language models learn from explanations in context?
Andrew K. Lampinen, Ishita Dasgupta, Stephanie C. Y. Chan, Kory Matthewson, Michael Henry Tessler, Antonia Creswell, James L. McClelland, Jane X. Wang, Felix Hill
arXiv_CL
arXiv_CL
Zero-Shot
Few-Shot
Language_Model
PDF
2022-04-05
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval
Robert Litschko, Ivan Vulić, Goran Glavaš
arXiv_CL
arXiv_CL
Transformer
Bert
Zero-Shot
Sparse
Pose
Action
Inference
Language_Model
PDF
2022-04-05
Zero-shot Blind Image Denoising via Implicit Neural Representations
Chaewon Kim, Jaeho Lee, Jinwoo Shin
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Denoising
PDF
2022-04-04
Aligned Weight Regularizers for Pruning Pretrained Neural Networks
James O' Neill, Sourav Dutta, Haytham Assem
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Pose
Language_Model
PDF
2022-04-04
Analysis of Joint Speech-Text Embeddings for Semantic Matching
Muhammad Huzaifah, Ivan Kukanov
arXiv_CL
arXiv_CL
Transformer
Embedding
Recognition
Zero-Shot
Knowledge
Speech
Quantitative
Classification
Speech_Recognition
Language_Model
Matching
PDF
2022-04-04
Attribute Prototype Network for Any-Shot Learning
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Zero-Shot
Represenation_Learning
Knowledge
Pose
Quantitative
Classification
Few-Shot
Image_Classification
PDF
2022-04-03
On Efficiently Acquiring Annotations for Multilingual Models
Joel Ruben Antony Moniz, Barun Patra, Matthew R. Gormley
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
PDF
2022-04-03
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension
injuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen, Zhiqiang Zhuang, Zhiyong Feng
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Pose
QA
PDF
2022-04-03
Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis
Yixuan Zhou, Changhe Song, Xiang Li, Luwen Zhang, Zhiyong Wu, Yanyao Bian, Dan Su, Helen Meng
arXiv_SD
arXiv_SD
Embedding
Zero-Shot
Speech
Pose
Relation
Attention
PDF
2022-04-01
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language
Andy Zeng, Adrian Wong, Stefan Welker, Krzysztof Choromanski, Federico Tombari, Aveek Purohit, Michael Ryoo, Vikas Sindhwani, Johnny Lee, Vincent Vanhoucke, Pete Florence
arXiv_AI
arXiv_AI
Image_Caption
OCR
Zero-Shot
Knowledge
Pose
Caption
Language_Model
PDF
2022-04-01
Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition
Gerasimos Chatzoudis, Manos Plitsis, Spyridoula Stamouli, Athanasia-Lida Dimou, Athanasios Katsamanis, Vassilis Katsouros
arXiv_AI
arXiv_AI
Recognition
Zero-Shot
Speech
Pose
Detection
Speech_Recognition
Medical
Language_Model
PDF
2022-04-01
AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios
Yihan Wu, Xu Tan, Bohan Li, Lei He, Sheng Zhao, Ruihua Song, Tao Qin, Tie-Yan Liu
arXiv_AI
arXiv_AI
Zero-Shot
Speech
Pose
Attention
PDF
2022-04-01
End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation
Mingrui Wu, Jiaxin Gu, Yunhang Shen, Mingbao Lin, Chao Chen, Xiaoshuai Sun, Rongrong Ji
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Pose
Action
Classification
Detection
Object_Detection
Matching
PDF
2022-03-31
Do Vision-Language Pretrained Models Learn Primitive Concepts?
Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Pose
Caption
PDF
2022-03-31
Imitate and Repurpose: Learning Reusable Robot Movement Skills From Human and Animal Behaviors
Steven Bohez, Saran Tunyasuvunakool, Philemon Brakel, Fereshteh Sadeghi, Leonard Hasenclever, Yuval Tassa, Emilio Parisotto, Jan Humplik, Tuomas Haarnoja, Roland Hafner, Markus Wulfmeier, Michael Neunert, Ben Moran, Noah Siegel, Andrea Huber, Francesco Romano, Nathan Batchelor, Federico Casarini, Josh Merel, Raia Hadsell, Nicolas Heess
arXiv_RO
arXiv_RO
Zero-Shot
Knowledge
Pose
PDF
2022-03-31
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher
Kanghyun Choi, Hye Yoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
arXiv_CV
arXiv_CV
Quantization
Zero-Shot
Knowledge
Pose
Face
PDF
2022-03-31
WavThruVec: Latent speech representation as intermediate features for neural speech synthesis
Hubert Siuzdak, Piotr Dura, Pol van Rijn, Nori Jacoby
arXiv_SD
arXiv_SD
Embedding
Zero-Shot
Speech
Pose
PDF
2022-03-30
Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice Conversion
Jiachen Lian, Chunlei Zhang, Dong Yu
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Represenation_Learning
Speech
Self-Supervised
PDF
2022-03-30
Unseen Classes at a Later Time? No Problem
Hari Chandana Kuchibhotla, Sumitra S Malagi, Shivam Chandhok, Vineeth N Balasubramanian
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
PDF
2022-03-30
Neural Pipeline for Zero-Shot Data-to-Text Generation
Zdeněk Kasner, Ondřej Dušek
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Face
Text_Generation
Language_Model
PDF
2022-03-30
An Iterative Co-Training Transductive Framework for Zero Shot Learning
Bo Liu, Lihua Hu, Qiulei Dong, Zhanyi Hu
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Classification
Detection
Object_Detection
PDF
2022-03-30
Enhancing Zero-Shot Many to Many Voice Conversion with Self-Attention VAE
Ziang Long, Yunling Zheng, Meng Yu, Jack Xin
arXiv_SD
arXiv_SD
Embedding
Zero-Shot
Speech
Classification
Attention
PDF
2022-03-29
Zero-shot meta-learning for small-scale data from human subjects
Julie Jiang, Kristina Lerman, Emilio Ferrara
arXiv_AI
arXiv_AI
Zero-Shot
Sparse
Prediction
PDF
2022-03-29
Evaluating Prompts Across Multiple Choice Tasks In a Zero-Shot Setting
Gabriel Orlanski
arXiv_AI
arXiv_AI
Zero-Shot
Quantitative
Language_Model
PDF
2022-03-29
Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification
Shi Pu, Kaili Zhao, Mao Zheng
arXiv_CV
arXiv_CV
Zero-Shot
Represenation_Learning
Pose
Classification
Video_Classification
PDF
2022-03-29
Hybrid Routing Transformer for Zero-Shot Learning
De Cheng, Gerong Wang, Bo Wang, Qiang Zhang, Jungong Han, Dingwen Zhang
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Pose
Relation
Attention
Prediction
PDF
2022-03-29
Practical Aspects of Zero-Shot Learning
Elie Saad, Marcin Paprzycki, Maria Ganzha
arXiv_AI
arXiv_AI
Zero-Shot
Pose
PDF
2022-03-28
Learning Parameterized Task Structure for Generalization to Unseen Entities
Anthony Z. Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Inference
PDF
2022-03-28
Multilingual Simultaneous Speech Translation
Shashank Subramanya, Jan Niehues
arXiv_CL
arXiv_CL
Zero-Shot
Speech
PDF
2022-03-28
Sketch3T: Test-Time Training for Zero-Shot SBIR
Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Zero-Shot
Sketch
Image_Retrieval
Self-Supervised
Pose
PDF
2022-03-28
Core Risk Minimization using Salient ImageNet
Sahil Singla, Mazda Moayeri, Soheil Feizi
arXiv_AI
arXiv_AI
Transformer
Zero-Shot
Salient
Prediction
PDF
2022-03-27
Single-Stream Multi-Level Alignment for Vision-Language Pretraining
Zaid Khan, Vijay Kumar BG, Xiang Yu, Samuel Schulter, Manmohan Chandraker, Yun Fu
arXiv_CV
arXiv_CV
Reconstruction
Zero-Shot
Represenation_Learning
Pose
VQA
Caption
Prediction
QA
PDF
2022-03-26
GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection
Yue Liao, Aixi Zhang, Miao Lu, Yongliang Wang, Xiaobo Li, Si Liu
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Knowledge
Pose
Action
Detection
Object_Detection
Matching
PDF
2022-03-25
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations
Oscar Sainz, Haoling Qiu, Oier Lopez de Lacalle, Eneko Agirre, Bonan Min
arXiv_CL
arXiv_CL
Zero-Shot
Face
Action
Relation
PDF
2022-03-24
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks
Santiago Castro, Fabian Caba Heilbron
arXiv_CV
arXiv_CV
Recognition
Video_Caption
Zero-Shot
Action_Recognition
Action
Video_Retrieval
PDF
2022-03-24
Recommendation as Language Processing : A Unified Pretrain, Personalized Prompt & Predict Paradigm
Shijie Geng, Shuchang Liu, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Review
Action
Few-Shot
Language_Model
Prediction
Recommendation
PDF
2022-03-24
Text to Mesh Without 3D Supervision Using Limit Subdivision
Nasir Khalid, Tianhao Xie, Eugene Belilovsky, Tiberiu Popa
arXiv_CV
arXiv_CV
3D
Zero-Shot
Optimization
Face
PDF
2022-03-24
minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models
Kanishka Misra
arXiv_CL
arXiv_CL
Transformer
Bert
Zero-Shot
Action
Language_Model
Prediction
PDF
2022-03-24
Generating Scientific Claims for Zero-Shot Scientific Fact Checking
Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Lu Wang
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Medical
PDF
2022-03-24
mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling
Seong-Hwan Heo, WonKee Lee, Jong-Hyeok Lee
arXiv_AI
arXiv_AI
Bert
Zero-Shot
Pose
Contrastive_Learning
Attention
PDF
2022-03-24
Weakly-Supervised End-to-End CAD Retrieval to Scan Objects
Tim Beyer, Angela Dai
arXiv_CV
arXiv_CV
3D
Zero-Shot
Pose
Detection
Object_Detection
PDF
2022-03-24
Revisiting the Effects of Leakage on Dependency Parsing
Nathaniel Krasner, Miriam Wanner, Antonios Anastasopoulos
arXiv_CL
arXiv_CL
Zero-Shot
Pose
PDF
2022-03-23
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning
Natalie Dullerud, Karsten Roth, Kimia Hamidieh, Nicolas Papernot, Marzyeh Ghassemi
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Pose
Classification
Relation
PDF
2022-03-23
Pre-training to Match for Unified Low-shot Relation Extraction
Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
Relation
Few-Shot
Relation_Extraction
Matching
PDF
2022-03-23
A Theoretically Grounded Benchmark for Evaluating Machine Commonsense
Henrique Santos, Ke Shen, Alice M. Mulvehill, Yasaman Razeghi, Deborah L. McGuinness, Mayank Kejriwal
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
Few-Shot
Language_Model
PDF
2022-03-22
Mixed Differential Privacy in Computer Vision
Aditya Golatkar, Alessandro Achille, Yu-Xiang Wang, Aaron Roth, Michael Kearns, Stefano Soatto
arXiv_CV
arXiv_CV
Zero-Shot
Classification
Few-Shot
Language_Model
PDF
2022-03-22
Leveraging Textures in Zero-shot Understanding of Fine-Grained Domains
Chenyun Wu, Subhransu Maji
arXiv_CV
arXiv_CV
Zero-Shot
PDF
2022-03-21
CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning
Mohammad Reza Taesiri, Finlay Macklon, Cor-Paul Bezemer
arXiv_CV
arXiv_CV
Transfer_Learning
Zero-Shot
Pose
Detection
PDF
2022-03-21
General and Domain Adaptive Chinese Spelling Check with Error Consistent Pretraining
Qi Lv, Ziqiang Cao, Lei Geng, Chunhui Ai, Xu Yan, Guohong Fu
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Classification
Inference
PDF
2022-03-21
Quad2Plane: An Intermediate Training Procedure for Online Exploration in Aerial Robotics via Receding Horizon Control
Alexander Quessy, Thomas Richardson
arXiv_RO
arXiv_RO
Zero-Shot
PDF
2022-03-21
Paraphrasing Techniques for Maritime QA system
Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Van Nguyen, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
QA
PDF
2022-03-21
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability
Yoshinari Fujinuma, Jordan Boyd-Graber, Katharina Kann
arXiv_CL
arXiv_CL
Zero-Shot
PDF
2022-03-20
Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation
Zongyang Ma, Guan Luo, Jin Gao, Liang Li, Yuxin Chen, Shaoru Wang, Congxuan Zhang, Weiming Hu
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Detection
Object_Detection
Language_Model
PDF
2022-03-20
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Zero-Shot
Knowledge
Pose
Quantitative
Relation
PDF
2022-03-20
CLIP on Wheels: Zero-Shot Object Navigation as Object Localization and Exploration
Samir Yitzhak Gadre, Mitchell Wortsman, Gabriel Ilharco, Ludwig Schmidt, Shuran Song
arXiv_RO
arXiv_RO
Zero-Shot
Classification
Image_Classification
Inference
PDF
2022-03-19
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation
Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng
arXiv_CV
arXiv_CV
Segmentation
Zero-Shot
Knowledge
Pose
Relation
Attention
Medical
PDF
2022-03-19
Meta-X$_{NLG}$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation
Kaushal Kumar Maurya, Maunendra Sankar Desarkar
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Summarization
PDF
2022-03-19
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension
Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen
arXiv_CL
arXiv_CL
Zero-Shot
PDF
2022-03-18
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding
Milan Gritta, Ruoyu Hu, Ignacio Iacobacci
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Quantitative
Language_Model
PDF
2022-03-18
Do Multilingual Language Models Capture Differing Moral Norms?
Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindřich Libovický, Alexander Fraser, Kristian Kersting
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Language_Model
PDF
2022-03-18
DGC-vector: A new speaker embedding for zero-shot voice conversion
Ruitong Xiao, Haitong Zhang, Yue Lin
arXiv_SD
arXiv_SD
Embedding
Zero-Shot
Speech
Pose
PDF
2022-03-17
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction
Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Action
Classification
Relation
Relation_Extraction
Language_Model
PDF
2022-03-17
Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector
Bo Liu, Qiulei Dong, Zhanyi Hu
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Classification
Detection
Relation
Object_Detection
Attention
PDF
2022-03-16
Geographic Adaptation of Pretrained Language Models
Valentin Hofmann, Goran Glavaš, Nikola Ljubešić, Janet B. Pierrehumbert, Hinrich Schütze
arXiv_CL
arXiv_CL
Unsupervised
Bert
Zero-Shot
Knowledge
Language_Model
Prediction
PDF
2022-03-16
Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning
Miryam de Lhoneux, Sheng Zhang, Anders Søgaard
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Language_Model
PDF
2022-03-16
Transforming Sequence Tagging Into A Seq2Seq Task
Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Language_Model
Prediction
PDF
2022-03-15
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
Kuan-Hao Huang, I-Hung Hsu, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
Language_Model
PDF
2022-03-15
Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning
Seyed Kamyar Seyed Ghasemipour, Daniel Freeman, Byron David, Shixiang (Shane)Gu, Satoshi Kataoka, Igor Mordatch
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Autonomous
PDF
2022-03-15
Representation Learning for Resource-Constrained Keyphrase Generation
Di Wu, Wasi Uddin Ahmad, Sunipa Dev, Kai-Wei Chang
arXiv_CL
arXiv_CL
Zero-Shot
Represenation_Learning
Salient
Knowledge
Pose
Denoising
Language_Model
Prediction
PDF
2022-03-15
On Hyperbolic Embeddings in 2D Object Detection
Christopher Lang, Alexander Braun, Abhinav Valada
arXiv_CV
arXiv_CV
Transformer
Embedding
Zero-Shot
Classification
Detection
Object_Detection
PDF
2022-03-15
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation
Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Quantitative
PDF
2022-03-14
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations
Robert Wolfe, Aylin Caliskan
arXiv_CL
arXiv_CL
Image_Caption
Embedding
Zero-Shot
Caption
PDF
2022-03-14
A Neural Pairwise Ranking Model for Readability Assessment
Justin Lee, Sowmya Vajjala
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Classification
PDF
2022-03-14
Panoptic animal pose estimators are zero-shot performers
Shaokai Ye, Alexander Mathis, Mackenzie Weygandt Mathis
arXiv_AI
arXiv_AI
Zero-Shot
Pose_Estimation
Pose
PDF
2022-03-14
GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models
Archiki Prasad, Peter Hase, Xiang Zhou, Mohit Bansal
arXiv_CL
arXiv_CL
Zero-Shot
Classification
Language_Model
PDF
2022-03-14
CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment
Haoyu Song, Li Dong, Wei-Nan Zhang, Ting Liu, Furu Wei
arXiv_CL
arXiv_CL
Image_Caption
Zero-Shot
Pose
VQA
Few-Shot
Caption
QA
PDF
2022-03-14
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Few-Shot
QA
PDF
2022-03-14
Efficient Language Modeling with Sparse all-MLP
Ping Yu, Mikel Artetxe, Myle Ott, Sam Shleifer, Hongyu Gong, Ves Stoyanov, Xian Li
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Sparse
Pose
Attention
Language_Model
PDF
2022-03-12
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation
Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
arXiv_AI
arXiv_AI
Image_Caption
Zero-Shot
Knowledge
Pose
VQA
Caption
Language_Model
QA
PDF
2022-03-11
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval
Canwen Xu, Daya Guo, Nan Duan, Julian McAuley
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Contrastive_Learning
Matching
PDF
2022-03-11
Are discrete units necessary for Spoken Language Modeling?
Tu Anh Nguyen, Benoit Sagot, Emmanuel Dupoux
arXiv_CL
arXiv_CL
Unsupervised
Bert
Zero-Shot
Speech
Language_Model
PDF
2022-03-11
Synopses of Movie Narratives: a Video-Language Dataset for Story Understanding
Yidan Sun, Qin Chao, Boyang Li
arXiv_CL
arXiv_CL
Zero-Shot
PDF
2022-03-10
On-the-Fly Test-time Adaptation for Medical Image Segmentation
Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Zero-Shot
Regularization
Pose
Deep_Learning
Medical
CNN
Inference
PDF
2022-03-10
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo-Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt
arXiv_CV
arXiv_CV
Zero-Shot
Classification
Relation
Image_Classification
Inference
Prediction
PDF
2022-03-10
Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis
Yaogong Feng, Xiaowen Huang, Pengbo Yang, Jian Yu, Jitao Sang
arXiv_CV
arXiv_CV
Zero-Shot
Adversarial
Pose
Few-Shot
PDF
2022-03-10
Towards Open-Set Text Recognition via Label-to-Prototype Learning
Chang Liu, Chun Yang, Hai-Bo Qin, Xiaobin Zhu, JieBo Hou, Xu-Cheng Yin
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Pose
Scene_Text
PDF
2022-03-10
Zero-Shot Action Recognition with Transformer-based Video Semantic Embedding
Keval Doshi, Yasin Yilmaz
arXiv_CV
arXiv_CV
Transformer
Embedding
Recognition
3D
Zero-Shot
Pose
Action_Recognition
Action
PDF
2022-03-09
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
Sonish Sivarajkumar, Yanshan Wang
arXiv_AI
arXiv_AI
Zero-Shot
Deep_Learning
Language_Model
PDF
2022-03-09
Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning
Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Optimization
Classification
Relation
Few-Shot
Language_Model
PDF
2022-03-08
A Gating Model for Bias Calibration in Generalized Zero-shot Learning
Gukyeong Kwon, Ghassan AlRegib
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Zero-Shot
Pose
Action
Prediction
PDF
2022-03-08
Universal Prototype Transport for Zero-Shot Action Recognition and Localization
Pascal Mettes
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Regularization
Pose
Action_Recognition
Action
Classification
Inference
PDF
2022-03-08
UniXcoder: Unified Cross-Modal Pre-training for Code Representation
Daya Guo, Shuai Lu, Nan Duan, Yanlin Wang, Ming Zhou, Jian Yin
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Contrastive_Learning
Attention
Inference
PDF
2022-03-07
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language
Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Attention
Activity
PDF
2022-03-07
Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention
Ziming Liu, Song Guo, Jingcai Guo, Yuanyuan Xu, Fushuo Huo
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Relation
Attention
PDF
2022-03-07
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning
Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Wang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Attention
PDF
2022-03-05
Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning
Yi Gao, Chenwei Tang, Jiancheng Lv
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Contrastive_Learning
PDF
2022-03-03
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
Weixin Liang, Yuhui Zhang, Yongchan Kwon, Serena Yeung, James Zou
arXiv_AI
arXiv_AI
Zero-Shot
Optimization
Represenation_Learning
Contrastive_Learning
Classification
PDF
2022-03-03
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages
Vaidehi Patil, Partha Talukdar, Sunita Sarawagi
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Pose
Language_Model
PDF
2022-03-03
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition
Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-Wen Li, Andrew Arnold
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Pose
Few-Shot
Inference
Language_Model
QA
PDF
2022-03-03
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning
Zhi Hou, Baosheng Yu, Dacheng Tao
arXiv_CV
arXiv_CV
Transformer
Recognition
Zero-Shot
Represenation_Learning
Pose
Contrastive_Learning
Relation
PDF
2022-03-02
Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification
Kai Yi, Xiaoqian Shen, Yunhao Gou, Mohamed Elhoseiny
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Pose
Classification
Relation
Few-Shot
Image_Classification
PDF
2022-03-01
Learning Robust Real-Time Cultural Transmission without Human Data
Cultural General Intelligence Team, Avishkar Bhoopchand, Bethanie Brownfield, Adrian Collister, Agustin Dal Lago, Ashley Edwards, Richard Everett, Alexandre Frechette, Yanko Gitahy Oliveira, Edward Hughes, Kory W. Mathewson, Piermaria Mendolicchio, Julia Pawar, Miruna Pislar, Alex Platonov, Evan Senter, Sukhdeep Singh, Alexander Zacherl, Lei M. Zhang
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
PDF
2022-02-28
Multi-modal Alignment using Representation Codebook
Jiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Chenyang Tao, Trishul Chilimbi
arXiv_AI
arXiv_AI
Zero-Shot
Represenation_Learning
Pose
PDF
2022-02-28
Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training
Ziqing Yang, Yiming Cui, Zhigang Chen, Shijin Wang
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Text_Classification
Knowledge
Pose
Classification
Language_Model
PDF
2022-02-26
Multi-Level Contrastive Learning for Cross-Lingual Alignment
Beiduo Chen, Wu Guo, Bin Gu, Quan Liu, Yongchao Wang
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Pose
Contrastive_Learning
PDF
2022-02-24
The rise of the lottery heroes: why zero-shot pruning is hard
Enzo Tartaglione
arXiv_AI
arXiv_AI
Zero-Shot
Optimization
Deep_Learning
PDF
2022-02-24
Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph
Dacheng Yin, Xuanchi Ren, Chong Luo, Yuwang Wang, Zhiwei Xiong, Wenjun Zeng
arXiv_AI
arXiv_AI
Unsupervised
Quantization
Style_Transfer
Zero-Shot
Speech
Pose
Attention
PDF
2022-02-24
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval
Rui Xu, Zongyan Han, Le Hui, Jianjun Qian, Jin Xie
arXiv_CV
arXiv_CV
Embedding
3D
Zero-Shot
Sketch
Adversarial
Pose
GAN
PDF
2022-02-23
Inference of Affordances and Active Motor Control in Simulated Agents
Fedor Scholz, Christian Gumbsch, Sebastian Otte, Martin V. Butz
arXiv_AI
arXiv_AI
Zero-Shot
Action
Inference
PDF
2022-02-23
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt
Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Inference
Language_Model
PDF
2022-02-23
Absolute Zero-Shot Learning
Rui Gao, Fan Wan, Daniel Organisciak, Jiyao Pu, Junyan Wang, Haoran Duan, Peng Zhang, Xingsong Hou, Yang Long
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Quantitative
PDF
2022-02-22
GroupViT: Semantic Segmentation Emerges from Text Supervision
Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas Breuel, Jan Kautz, Xiaolong Wang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Recognition
Zero-Shot
Pose
Deep_Learning
Detection
Object_Detection
PDF
2022-02-22
RuCLIP -- new models and experiments: a technical report
Alex Shonenkov, Andrey Kuznetsov, Denis Dimitrov, Tatyana Shavrina, Daniil Chesakov, Anastasia Maltseva, Alena Fenogenova, Igor Pavlov, Anton Emelyanov, Sergey Markov, Daria Bakshandaeva, Vera Shybaeva, Andrey Chertok
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Inference
PDF
2022-02-22
Transporters with Visual Foresight for Solving Unseen Rearrangement Tasks
Hongtao Wu, Jikai Ye, Xin Meng, Chris Paxton, Gregory Chirikjian
arXiv_RO
arXiv_RO
Zero-Shot
Pose
Action
PDF
2022-02-22
nnSpeech: Speaker-Guided Conditional Variational Autoencoder for Zero-shot Multi-speaker Text-to-Speech
Botao Zhao, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
arXiv_SD
arXiv_SD
Zero-Shot
Speech
Pose
PDF
2022-02-22
It Takes Four to Tango: Multiagent Selfplay for Automatic Curriculum Generation
Yuqing Du, Pieter Abbeel, Aditya Grover
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
PDF
2022-02-19
Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection
Xinpeng Liu, Yong-Lu Li, Cewu Lu
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Action
Detection
Relation
Activity
PDF
2022-02-18
Automated Attack Synthesis by Extracting Finite State Machines from Protocol Specification Documents
Maria Leonor Pacheco, Max von Hippel, Ben Weintraub, Dan Goldwasser, Cristina Nita-Rotaru
arXiv_CL
arXiv_CL
Zero-Shot
Represenation_Learning
Action
PDF
2022-02-16
ADIMA: Abuse Detection In Multilingual Audio
Vikram Gupta, Rini Sharon, Ramit Sawhney, Debdoot Mukherjee
arXiv_CL
arXiv_CL
Recognition
OCR
Zero-Shot
Speech
Pose
Quantitative
Detection
Speech_Recognition
PDF
2022-02-16
ZeroGen: Efficient Zero-shot Learning via Dataset Generation
Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Text_Classification
RNN
Knowledge
Classification
Text_Generation
Inference
Language_Model
PDF
2022-02-15
Delving Deeper into Cross-lingual Visual Question Answering
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
arXiv_CV
arXiv_CV
Transformer
Embedding
Zero-Shot
Action
VQA
Few-Shot
QA
PDF
2022-02-15
Zero-Shot Assistance in Novel Decision Problems
Sebastiaan De Peuter, Samuel Kaski
arXiv_AI
arXiv_AI
Zero-Shot
PDF
2022-02-14
Transformer Memory as a Differentiable Search Index
Yi Tay, Vinh Q. Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Gupta, Tal Schuster, William W. Cohen, Donald Metzler
arXiv_AI
arXiv_AI
Transformer
Zero-Shot
PDF
2022-02-14
Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework
Jiaxi Gu, Xiaojun Meng, Guansong Lu, Lu Hou, Minzhe Niu, Hang Xu, Xiaodan Liang, Wei Zhang, Xin Jiang, Chunjing Xu
arXiv_CV
arXiv_CV
Zero-Shot
Classification
Image_Classification
PDF
2022-02-14
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?
Boshko Koloski, Senja Pollak, Blaž Škrlj, Matej Martinc
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Action
Detection
Language_Model
PDF
2022-02-12
Semantic-Oriented Unlabeled Priming for Large-Scale Language Models
Yanchen Liu, Timo Schick, Hinrich Schütze
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Language_Model
PDF
2022-02-12
End-to-end Reinforcement Learning of Robotic Manipulation with Robust Keypoints Representation
Tianying Wang, En Yen Puang, Marcus Lee, Yan Wu, Wei Jing
arXiv_CV
arXiv_CV
Reinforcement_Learning
Zero-Shot
Adversarial
Self-Supervised
Pose
Relation
PDF
2022-02-11
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification
Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han
arXiv_CL
arXiv_CL
Zero-Shot
Text_Classification
Pose
Contrastive_Learning
Face
Classification
PDF
2022-02-11
Unsupervised HDR Imaging: What Can Be Learned from a Single 8-bit Video?
Francesco Banterle, Demetris Marnerides, Kurt Debattista, Thomas Bashford-Rogers
arXiv_CV
arXiv_CV
Unsupervised
Zero-Shot
Knowledge
Pose
Deep_Learning
PDF
2022-02-11
WAD-CMSN: Wasserstein Distance based Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval
Guanglong Xu, Zhensheng Hu, Jia Cai
arXiv_CV
arXiv_CV
Zero-Shot
Sketch
Image_Retrieval
Knowledge
Adversarial
Pose
Attention
Matching
PDF
2022-02-10
Factored World Models for Zero-Shot Generalization in Robotic Manipulation
Ondrej Biza, Thomas Kipf, David Klee, Robert Platt, Jan-Willem van de Meent, Lawson L. S. Wong
arXiv_RO
arXiv_RO
Zero-Shot
Face
Action
Prediction
PDF
2022-02-10
InPars: Data Augmentation for Information Retrieval using Large Language Models
Luiz Bonifacio, Hugo Abonizio, Marzieh Fadaee, Rodrigo Nogueira
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Transfer_Learning
Zero-Shot
Self-Supervised
Pose
Few-Shot
Language_Model
PDF
2022-02-10
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction
Devansh Jain, Luis Espinosa Anke
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Relation
Language_Model
PDF
2022-02-10
Bias-Eliminated Semantic Refinement for Any-Shot Learning
Liangjun Feng, Chunhui Zhao, Xi Li
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Knowledge
Adversarial
Pose
Few-Shot
GAN
PDF
2022-02-10
AdaPrompt: Adaptive Model Training for Prompt-based NLP
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
arXiv_CL
arXiv_CL
Zero-Shot
Salient
Knowledge
Few-Shot
Attention
Inference
Language_Model
PDF
2022-02-09
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation
Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà
arXiv_CL
arXiv_CL
Segmentation
Zero-Shot
Speech
Pose
Inference
PDF
2022-02-09
Soft Robots Learn to Crawl: Jointly Optimizing Design and Control with Sim-to-Real Transfer
Charles Schaff, Audrey Sedal, Matthew R. Walter
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Optimization
Pose
PDF
2022-02-09
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Regularization
Classification
Few-Shot
Text_Generation
Language_Model
PDF
2022-02-07
Cedille: A large autoregressive French language model
Martin Müller, Florian Laurent
arXiv_CL
arXiv_CL
Zero-Shot
Few-Shot
Language_Model
PDF
2022-02-07
Red Teaming Language Models with Language Models
Ethan Perez, Saffron Huang, Francis Song, Trevor Cai, Roman Ring, John Aslanides, Amelia Glaese, Nat McAleese, Geoffrey Irving
arXiv_CL
arXiv_CL
Reinforcement_Learning
Zero-Shot
Language_Model
QA
PDF
2022-02-07
To Tune or Not To Tune? Zero-shot Models for Legal Case Entailment
Guilherme Moraes Rosa, Ruan Chaves Rodrigues, Roberto de Alencar Lotufo, Rodrigo Nogueira
arXiv_CL
arXiv_CL
Zero-Shot
Language_Model
PDF
2022-02-05
Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation
Ziad Al-Halah, Santhosh K. Ramakrishnan, Kristen Grauman
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
3D
Zero-Shot
Sketch
Action
PDF
2022-02-04
BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning
Eric Jang, Alex Irpan, Mohi Khansari, Daniel Kappler, Frederik Ebert, Corey Lynch, Sergey Levine, Chelsea Finn
arXiv_RO
arXiv_RO
Embedding
Zero-Shot
PDF
2022-02-04
The devil is in the labels: Semantic segmentation from sentences
Wei Yin, Yifan Liu, Chunhua Shen, Anton van den Hengel, Baichuan Sun
arXiv_CV
arXiv_CV
Segmentation
Embedding
Semantic_Segmentation
Zero-Shot
Pose
PDF
2022-02-04
Zero-Shot Aspect-Based Sentiment Analysis
Lei Shu, Jiahua Chen, Bing Liu, Hu Xu
arXiv_AI
arXiv_AI
Sentiment_Classification
Zero-Shot
Review
Pose
Action
Classification
Sentiment
Inference
PDF
2022-02-03
Boosting Monocular Depth Estimation with Sparse Guided Points
Guangkai Xu, Wei Yin, Hao Chen, Kai Cheng, Feng Zhao, Chunhua Shen
arXiv_CV
arXiv_CV
Reconstruction
3D
Zero-Shot
Sparse
Pose
Prediction
PDF
2022-02-03
mSLAM: Massively multilingual joint pre-training for speech and text
Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia, Melvin Johnson, Yong Cheng, Simran Khanuja, Jason Riesa, Alexis Conneau
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Speech
SLAM
Classification
Language_Model
PDF
2022-02-02
Lipschitz-constrained Unsupervised Skill Discovery
Seohong Park, Jongwook Choi, Jaekyeom Kim, Honglak Lee, Gunhee Kim
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Pose
PDF
2022-02-02
Co-training Improves Prompt-based Learning for Large Language Models
Hunter Lang, Monica Agrawal, Yoon Kim, David Sontag
arXiv_AI
arXiv_AI
Zero-Shot
Few-Shot
Language_Model
PDF
2022-02-01
Examining Scaling and Transfer of Language Model Architectures for Machine Translation
Biao Zhang, Behrooz Ghorbani, Ankur Bapna, Yong Cheng, Xavier Garcia, Jonathan Shen, Orhan Firat
arXiv_CL
arXiv_CL
Zero-Shot
Language_Model
PDF
2022-01-31
Compositional Multi-Object Reinforcement Learning with Linear Relation Networks
Davide Mambelli, Frederik Träuble, Stefan Bauer, Bernhard Schölkopf, Francesco Locatello
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Pose
Relation
Attention
PDF
2022-01-31
Causal Inference Principles for Reasoning about Commonsense Causality
Jiayao Zhang, Hongming Zhang, Dan Roth, Weijie J. Su
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Inference
Language_Model
PDF
2022-01-29
Learning to Coordinate with Humans using Action Features
Mingwei Ma, Jizhou Liu, Samuel Sokota, Max Kleiman-Weiner, Jakob Foerster
arXiv_AI
arXiv_AI
Zero-Shot
Action
Relation
Attention
PDF
2022-01-28
Any-Play: An Intrinsic Augmentation for Zero-Shot Coordination
Keane Lucas, Ross E. Allen
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Action
PDF
2022-01-28
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Junnan Li, Dongxu Li, Caiming Xiong, Steven Hoi
arXiv_CV
arXiv_CV
Image_Caption
Zero-Shot
Pose
VQA
Caption
QA
PDF
2022-01-28
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model
Shaden Smith, Mostofa Patwary, Brandon Norick, Patrick LeGresley, Samyam Rajbhandari, Jared Casper, Zhun Liu, Shrimai Prabhumoye, George Zerveas, Vijay Korthikanti, Elton Zhang, Rewon Child, Reza Yazdani Aminabadi, Julie Bernauer, Xia Song, Mohammad Shoeybi, Yuxiong He, Michael Houston, Saurabh Tiwary, Bryan Catanzaro
arXiv_CL
arXiv_CL
Transformer
3D
Zero-Shot
Pose
Few-Shot
Language_Model
PDF
2022-01-27
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulić
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
VQA
Few-Shot
PDF
2022-01-27
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation
Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Xin Wang, Jin Liu, Qun Liu, Xin Jiang
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Relation
Language_Model
PDF
2022-01-27
Learning How to Translate North Korean through South Korean
Hwichan Kim, Sangwhan Moon, Naoaki Okazaki, Mamoru Komachi
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2022-01-26
Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition
Piotr Żelasko, Siyuan Feng, Laureano Moro Velazquez, Ali Abavisani, Saurabhchand Bhati, Odette Scharenborg, Mark Hasegawa-Johnson, Najim Dehak
arXiv_CL
arXiv_CL
Unsupervised
Transfer_Learning
Recognition
Zero-Shot
Knowledge
Speech
Speech_Recognition
PDF
2022-01-26
Tackling data scarcity in speech translation using zero-shot multilingual machine translation techniques
Tu Anh Dinh, Danni Liu, Jan Niehues
arXiv_CL
arXiv_CL
Zero-Shot
Speech
Pose
Few-Shot
Attention
PDF
2022-01-26
How Robust are Discriminatively Trained Zero-Shot Learning Models?
Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu
arXiv_AI
arXiv_AI
Embedding
Enhancement
Zero-Shot
Adversarial
PDF
2022-01-26
CodeRetriever: Unimodal and Bimodal Contrastive Learning
Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Contrastive_Learning
QA
PDF
2022-01-25
DOM-LM: Learning Generalizable Representations for HTML Documents
Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Represenation_Learning
Self-Supervised
Action
Few-Shot
PDF
2022-01-25
Zero-Shot Long-Form Voice Cloning with Dynamic Convolution Attention
Artem Gorodetskii, Ivan Ozhiganov
arXiv_SD
arXiv_SD
Zero-Shot
Speech
Pose
Attention
PDF
2022-01-25
Zero-Shot Sketch Based Image Retrieval using Graph Transformer
Sumrit Gupta, Ushasi Chaudhuri, Biplab Banerjee
arXiv_CV
arXiv_CV
Transformer
Embedding
Zero-Shot
Sketch
Image_Retrieval
Pose
PDF
2022-01-23
An Application of Pseudo-Log-Likelihoods to Natural Language Scoring
Darren Abramson, Ali Emami
arXiv_AI
arXiv_AI
Recognition
Bert
Zero-Shot
Adversarial
Language_Model
PDF
2022-01-22
Visual Information Guided Zero-Shot Paraphrase Generation
Zhe Lin, Xiaojun Wan
arXiv_AI
arXiv_AI
Image_Caption
Zero-Shot
Pose
Attention
Caption
PDF
2022-01-22
Visual Representation Learning with Self-Supervised Attention for Low-Label High-data Regime
Prarthana Bhattacharyya, Chenge Li, Xiaonan Zhao, István Fehérvári, Jason Sun
arXiv_CV
arXiv_CV
Transformer
Embedding
Recognition
Zero-Shot
Represenation_Learning
Image_Retrieval
Self-Supervised
Classification
Few-Shot
Attention
Image_Classification
PDF
2022-01-21
Description-Driven Task-Oriented Dialog Modeling
Jeffrey Zhao, Raghav Gupta, Yuan Cao, Dian Yu, Mingqiu Wang, Harrison Lee, Abhinav Rastogi, Izhak Shafran, Yonghui Wu
arXiv_AI
arXiv_AI
Tracking
Zero-Shot
Pose
Ontology
PDF
2022-01-21
Environment Generation for Zero-Shot Compositional Reinforcement Learning
Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Sparse
Pose
PDF
2022-01-20
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models
Suraj Nair, Eugene Yang, Dawn Lawrie, Kevin Duh, Paul McNamee, Kenton Murray, James Mayfield, Douglas W. Oard
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
Zero-Shot
Matching
PDF
2022-01-20
DROPO: Sim-to-Real Transfer with Offline Domain Randomization
Gabriele Tiboni, Karol Arndt, Ville Kyrki
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Action
PDF
2022-01-20
Revisiting Weakly Supervised Pre-Training of Visual Perception Models
Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross Girshick, Piotr Dollár, Laurens van der Maaten
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Zero-Shot
Self-Supervised
PDF
2022-01-19
CM3: A Causal Masked Multimodal Model of the Internet
Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Zero-Shot
GAN
Summarization
Caption
Language_Model
PDF
2022-01-18
OSSID: Online Self-Supervised Instance Detection by Pose Estimation
Qiao Gu, Brian Okorn, David Held
arXiv_RO
arXiv_RO
Zero-Shot
Pose_Estimation
Self-Supervised
Pose
Detection
Object_Detection
Inference
PDF
2022-01-18
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents
Wenlong Huang, Pieter Abbeel, Deepak Pathak, Igor Mordatch
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Pose
Action
Language_Model
PDF
2022-01-18
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization
Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang
arXiv_CL
arXiv_CL
Zero-Shot
Pose
PDF
2022-01-17
BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR
Ushasi Chaudhuri, Ruchika Chavan, Biplab Banerjee, Anjan Dutta, Zeynep Akata
arXiv_CV
arXiv_CV
Zero-Shot
Sketch
Image_Retrieval
Adversarial
Pose
PDF
2022-01-16
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Few-Shot
Language_Model
PDF
2022-01-15
Towards Zero-shot Sign Language Recognition
Yunus Can Bilge, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Knowledge
Pose
Prediction
PDF
2022-01-14
Zero-Shot Machine Unlearning
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, Mohan Kankanhalli
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Pose
Deep_Learning
PDF
2022-01-14
HardBoost: Boosting Zero-Shot Learning with Hard Classes
Bo Liu, Lihua Hu, Zhanyi Hu, Qiulei Dong
arXiv_CV
arXiv_CV
Zero-Shot
Pose
PDF
2022-01-14
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer
Yinyi Wei, Tong Mo, Yongtao Jiang, Weiping Li, Wen Zhao
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Text_Classification
Knowledge
Pose
Contrastive_Learning
Classification
Few-Shot
Language_Model
PDF
2022-01-13
CLIP-Event: Connecting Text and Images with Event Structures
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
arXiv_AI
arXiv_AI
Zero-Shot
Image_Retrieval
Knowledge
Pose
Contrastive_Learning
Action
PDF
2022-01-13
BridgeFormer: Bridging Video-text Retrieval with Multiple Choice Questions
Yuying Ge, Yixiao Ge, Xihui Liu, Dian Li, Ying Shan, Xiaohu Qie, Ping Luo
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Action_Recognition
Action
Attention
Video_Retrieval
PDF
2022-01-11
Combining Learning-based Locomotion Policy with Model-based Manipulation for Legged Mobile Manipulators
Yuntao Ma, Farbod Farshidian, Takahiro Miki, Joonho Lee, Marco Hutter
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Prediction
PDF
2022-01-11
MR-SVS: Singing Voice Synthesis with Multi-Reference Encoder
Shoutong Wang, Jinglin Liu, Yi Ren, Zhen Wang, Changliang Xu, Zhou Zhao
arXiv_SD
arXiv_SD
Embedding
Zero-Shot
Pose
Face
PDF
2022-01-10
Language-driven Semantic Segmentation
Boyi Li, Kilian Q. Weinberger, Serge Belongie, Vladlen Koltun, René Ranftl
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Semantic_Segmentation
Zero-Shot
Few-Shot
PDF
2022-01-09
Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic
Simon Lupart, Benoit Favre, Vassilina Nikoulina, Salah Ait-Mokhtar
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Classification
Relation
Few-Shot
Medical
PDF
2022-01-08
RARA: Zero-shot Sim2Real Visual Navigation with Following Foreground Cues
Klaas Kelchtermans, Tinne Tuytelaars
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Regularization
Action
Quantitative
PDF
2022-01-07
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound
Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi
arXiv_CL
arXiv_CL
Video_Caption
Zero-Shot
Knowledge
Pose
VQA
Prediction
QA
PDF
2022-01-06
Self-Training Vision Language BERTs with a Unified Conditional Model
Xiaofeng Yang, Fengmao Lv, Fayao Liu, Guosheng Lin
arXiv_CV
arXiv_CV
Bert
Zero-Shot
Self-Supervised
Pose
Caption
PDF
2022-01-06
Balancing Generalization and Specialization in Zero-shot Learning
Yun Li, Zhe Liu, Lina Yao, Xiaojun Chang
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Classification
PDF
2022-01-05
Learning Semantic Ambiguities for Zero-Shot Learning
Celina Hanouti, Hervé Le Borgne
arXiv_CV
arXiv_CV
Zero-Shot
Regularization
Pose
PDF
2022-01-05
Debiased Learning from Naturally Imbalanced Pseudo-Labels for Zero-Shot and Semi-Supervised Learning
Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu
arXiv_CL
arXiv_CL
Zero-Shot
Pose
PDF
2022-01-05
Self-Supervised Approach to Addressing Zero-Shot Learning Problem
Ademola Okerinde, Sam Hoggatt, Divya Vani Lakkireddy, Nolan Brubaker, William Hsu, Lior Shamir, Brian Spiseman
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Self-Supervised
PDF
2022-01-04
Using Simulation Optimization to Improve Zero-shot Policy Transfer of Quadrotors
Sven Gronauer, Matthias Kissel, Luca Sacchetto, Mathias Korte, Klaus Diepold
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Optimization
Drone
PDF
2022-01-04
ZeroBERTo -- Leveraging Zero-Shot Text Classification by Topic Modeling
Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber, Enzo Bustos, André Seidel Oliveira, Bruno Miguel Veloso, Fabio Levy Siqueira, Anna Helena Reali Costa
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Bert
Zero-Shot
Text_Classification
Pose
Classification
Language_Model
PDF
2022-01-03
Semantically Grounded Visual Embeddings for Zero-Shot Learning
Shah Nawaz, Jacopo Cavazza, Alessio Del Bue
arXiv_CV
arXiv_CV
Embedding
Recognition
Zero-Shot
Pose
Caption
Language_Model
PDF
2022-01-03
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction
Benjamin Hilprecht, Carsten Binnig
arXiv_AI
arXiv_AI
Zero-Shot
Few-Shot
Prediction
PDF
2022-01-01
Operator Deep Q-Learning: Zero-Shot Reward Transferring in Reinforcement Learning
Ziyang Tang, Yihao Feng, Qiang Liu
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Optimization
Pose
PDF
2022-01-01
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization
Zi-Yi Dou, Nanyun Peng
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Text_Classification
Optimization
Knowledge
Pose
Action
Classification
Relation
Relation_Extraction
Language_Model
Prediction
QA
PDF
2022-01-01
Robust Region Feature Synthesizer for Zero-Shot Object Detection
Peiliang Huang, Junwei Han, De Cheng, Dingwen Zhang
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Detection
Relation
Object_Detection
PDF
2021-12-30
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation
Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
3D
Zero-Shot
Represenation_Learning
Pose
Few-Shot
PDF
2021-12-29
A Simple Baseline for Zero-shot Semantic Segmentation with Pre-trained Vision-language Model
Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Han Hu, Xiang Bai
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Recognition
Zero-Shot
Classification
Detection
Object_Detection
Image_Classification
Language_Model
PDF
2021-12-29
Semantic Feature Extraction for Generalized Zero-shot Learning
Junhan Kim, Kyuhong Shim, Byonghyo Shim
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Action
Classification
Deep_Learning
Relation
PDF
2021-12-27
A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision
Ajinkya Tejankar, Ajinkya Tejankar, Bichen Wu, Saining Xie, Madian Khabsa, Hamed Pirsiavash, Hamed Firooz
arXiv_CV
arXiv_CV
Image_Caption
Recognition
Zero-Shot
Classification
Caption
Image_Classification
PDF
2021-12-27
What do Large Language Models Learn about Scripts?
Abhilasha Sancheti, Rachel Rudinger
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Pose
Language_Model
PDF
2021-12-27
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
John Lambert, Zhuang Liu, Ozan Sener, James Hays, Vladlen Koltun
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Zero-Shot
PDF
2021-12-25
CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form Extraction
Nithish Kannen, Divyanshu Sheth, Abhranil Chandra, Shubhraneel Pal
arXiv_AI
arXiv_AI
Transformer
Bert
Zero-Shot
Knowledge
Adversarial
Pose
Action
Language_Model
PDF
2021-12-24
Domain-Aware Continual Zero-Shot Learning
Kai Yi, Mohamed Elhoseiny
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Adversarial
Pose
Prediction
PDF
2021-12-24
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification
Zhiyu Fang, Xiaobin Zhu, Chun Yang, Zheng Han, Jingyan Qin, Xu-Cheng Yin
arXiv_CV
arXiv_CV
Embedding
Enhancement
Zero-Shot
Pose
Classification
PDF
2021-12-23
SLIP: Self-supervision meets Language-Image Pre-training
Norman Mu, Alexander Kirillov, David Wagner, Saining Xie
arXiv_CV
arXiv_CV
Transformer
Recognition
Zero-Shot
Represenation_Learning
Self-Supervised
Classification
PDF
2021-12-23
Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation
Xiaojie Zhao, Yuming Shen, Shidong Wang, Haofeng Zhang
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Classification
PDF
2021-12-22
Open-Vocabulary Image Segmentation
Golnaz Ghiasi, Xiuye Gu, Yin Cui, Tsung-Yi Lin
arXiv_CV
arXiv_CV
Segmentation
Zero-Shot
Pose
GAN
Caption
PDF
2021-12-22
Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination
Rui Zhao, Jinming Song, Hu Haifeng, Yang Gao, Yi Wu, Zhongqian Sun, Yang Wei
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
PDF
2021-12-21
Supervised Graph Contrastive Pretraining for Text Classification
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
arXiv_CL
arXiv_CL
Transformer
Embedding
Unsupervised
Zero-Shot
Text_Classification
Knowledge
Pose
Contrastive_Learning
Classification
PDF
2021-12-21
Transferable End-to-end Room Layout Estimation via Implicit Encoding
Hao Zhao, Rene Ranftl, Yurong Chen, Hongbin Zha
arXiv_CV
arXiv_CV
3D
Zero-Shot
Pose
Action
Prediction
PDF
2021-12-21
On Cross-Lingual Retrieval with Multilingual Text Encoders
Robert Litschko, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Zero-Shot
Matching
PDF
2021-12-20
Translational Concept Embedding for Generalized Compositional Zero-shot Learning
He Huang, Wei Tang, Jiawei Zhang, Philip S. Yu
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Classification
PDF
2021-12-20
Few-shot Learning with Multilingual Language Models
Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona Diab, Veselin Stoyanov, Xian Li
arXiv_AI
arXiv_AI
Zero-Shot
Speech
Face
Detection
Few-Shot
Inference
Language_Model
PDF
2021-12-18
Low-resource Learning with Knowledge Graphs: A Comprehensive Survey
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen
arXiv_AI
arXiv_AI
Zero-Shot
Optimization
Knowledge
Review
Knowledge_Graph
Survey
Few-Shot
Prediction
PDF
2021-12-18
Prompt-Based Multi-Modal Image Segmentation
Timo Lüddecke, Alexander S. Ecker
arXiv_CV
arXiv_CV
Transformer
Segmentation
Zero-Shot
Pose
Prediction
PDF
2021-12-18
Tell me what you see: A zero-shot action recognition method based on natural language descriptions
Valter Estevam, Rayson Laroca, David Menotti, Helio Pedrini
arXiv_CV
arXiv_CV
Embedding
Recognition
Video_Caption
Bert
Zero-Shot
Pose
Action_Recognition
Action
Classification
Detection
Relation
Caption
PDF
2021-12-18
Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages
Hariom A. Pandya, Bhavik Ardeshna, Dr. Brijesh S. Bhatt
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Zero-Shot
Pose
QA
PDF
2021-12-17
Improving Multi-Domain Generalization through Domain Re-labeling
Kowshik Thopalli, Sameeksha Katoch, Andreas Spanias, Pavan Turaga, Jayaraman J. Thiagarajan
arXiv_CV
arXiv_CV
Zero-Shot
Optimization
PDF
2021-12-17
Soundify: Matching Sound Effects to Video
David Chuan-En Lin, Anastasis Germanidis, Cristóbal Valenzuela, Yining Shi, Nikolas Martelaro
arXiv_CV
arXiv_CV
Zero-Shot
Classification
Detection
Object_Detection
Image_Classification
Matching
PDF
2021-12-17
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation
Bichen Wu, Ruizhe Cheng, Peizhao Zhang, Peter Vajda, Joseph E. Gonzalez
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
Pose
Contrastive_Learning
Caption
PDF
2021-12-17
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers
Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian
arXiv_CV
arXiv_CV
Transformer
Restoration
Zero-Shot
Self-Supervised
Pose
Denoising
Attention
PDF
2021-12-16
RegionCLIP: Region-based Language-Image Pretraining
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
arXiv_AI
arXiv_AI
Transfer_Learning
Zero-Shot
Pose
Classification
Detection
Object_Detection
Caption
Image_Classification
Inference
PDF
2021-12-16
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer
Yanpeng Zhao, Jack Hessel, Youngjae Yu, Ximing Lu, Rowan Zellers, Yejin Choi
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Classification
Caption
PDF
2021-12-16
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics
Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
Few-Shot
Text_Generation
Language_Model
PDF
2021-12-16
MAVE: A Product Dataset for Multi-source Attribute Value Extraction
Li Yang, Qifan Wang, Zac Yu, Anand Kulkarni, Sumit Sanghai, Bin Shu, Jon Elsas, Bhargav Kanagal
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
Recommendation
PDF
2021-12-16
DREAM: Uncovering Mental Models behind Language Models
Yuling Gu, Bhavana Dalvi Mishra, Peter Clark
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Language_Model
QA
PDF
2021-12-16
Extreme Zero-Shot Learning for Extreme Text Classification
Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon
arXiv_CL
arXiv_CL
Transformer
Embedding
Zero-Shot
Text_Classification
Regularization
Self-Supervised
Pose
Face
Classification
Few-Shot
PDF
2021-12-16
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning
Shiming Chen, Ziming Hong, Guo-Sen Xie, Jian Zhao, Xinge You, Shuicheng Yan, Ling Shao
arXiv_AI
arXiv_AI
Transformer
Embedding
Recognition
Zero-Shot
Knowledge
Pose
Relation
Attention
PDF
2021-12-16
Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation
Giscard Biamby, Grace Luo, Trevor Darrell, Anna Rohrbach
arXiv_CV
arXiv_CV
Zero-Shot
Detection
Caption
PDF
2021-12-16
NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge
Revanth Gangi Reddy, Sai Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn S. Conger, Ahmed S. Elsayed, Martha Palmer, Heng Ji
arXiv_AI
arXiv_AI
Zero-Shot
Knowledge
Action
Detection
PDF
2021-12-15
Is 'my favorite new movie' my favorite movie? Probing the Understanding of Recursive Noun Phrases
Qing Lyu, Hua Zheng, Daoxin Li, Li Zhang, Marianna Apidianaki, Chris Callison-Burch
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Knowledge
Detection
Language_Model
PDF
2021-12-15
Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval
Zongheng Huang, YiFan Sun, Chuchu Han, Changxin Gao, Nong Sang
arXiv_CV
arXiv_CV
Zero-Shot
Sketch
Image_Retrieval
Classification
PDF
2021-12-15
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation
Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden, Zhou Yu, Jianfeng Gao
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Few-Shot
Language_Model
PDF
2021-12-15
Decoupling Zero-Shot Semantic Segmentation
Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Zero-Shot
Knowledge
Pose
Classification
Language_Model
PDF
2021-12-15
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data
Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-kirkpatrick, Shlomo Dubnov
arXiv_AI
arXiv_AI
Transformer
Embedding
Zero-Shot
Pose
Face
Deep_Learning
Detection
PDF
2021-12-15
Knowledge-Rich Self-Supervised Entity Linking
Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Self-Supervised
Ontology
Contrastive_Learning
Face
Classification
Few-Shot
Medical
Inference
PDF
2021-12-14
Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection
Vijit Malik, Ayush Kumar, Jithendra Veppa
arXiv_CL
arXiv_CL
Zero-Shot
Optimization
Pose
Detection
Few-Shot
Inference
PDF
2021-12-14
CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations
Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez
arXiv_CV
arXiv_CV
Transfer_Learning
Zero-Shot
Optimization
Represenation_Learning
Pose
Contrastive_Learning
Classification
Caption
PDF
2021-12-13
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathy Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V Le, Yonghui Wu, Zhifeng Chen, Claire Cui
arXiv_CL
arXiv_CL
Zero-Shot
Sparse
Pose
Inference
Language_Model
PDF
2021-12-10
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Matching
PDF
2021-12-10
Analysis and Prediction of NLP Models Via Task Embeddings
Damien Sileo, Marie-Francine Moens
arXiv_CL
arXiv_CL
Transformer
Embedding
Transfer_Learning
Zero-Shot
Pose
Inference
Prediction
PDF
2021-12-10
Zero-Shot Uncertainty-Aware Deployment of Simulation Trained Policies on Real-World Robots
Krishan Rana, Vibhavari Dasagi, Jesse Haviland, Ben Talbot, MIchael Milford, Niko Sünderhauf
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Pose
PDF
2021-12-09
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions
Rameen Abdal, Peihao Zhu, John Femiani, Niloy J. Mitra, Peter Wonka
arXiv_CV
arXiv_CV
Unsupervised
Zero-Shot
Pose
Action
GAN
PDF
2021-12-09
Few-Shot Keypoint Detection as Task Adaptation via Latent Embeddings
Mel Vecerik, Jackie Kay, Raia Hadsell, Lourdes Agapito, Jon Scholz
arXiv_CV
arXiv_CV
Embedding
Tracking
Zero-Shot
Sparse
Object_Tracking
Detection
Few-Shot
PDF
2021-12-08
Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation
Jiaying Gong, Hoda Eldardiry
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Classification
Relation
PDF
2021-12-08
Prompting Visual-Language Models for Efficient Video Understanding
Chen Ju, Tengda Han, Kunhao Zheng, Ya Zhang, Weidi Xie
arXiv_CV
arXiv_CV
Transformer
Recognition
Video_Caption
Zero-Shot
Pose
Action_Recognition
Action
Few-Shot
Language_Model
Video_Retrieval
PDF
2021-12-08
Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval
Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Hilde Kuehne
arXiv_CV
arXiv_CV
Transformer
Embedding
Zero-Shot
Action_Localization
Pose
Action
Classification
Attention
Video_Retrieval
PDF
2021-12-08
Training Robust Zero-Shot Voice Conversion Models with Self-supervised Features
Trung Dang, Dung Tran, Peter Chin, Kazuhito Koishida
arXiv_SD
arXiv_SD
Embedding
Unsupervised
Zero-Shot
Speech
Self-Supervised
Classification
PDF
2021-12-08
Zero-Shot Recommendation as Language Modeling
Damien Sileo, Wout Vossen, Robbe Raymaekers
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Language_Model
Recommendation
PDF
2021-12-07
Multinational Address Parsing: A Zero-Shot Evaluation
Marouane Yassine, David Beauchemin, François Laviolette, Luc Lamontagne
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Knowledge
Adversarial
Pose
Deep_Learning
Attention
PDF
2021-12-07
Grounded Language-Image Pre-training
Liunian Harold Li, Pengchuan Zhang, Haotian Zhang, Jianwei Yang, Chunyuan Li, Yiwu Zhong, Lijuan Wang, Lu Yuan, Lei Zhang, Jenq-Neng Hwang, Kai-Wei Chang, Jianfeng Gao
arXiv_AI
arXiv_AI
Recognition
Zero-Shot
Detection
Few-Shot
Object_Detection
PDF
2021-12-06
CALVIN: A Benchmark for Language-conditioned Policy Learning for Long-horizon Robot Manipulation Tasks
Oier Mees, Lukas Hermann, Erick Rosete-Beas, Wolfram Burgard
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Action
PDF
2021-12-06
Zero-shot hashtag segmentation for multilingual sentiment analysis
Ruan Chaves Rodrigues, Marcelo Akira Inuzuka, Juliana Resplande Sant'Anna Gomes, Acquila Santos Rocha, Iacer Calixto, Hugo Alexandre Dantas do Nascimento
arXiv_CL
arXiv_CL
Segmentation
Zero-Shot
Speech
Detection
Sentiment
Language_Model
PDF
2021-12-06
Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization
Yunhao Ge, Zhi Xu, Yao Xiao, Gan Xin, Yunkui Pang, Laurent Itti
arXiv_CV
arXiv_CV
Zero-Shot
Represenation_Learning
Regularization
Pose
Quantitative
GAN
PDF
2021-12-06
Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Conquers All StarCraftII Tasks
Linghui Meng, Muning Wen, Yaodong Yang, Chenyang Le, Xiyun Li, Weinan Zhang, Ying Wen, Haifeng Zhang, Jun Wang, Bo Xu
arXiv_AI
arXiv_AI
Transformer
Enhancement
Reinforcement_Learning
Zero-Shot
Knowledge
Pose
Action
PDF
2021-12-06
A Generalized Zero-Shot Quantization of Deep Convolutional Neural Networks via Learned Weights Statistics
Prasen Kumar Sharma, Arun Abraham, Vikram Nelvoy Rajendiran
arXiv_CV
arXiv_CV
Quantization
Zero-Shot
Knowledge
Pose
Classification
CNN
Inference
PDF
2021-12-06
A Survey of Deep Learning for Low-Shot Object Detection
Qihan Huang, Haofei Zhang, Jie Song, Mingli Song
arXiv_CV
arXiv_CV
Zero-Shot
Review
Survey
Deep_Learning
Detection
Few-Shot
Object_Detection
PDF
2021-12-05
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification
Zhenhailong Wang, Heng Ji
arXiv_AI
arXiv_AI
Sentiment_Classification
Zero-Shot
Pose
Classification
Sentiment
Language_Model
PDF
2021-12-04
Emojich -- zero-shot emoji generation using Russian language: a technical report
Alex Shonenkov (1 and 2), Daria Bakshandaeva (1), Denis Dimitrov (1), Aleksandr Nikolich (1) ((1) Sber AI, (2) MIPT)
arXiv_AI
arXiv_AI
Zero-Shot
Caption
PDF
2021-12-04
YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone
Edresson Casanova, Julian Weber, Christopher Shulby, Arnaldo Candido Junior, Eren Gölge, Moacir Antonelli Ponti
arXiv_CL
arXiv_CL
Zero-Shot
Speech
PDF
2021-12-04
PointCLIP: Point Cloud Understanding by CLIP
Renrui Zhang, Ziyu Guo, Wei Zhang, Kunchang Li, Xupeng Miao, Bin Cui, Yu Qiao, Peng Gao, Hongsheng Li
arXiv_AI