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1708.06975
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Generating Visual Representations for Zero-Shot Classification
23 August 2017
Max Bucher
Stéphane Herbin
F. Jurie
VLM
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Papers citing
"Generating Visual Representations for Zero-Shot Classification"
50 / 81 papers shown
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning
William Heyden
Habib Ullah
M. Salman Siddiqui
Fadi Al Machot
DiffM
605
0
0
31 Aug 2024
Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning
Xiangyang Qu
Jing Yu
Keke Gai
Jiamin Zhuang
Yuanmin Tang
Gang Xiong
Gaopeng Gou
Qi Wu
392
5
0
22 Jul 2024
Text-centric Alignment for Multi-Modality Learning
Yun-Da Tsai
Ting-Yu Yen
Pei-Fu Guo
Zhe-Yan Li
Shou-De Lin
302
12
0
12 Feb 2024
Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information
International Conference on Learning Representations (ICLR), 2024
Linfeng Ye
Shayan Mohajer Hamidi
Renhao Tan
En-Hui Yang
VLM
384
27
0
16 Jan 2024
Telling Stories for Common Sense Zero-Shot Action Recognition
Asian Conference on Computer Vision (ACCV), 2023
Shreyank N. Gowda
Carolina Scarton
LM&Ro
260
5
0
29 Sep 2023
Introducing Language Guidance in Prompt-based Continual Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Muhammad Gul Zain Ali Khan
Muhammad Ferjad Naeem
Luc Van Gool
D. Stricker
F. Tombari
Muhammad Zeshan Afzal
VLM
CLL
250
70
0
30 Aug 2023
See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data
IEEE International Conference on Computer Vision (ICCV), 2023
Yuhang Lu
Qingnan Jiang
Runnan Chen
Yuenan Hou
Xinge Zhu
Yuexin Ma
3DPC
250
30
0
20 Jul 2023
An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning
IEEE Access (IEEE Access), 2023
William Heyden
Habib Ullah
M. Salman Siddiqui
Fadi Al Machot
VLM
314
5
0
26 Jun 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios
Liangjun Feng
Jiancheng Zhao
Chunhui Zhao
VLM
539
0
0
08 Feb 2023
Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion
Zihao Wang
Yingyu Yang
Maxime Sermesant
H. Delingette
Ona Wu
DiffM
MedIm
309
8
0
31 Jan 2023
Zero-shot causal learning
Neural Information Processing Systems (NeurIPS), 2023
H. Nilforoshan
Michael Moor
Yusuf Roohani
Yining Chen
Anja vSurina
Michihiro Yasunaga
Sara Oblak
J. Leskovec
CML
BDL
OffRL
407
19
0
28 Jan 2023
CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP
Computer Vision and Pattern Recognition (CVPR), 2023
Runnan Chen
Youquan Liu
Lingdong Kong
Xinge Zhu
Yuexin Ma
Yikang Li
Yuenan Hou
Yu Qiao
Wenping Wang
CLIP
3DPC
511
244
0
12 Jan 2023
HandsOff: Labeled Dataset Generation With No Additional Human Annotations
Computer Vision and Pattern Recognition (CVPR), 2022
Austin Xu
Mariya I. Vasileva
Achal Dave
Arjun Seshadri
281
12
0
24 Dec 2022
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification
Computer Vision and Pattern Recognition (CVPR), 2022
Muhammad Ferjad Naeem
Muhammad Gul Zain Ali Khan
Yongqin Xian
Muhammad Zeshan Afzal
D. Stricker
Luc Van Gool
F. Tombari
VLM
229
93
0
05 Dec 2022
Targeted Attention for Generalized- and Zero-Shot Learning
Abhijit Suprem
VLM
175
0
0
17 Nov 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification
Neural Information Processing Systems (NeurIPS), 2022
Muhammad Ferjad Naeem
Yongqin Xian
Luc Van Gool
F. Tombari
VLM
243
59
0
21 Sep 2022
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time
Neural Information Processing Systems (NeurIPS), 2022
Tailin Wu
Megan Tjandrasuwita
Zhengxuan Wu
Xuelin Yang
Kevin Liu
Rok Sosivc
J. Leskovec
265
28
0
30 Jun 2022
Aligned Weight Regularizers for Pruning Pretrained Neural Networks
Findings (Findings), 2022
J. Ó. Neill
Sourav Dutta
H. Assem
VLM
261
3
0
04 Apr 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Wenjia Xu
Yongqin Xian
Jiuniu Wang
Bernt Schiele
Zeynep Akata
VLM
305
59
0
20 Mar 2022
Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning
Yi Gao
Chenwei Tang
Jiancheng Lv
220
0
0
05 Mar 2022
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval
AAAI Conference on Artificial Intelligence (AAAI), 2022
Rui Xu
Zongyan Han
Le Hui
J. Qian
J. Xie
3DV
GAN
305
25
0
24 Feb 2022
WAD-CMSN: Wasserstein Distance based Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval
Guanglong Xu
Zhensheng Hu
Jia Cai
240
2
0
11 Feb 2022
How Robust are Discriminatively Trained Zero-Shot Learning Models?
Image and Vision Computing (IVC), 2022
M. K. Yucel
R. G. Cinbis
Pinar Duygulu
294
15
0
26 Jan 2022
Learning Semantic Ambiguities for Zero-Shot Learning
Multimedia tools and applications (MTA), 2022
Celina Hanouti
Hervé Le Borgne
VLM
307
9
0
05 Jan 2022
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Donghyeon Baek
Youngmin Oh
Bumsub Ham
315
91
0
14 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds
International Conference on 3D Vision (3DV), 2021
Bjoern Michele
Alexandre Boulch
Gilles Puy
Maxime Bucher
Renaud Marlet
3DPC
DiffM
VLM
597
76
0
13 Aug 2021
Caption Generation on Scenes with Seen and Unseen Object Categories
Image and Vision Computing (IVC), 2021
B. Demirel
R. G. Cinbis
VLM
390
2
0
13 Aug 2021
FREE: Feature Refinement for Generalized Zero-Shot Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Shiming Chen
Wenjie Wang
Beihao Xia
Qinmu Peng
Xinge You
Feng Zheng
Ling Shao
VLM
257
168
0
29 Jul 2021
Learning from Multiple Noisy Partial Labelers
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Peilin Yu
Tiffany Ding
Stephen H. Bach
NoLa
327
26
0
08 Jun 2021
Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL
International Conference on Learning Representations (ICLR), 2021
Bogdan Mazoure
Ahmed M. Ahmed
Patrick MacAlpine
R. Devon Hjelm
Andrey Kolobov
324
30
0
04 Jun 2021
Compositional Fine-Grained Low-Shot Learning
Dat T. Huynh
Ehsan Elhamifar
184
6
0
21 May 2021
A Closer Look at Self-training for Zero-Label Semantic Segmentation
Giuseppe Pastore
Fabio Cermelli
Yongqin Xian
Goran Frehse
Zeynep Akata
Barbara Caputo
VLM
452
78
0
21 Apr 2021
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort
Computer Vision and Pattern Recognition (CVPR), 2021
Yuxuan Zhang
Huan Ling
Jun Gao
K. Yin
Jean-Francois Lafleche
Adela Barriuso
Antonio Torralba
Sanja Fidler
3DH
GAN
VLM
645
387
0
13 Apr 2021
Contrastive Embedding for Generalized Zero-Shot Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Zongyan Han
Zhenyong Fu
Shuo Chen
Zhiqiang Wang
VLM
341
258
0
30 Mar 2021
Recursive Training for Zero-Shot Semantic Segmentation
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Ce Wang
M. Farazi
Nick Barnes
VLM
170
1
0
26 Feb 2021
Semantic Borrowing for Generalized Zero-Shot Learning
Xiao-wei Chen
151
1
0
30 Jan 2021
A Review of Generalized Zero-Shot Learning Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Farhad Pourpanah
Moloud Abdar
Yuxuan Luo
Xinlei Zhou
Ran Wang
C. P. Lim
Xizhao Wang
Q. M. Jonathan Wu
VLM
792
540
0
17 Nov 2020
Transductive Zero-Shot Learning using Cross-Modal CycleGAN
Patrick Bordes
Éloi Zablocki
Benjamin Piwowarski
Patrick Gallinari
VLM
348
0
0
13 Nov 2020
Learning Clusterable Visual Features for Zero-Shot Recognition
Aoxiang Fan
Zhixin Shu
Dimitris Samaras
VLM
314
1
0
07 Oct 2020
Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning
Yang Liu
Lei Zhou
Xiao Bai
Lin Gu
Tatsuya Harada
Jun Zhou
230
4
0
16 Sep 2020
Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow
Yuchao Gu
Le Zhang
Yun-Hai Liu
Shao-Ping Lu
Ming-Ming Cheng
483
6
0
01 Sep 2020
A Deep Dive into Adversarial Robustness in Zero-Shot Learning
M. K. Yucel
R. G. Cinbis
P. D. Sahin
VLM
178
8
0
17 Aug 2020
Zero-Shot Recognition through Image-Guided Semantic Classification
Mei-Chen Yeh
Fang Li
VLM
190
2
0
23 Jul 2020
Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning
European Conference on Computer Vision (ECCV), 2020
Maunil R. Vyas
Hemanth Venkateswara
S. Panchanathan
GAN
205
164
0
19 Jul 2020
Learning unbiased zero-shot semantic segmentation networks via transductive transfer
Haiyang Liu
Yichen Wang
Jiayi Zhao
Guowu Yang
Fengmao Lv
130
23
0
01 Jul 2020
Insights from the Future for Continual Learning
Arthur Douillard
Eduardo Valle
Charles Ollion
Thomas Robert
Matthieu Cord
VLM
CLL
292
12
0
24 Jun 2020
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition
Zongyan Han
Zhenyong Fu
Zhiqiang Wang
350
101
0
16 Jun 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review
Intelligent Medicine (IM), 2020
Mahdi Rezaei
Mahsa Shahidi
423
64
0
29 Apr 2020
Handling new target classes in semantic segmentation with domain adaptation
Max Bucher
Tuan-Hung Vu
Matthieu Cord
P. Pérez
VLM
TTA
CLL
229
3
0
02 Apr 2020
Memory-Efficient Incremental Learning Through Feature Adaptation
European Conference on Computer Vision (ECCV), 2020
Ahmet Iscen
Jeffrey O. Zhang
Svetlana Lazebnik
Cordelia Schmid
CLL
VLM
481
198
0
01 Apr 2020
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