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Learning Transferable Visual Models From Natural Language Supervision

Learning Transferable Visual Models From Natural Language Supervision

26 February 2021
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
Sandhini Agarwal
Girish Sastry
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
    CLIP
    VLM
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Papers citing "Learning Transferable Visual Models From Natural Language Supervision"

50 / 8,869 papers shown
Title
One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data
One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data
Simone Luetto
Fabrizio Garuti
E. Sangineto
L. Forni
Rita Cucchiara
LMTD
AI4TS
79
10
0
13 Feb 2023
SemanticAC: Semantics-Assisted Framework for Audio Classification
SemanticAC: Semantics-Assisted Framework for Audio Classification
Yicheng Xiao
Yue Ma
Shuyan Li
Hantao Zhou
Ran Liao
Xiu Li
13
8
0
12 Feb 2023
LipLearner: Customizable Silent Speech Interactions on Mobile Devices
LipLearner: Customizable Silent Speech Interactions on Mobile Devices
Zixiong Su
Shitao Fang
Jun Rekimoto
16
26
0
12 Feb 2023
Flexible-modal Deception Detection with Audio-Visual Adapter
Flexible-modal Deception Detection with Audio-Visual Adapter
Zhaoxu Li
Zitong Yu
Nithish Muthuchamy Selvaraj
Xiaobao Guo
Bingquan Shen
A. Kong
Alex C. Kot
19
2
0
11 Feb 2023
Scaling Vision Transformers to 22 Billion Parameters
Scaling Vision Transformers to 22 Billion Parameters
Mostafa Dehghani
Josip Djolonga
Basil Mustafa
Piotr Padlewski
Jonathan Heek
...
Mario Luvcić
Xiaohua Zhai
Daniel Keysers
Jeremiah Harmsen
N. Houlsby
MLLM
61
569
0
10 Feb 2023
End-to-end Semantic Object Detection with Cross-Modal Alignment
End-to-end Semantic Object Detection with Cross-Modal Alignment
Silvan Ferreira
Allan Martins
Ivan S. S. Silva
ObjD
16
0
0
10 Feb 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick
Pierre Harvey Richemond
Allison C. Tam
Yunhao Tang
Florian Strub
Bilal Piot
Felix Hill
SSL
26
9
0
09 Feb 2023
A Text-guided Protein Design Framework
A Text-guided Protein Design Framework
Shengchao Liu
Yanjing Li
Zhuoxinran Li
A. Gitter
Yutao Zhu
...
Arvind Ramanathan
Chaowei Xiao
Jian Tang
Hongyu Guo
Anima Anandkumar
60
61
0
09 Feb 2023
Prompting for Multimodal Hateful Meme Classification
Prompting for Multimodal Hateful Meme Classification
Rui Cao
Roy Ka-Wei Lee
Wen-Haw Chong
Jing Jiang
VLM
17
74
0
08 Feb 2023
Zero-shot Generation of Coherent Storybook from Plain Text Story using
  Diffusion Models
Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models
Hyeonho Jeong
Gihyun Kwon
Jong Chul Ye
24
20
0
08 Feb 2023
SimCon Loss with Multiple Views for Text Supervised Semantic
  Segmentation
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation
Yash J. Patel
Yusheng Xie
Yi Zhu
Srikar Appalaraju
R. Manmatha
19
4
0
07 Feb 2023
AIM: Adapting Image Models for Efficient Video Action Recognition
AIM: Adapting Image Models for Efficient Video Action Recognition
Taojiannan Yang
Yi Zhu
Yusheng Xie
Aston Zhang
C. L. P. Chen
Mu Li
ViT
39
143
0
06 Feb 2023
Structure and Content-Guided Video Synthesis with Diffusion Models
Structure and Content-Guided Video Synthesis with Diffusion Models
Patrick Esser
Johnathan Chiu
Parmida Atighehchian
Jonathan Granskog
Anastasis Germanidis
DiffM
VGen
50
506
0
06 Feb 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative
  Models in Engineering Design
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design
Lyle Regenwetter
Akash Srivastava
Dan Gutfreund
Faez Ahmed
11
27
0
06 Feb 2023
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale
  Image-Text Retrieval
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval
Ziyang Luo
Pu Zhao
Can Xu
Xiubo Geng
Tao Shen
Chongyang Tao
Jing Ma
Qingwen Lin
Daxin Jiang
VLM
CLIP
17
3
0
06 Feb 2023
Perception Datasets for Anomaly Detection in Autonomous Driving: A
  Survey
Perception Datasets for Anomaly Detection in Autonomous Driving: A Survey
Daniel Bogdoll
Svenja Uhlemeyer
K. Kowol
J. Marius Zöllner
17
19
0
06 Feb 2023
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
Zachary Novack
Julian McAuley
Zachary Chase Lipton
Saurabh Garg
VLM
19
79
0
06 Feb 2023
Mixture of Diffusers for scene composition and high resolution image
  generation
Mixture of Diffusers for scene composition and high resolution image generation
Á. Jiménez
DiffM
13
45
0
05 Feb 2023
Eliminating Contextual Prior Bias for Semantic Image Editing via
  Dual-Cycle Diffusion
Eliminating Contextual Prior Bias for Semantic Image Editing via Dual-Cycle Diffusion
Zuopeng Yang
Tianshu Chu
Xin Lin
Erdun Gao
Daqing Liu
J. Yang
Chaoyue Wang
DiffM
21
16
0
05 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided
  by Generative Pretraining
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining
Zekun Qi
Runpei Dong
Guo Fan
Zheng Ge
Xiangyu Zhang
Kaisheng Ma
Li Yi
28
117
0
05 Feb 2023
Lexical Simplification using multi level and modular approach
Lexical Simplification using multi level and modular approach
Nikita Katyal
P. Rajpoot
24
0
0
03 Feb 2023
TEXTure: Text-Guided Texturing of 3D Shapes
TEXTure: Text-Guided Texturing of 3D Shapes
Elad Richardson
G. Metzer
Yuval Alaluf
Raja Giryes
Daniel Cohen-Or
DiffM
31
258
0
03 Feb 2023
Describe, Explain, Plan and Select: Interactive Planning with Large
  Language Models Enables Open-World Multi-Task Agents
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents
Zihao Wang
Shaofei Cai
Guanzhou Chen
Anji Liu
Xiaojian Ma
Yitao Liang
LM&Ro
LLMAG
55
315
0
03 Feb 2023
Multiple Thinking Achieving Meta-Ability Decoupling for Object
  Navigation
Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation
Ronghao Dang
Lu Chen
Liuyi Wang
Zongtao He
Chengju Liu
Qi Chen
LRM
17
8
0
03 Feb 2023
IC3: Image Captioning by Committee Consensus
IC3: Image Captioning by Committee Consensus
David M. Chan
Austin Myers
Sudheendra Vijayanarasimhan
David A. Ross
John F. Canny
19
17
0
02 Feb 2023
A Survey on Efficient Training of Transformers
A Survey on Efficient Training of Transformers
Bohan Zhuang
Jing Liu
Zizheng Pan
Haoyu He
Yuetian Weng
Chunhua Shen
18
47
0
02 Feb 2023
Meta Learning in Decentralized Neural Networks: Towards More General AI
Meta Learning in Decentralized Neural Networks: Towards More General AI
Yuwei Sun
OOD
19
1
0
02 Feb 2023
CLIPood: Generalizing CLIP to Out-of-Distributions
CLIPood: Generalizing CLIP to Out-of-Distributions
Yang Shu
Xingzhuo Guo
Jialong Wu
Ximei Wang
Jianmin Wang
Mingsheng Long
OODD
VLM
41
74
0
02 Feb 2023
Leveraging Task Dependency and Contrastive Learning for Case Outcome
  Classification on European Court of Human Rights Cases
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases
Santosh T.Y.S.S
Santosh T.Y.S.S
Phillip Kemper
Matthias Grabmair
AILaw
40
13
0
01 Feb 2023
Test-Time Amendment with a Coarse Classifier for Fine-Grained
  Classification
Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification
Kanishk Jain
Shyamgopal Karthik
Vineet Gandhi
11
5
0
01 Feb 2023
Towards Label-Efficient Incremental Learning: A Survey
Towards Label-Efficient Incremental Learning: A Survey
Mert Kilickaya
Joost van de Weijer
Yuki M. Asano
CLL
20
4
0
01 Feb 2023
The geometry of hidden representations of large transformer models
The geometry of hidden representations of large transformer models
L. Valeriani
Diego Doimo
F. Cuturello
A. Laio
A. Ansuini
Alberto Cazzaniga
MILM
19
48
0
01 Feb 2023
Learning Generalized Zero-Shot Learners for Open-Domain Image
  Geolocalization
Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization
Lukas Haas
Silas Alberti
Michal Skreta
VLM
18
21
0
01 Feb 2023
Debiasing Vision-Language Models via Biased Prompts
Debiasing Vision-Language Models via Biased Prompts
Ching-Yao Chuang
Varun Jampani
Yuanzhen Li
Antonio Torralba
Stefanie Jegelka
VLM
23
96
0
31 Jan 2023
Extracting Training Data from Diffusion Models
Extracting Training Data from Diffusion Models
Nicholas Carlini
Jamie Hayes
Milad Nasr
Matthew Jagielski
Vikash Sehwag
Florian Tramèr
Borja Balle
Daphne Ippolito
Eric Wallace
DiffM
55
569
0
30 Jan 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object
  Navigation
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
KAI-QING Zhou
Kai Zheng
Connor Pryor
Yilin Shen
Hongxia Jin
Lise Getoor
X. Wang
16
107
0
30 Jan 2023
Advancing Radiograph Representation Learning with Masked Record Modeling
Advancing Radiograph Representation Learning with Masked Record Modeling
Hong-Yu Zhou
Chenyu Lian
Lian-cheng Wang
Yizhou Yu
MedIm
20
55
0
30 Jan 2023
Contrastive Meta-Learning for Partially Observable Few-Shot Learning
Contrastive Meta-Learning for Partially Observable Few-Shot Learning
Adam Jelley
Amos Storkey
Antreas Antoniou
Sam Devlin
11
6
0
30 Jan 2023
Language-Driven Anchors for Zero-Shot Adversarial Robustness
Language-Driven Anchors for Zero-Shot Adversarial Robustness
Xiao-Li Li
Wei Emma Zhang
Yining Liu
Zhan Hu
Bo-Wen Zhang
Xiaolin Hu
26
8
0
30 Jan 2023
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens
Chen Chen
Bowen Zhang
Liangliang Cao
Jiguang Shen
Tom Gunter
Albin Madappally Jose
Alexander Toshev
Jonathon Shlens
Ruoming Pang
Yinfei Yang
VLM
3DV
12
13
0
30 Jan 2023
Benchmarking Robustness to Adversarial Image Obfuscations
Benchmarking Robustness to Adversarial Image Obfuscations
Florian Stimberg
Ayan Chakrabarti
Chun-Ta Lu
Hussein Hazimeh
Otilia Stretcu
...
Merve Kaya
Cyrus Rashtchian
Ariel Fuxman
Mehmet Tek
Sven Gowal
AAML
24
10
0
30 Jan 2023
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis
Ming Tao
Bingkun Bao
Hao Tang
Changsheng Xu
DiffM
VLM
58
100
0
30 Jan 2023
Extremal Domain Translation with Neural Optimal Transport
Extremal Domain Translation with Neural Optimal Transport
Milena Gazdieva
Alexander Korotin
Daniil Selikhanovych
Evgeny Burnaev
OT
18
11
0
30 Jan 2023
Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text
  Retrieval
Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval
Yizhen Chen
Jie Wang
Lijian Lin
Zhongang Qi
Jin Ma
Ying Shan
VLM
16
18
0
30 Jan 2023
A Closer Look at Few-shot Classification Again
A Closer Look at Few-shot Classification Again
Xu Luo
Hao Wu
Ji Zhang
Lianli Gao
Jing Xu
Jingkuan Song
22
48
0
28 Jan 2023
CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated
  Learning
CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning
Peng Zhang
Yingbo Zhou
Ming Hu
Xin Fu
Xian Wei
Mingsong Chen
FedML
11
1
0
28 Jan 2023
Deciphering the Projection Head: Representation Evaluation
  Self-supervised Learning
Deciphering the Projection Head: Representation Evaluation Self-supervised Learning
Jiajun Ma
Tianyang Hu
Wenjia Wang
15
8
0
28 Jan 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical
  Texts
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts
Minghao Xu
Xinyu Yuan
Santiago Miret
Jian Tang
AI4TS
17
93
0
28 Jan 2023
Learning the Effects of Physical Actions in a Multi-modal Environment
Learning the Effects of Physical Actions in a Multi-modal Environment
Gautier Dagan
Frank Keller
A. Lascarides
LM&Ro
25
3
0
27 Jan 2023
Bayesian Self-Supervised Contrastive Learning
Bayesian Self-Supervised Contrastive Learning
B. Liu
Bang-wei Wang
Tianrui Li
SSL
BDL
16
4
0
27 Jan 2023
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