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Label Hallucination for Few-Shot Classification

Label Hallucination for Few-Shot Classification

AAAI Conference on Artificial Intelligence (AAAI), 2021
6 December 2021
Yiren Jian
Lorenzo Torresani
ArXiv (abs)PDFHTML

Papers citing "Label Hallucination for Few-Shot Classification"

11 / 11 papers shown
Title
Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ATTBHFA-Net
Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ATTBHFA-Net
G. Lee
Tanmoy Dam
Md Meftahul Ferdaus
Daniel Puiu Poenar
Vu N. Duong
101
0
0
21 Oct 2025
A Feature Generator for Few-Shot Learning
A Feature Generator for Few-Shot LearningAsian Conference on Computer Vision (ACCV), 2024
Heethanjan Kanagalingam
Thenukan Pathmanathan
Navaneethan Ketheeswaran
Mokeeshan Vathanakumar
Mohamed Afham
Ranga Rodrigo
206
0
0
21 Sep 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation
Erik Landolsi
Fredrik Kahl
DiffM
348
1
0
05 Jun 2024
Any-Way Meta Learning
Any-Way Meta LearningAAAI Conference on Artificial Intelligence (AAAI), 2024
Junhoo Lee
Yearim Kim
Hyunho Lee
Nojun Kwak
110
2
0
10 Jan 2024
Few-shot Action Recognition with Captioning Foundation Models
Few-shot Action Recognition with Captioning Foundation Models
Xiang Wang
Shiwei Zhang
Hangjie Yuan
Yingya Zhang
Changxin Gao
Deli Zhao
Nong Sang
VLM
306
9
0
16 Oct 2023
Mitigating the Effect of Incidental Correlations on Part-based Learning
Mitigating the Effect of Incidental Correlations on Part-based LearningNeural Information Processing Systems (NeurIPS), 2023
Gaurav Bhatt
Deepayan Das
Leonid Sigal
Vineeth N. Balasubramanian
186
7
0
30 Sep 2023
FewSAR: A Few-shot SAR Image Classification Benchmark
FewSAR: A Few-shot SAR Image Classification Benchmark
Rui Zhang
Ziqi Wang
Yongqian Li
Jiabao Wang
Zhiteng Wang
141
3
0
16 Jun 2023
Norm-guided latent space exploration for text-to-image generation
Norm-guided latent space exploration for text-to-image generationNeural Information Processing Systems (NeurIPS), 2023
Dvir Samuel
Rami Ben-Ari
N. Darshan
Haggai Maron
Gal Chechik
DiffM
246
37
0
14 Jun 2023
Generating images of rare concepts using pre-trained diffusion models
Generating images of rare concepts using pre-trained diffusion modelsAAAI Conference on Artificial Intelligence (AAAI), 2023
Dvir Samuel
Rami Ben-Ari
Simon Raviv
N. Darshan
Gal Chechik
435
64
0
27 Apr 2023
Contrastive Learning for Prompt-Based Few-Shot Language Learners
Contrastive Learning for Prompt-Based Few-Shot Language LearnersNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yiren Jian
Chongyang Gao
Soroush Vosoughi
VLM
175
39
0
03 May 2022
Embedding Hallucination for Few-Shot Language Fine-tuning
Embedding Hallucination for Few-Shot Language Fine-tuningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yiren Jian
Chongyang Gao
Soroush Vosoughi
268
4
0
03 May 2022
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