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Learning Compositional Representations for Few-Shot Recognition

21 December 2018

Papers citing "Learning Compositional Representations for Few-Shot Recognition"

50 / 72 papers shown

Title
Data-Agnostic Cardinality Learning from Imperfect Workloads Peizhi Wu Rong Kang Tieying Zhang Jianjun Chen Ryan Marcus Z. Ives 5 0 0 19 Jun 2025
A Feature Generator for Few-Shot Learning Heethanjan Kanagalingam Thenukan Pathmanathan Navaneethan Ketheeswaran Mokeeshan Vathanakumar Mohamed Afham Ranga Rodrigo 61 0 0 21 Sep 2024
Enhancing Cross-Modal Medical Image Segmentation through Compositionality Aniek Eijpe V. Corbetta Kalina Chupetlovska Regina Beets-Tan Wilson Silva 60 0 0 21 Aug 2024
Enhanced Data Transfer Cooperating with Artificial Triplets for Scene Graph Generation Kuanchao Chu Satoshi Yamazaki Hideki Nakayama 122 0 0 27 Jun 2024
When does compositional structure yield compositional generalization? A kernel theory Samuel Lippl Kim Stachenfeld NAI CoGe 247 10 0 26 May 2024
Simple Semantic-Aided Few-Shot Learning Hai Zhang Junzhe Xu Shanlin Jiang Zhenan He VLM 95 8 0 30 Nov 2023
Compositional Representation Learning for Brain Tumour Segmentation Xiao Liu Antanas Kascenas Hannah I. Watson Sotirios A. Tsaftaris Alison Q. OÑeil 80 1 0 10 Oct 2023
Mitigating the Effect of Incidental Correlations on Part-based Learning Gaurav Bhatt Deepayan Das Leonid Sigal Vineeth N. Balasubramanian 74 4 0 30 Sep 2023
Logarithm-transform aided Gaussian Sampling for Few-Shot Learning Vaibhav Ganatra 65 3 0 28 Sep 2023
Compositionally Equivariant Representation Learning Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris CoGe OOD 85 2 0 13 Jun 2023
Compositional Prototypical Networks for Few-Shot Classification Qiang Lyu Weiqiang Wang 56 11 0 11 Jun 2023
Prompting Language-Informed Distribution for Compositional Zero-Shot Learning Wentao Bao Lichang Chen Heng-Chiao Huang Yu Kong CoGe VLM 107 13 0 23 May 2023
MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition Xinyu Gong S. Mohan Naina Dhingra Jean-Charles Bazin Yilei Li Zhangyang Wang Rakesh Ranjan EgoV 121 19 0 12 May 2023
Use Your Head: Improving Long-Tail Video Recognition Toby Perrett Saptarshi Sinha T. Burghardt Majid Mirmehdi Dima Damen 88 17 0 03 Apr 2023
ENInst: Enhancing Weakly-supervised Low-shot Instance Segmentation Moon Ye-Bin D. Choi Y. Kwon Junsik Kim Tae-Hyun Oh ISeg 96 6 0 20 Feb 2023
Concept Discovery for Fast Adapatation Shengyu Feng Hanghang Tong OffRL 70 0 0 19 Jan 2023
Disentangled Representation Learning Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 164 87 0 21 Nov 2022
Interpretable Few-shot Learning with Online Attribute Selection M. Zarei Majid Komeili FAtt 100 3 0 16 Nov 2022
A Unified Framework with Meta-dropout for Few-shot Learning Shaobo Lin Xingyu Zeng Rui Zhao 73 1 0 12 Oct 2022
Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language Zhenlin Xu Marc Niethammer Colin Raffel CoGe OOD OCL DRL 104 44 0 02 Oct 2022
Reference-Limited Compositional Zero-Shot Learning Siteng Huang Qiyao Wei Donglin Wang CoGe 75 4 0 22 Aug 2022
Learning Primitive-aware Discriminative Representations for Few-shot Learning Jianpeng Yang Yuhang Niu Xuemei Xie G. Shi 58 1 0 20 Aug 2022
Hierarchical Compositional Representations for Few-shot Action Recognition Chang-bo Li Jie Zhang Shuzhe Wu Xin Jin Shiguang Shan 72 23 0 19 Aug 2022
Contributions of Shape, Texture, and Color in Visual Recognition Yunhao Ge Yao Xiao Zhi-Qin John Xu Xingyu Wang Laurent Itti 3DH 62 27 0 19 Jul 2022
Fine-grained Few-shot Recognition by Deep Object Parsing Ruizhao Zhu Pengkai Zhu Samarth Mishra Venkatesh Saligrama 91 0 0 14 Jul 2022
vMFNet: Compositionality Meets Domain-generalised Segmentation Xiao Liu Spyridon Thermos Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris 91 12 0 29 Jun 2022
Generating Representative Samples for Few-Shot Classification Jingyi Xu Hieu M. Le VLM 109 64 0 05 May 2022
Probabilistic Compositional Embeddings for Multimodal Image Retrieval Andrei Neculai Yanbei Chen Zeynep Akata CoGe 128 32 0 12 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 82 39 0 04 Apr 2022
Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Tian Yun Usha Bhalla Ellie Pavlick Chen Sun ReLM CoGe VLM LRM 94 27 0 31 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Zhi Hou B. Yu Dacheng Tao ViT 166 63 0 03 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 75 22 0 02 Mar 2022
Shaping Visual Representations with Attributes for Few-Shot Recognition Haoxing Chen Huaxiong Li Yaohui Li Chunlin Chen 83 7 0 13 Dec 2021
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning Miao Zhang Miaojing Shi Li Li VLM 82 20 0 30 Oct 2021
Learning Single/Multi-Attribute of Object with Symmetry and Group Yong-Lu Li Yue Xu Xinyu Xu Xiaohan Mao Cewu Lu 128 6 0 09 Oct 2021
Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness Zhenyi Wang Tiehang Duan Le Fang Qiuling Suo Mingchen Gao 240 19 0 29 Sep 2021
Disentangled Feature Representation for Few-shot Image Classification Hao Cheng Yufei Wang Haoliang Li Alex C. Kot Bihan Wen 132 30 0 26 Sep 2021
Generating Compositional Color Representations from Text Paridhi Maheshwari Nihal Jain Praneetha Vaddamanu Dhananjay Raut Shraiysh Vaishay Vishwa Vinay CoGe GAN 51 2 0 22 Sep 2021
Information Symmetry Matters: A Modal-Alternating Propagation Network for Few-Shot Learning Zhong Ji Zhishen Hou Xiyao Liu Yanwei Pang Jungong Han 87 21 0 03 Sep 2021
Prototype Completion for Few-Shot Learning Baoquan Zhang Xutao Li Yunming Ye Shanshan Feng VLM 136 19 0 11 Aug 2021
Contextualizing Meta-Learning via Learning to Decompose Han-Jia Ye Da-Wei Zhou Lanqing Hong Zhenguo Li Xiu-Shen Wei De-Chuan Zhan 78 7 0 15 Jun 2021
Compositional Fine-Grained Low-Shot Learning Dat T. Huynh Ehsan Elhamifar 83 4 0 21 May 2021
Image interpretation by iterative bottom-up top-down processing S. Ullman Liav Assif Alona Strugatski B. Vatashsky Hila Levy Aviv Netanyahu A. Yaari 44 5 0 12 May 2021
Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning Boyu Yang Mingbao Lin Binghao Liu Mengying Fu Chang-rui Liu Rongrong Ji QiXiang Ye CLL 55 16 0 06 Apr 2021
Learning Compositional Representation for 4D Captures with Neural ODE Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 80 30 0 15 Mar 2021
Detecting Human-Object Interaction via Fabricated Compositional Learning Zhi Hou B. Yu Yu Qiao Xiaojiang Peng Dacheng Tao 129 98 0 15 Mar 2021
Learning Compositional Representation for Few-shot Visual Question Answering Dalu Guo Dacheng Tao OOD CoGe 61 4 0 21 Feb 2021
Meta-Generating Deep Attentive Metric for Few-shot Classification Lei Zhang Fei Zhou Wei Wei Yanning Zhang VLM 106 28 0 03 Dec 2020
Annotation-Efficient Untrimmed Video Action Recognition Yixiong Zou Shanghang Zhang Guangyao Chen Yonghong Tian Kurt Keutzer J. M. F. Moura 58 5 0 30 Nov 2020
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification Xiaoxu Li Jijie Wu Z. Sun Zhanyu Ma Jie Cao Jing-Hao Xue 72 127 0 29 Nov 2020