Task-Driven Modular Networks for Zero-Shot Compositional Learning

15 May 2019

Papers citing "Task-Driven Modular Networks for Zero-Shot Compositional Learning"

32 / 32 papers shown

Title
Visual Adaptive Prompting for Compositional Zero-Shot Learning Kyle Stein A. Mahyari Guillermo A. Francia Eman El-Sheikh VLM CoGe 143 1 0 27 Feb 2025
Learning Clustering-based Prototypes for Compositional Zero-shot Learning Hongyu Qu Jianan Wei Xiangbo Shu Wenguan Wang VLM 51 1 0 10 Feb 2025
TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning Miaoge Li Jingcai Guo Richard Yi Da Xu Dongsheng Wang Xiaofeng Cao Zhijie Rao Song Guo CoGe 76 3 0 28 Jan 2025
Not Just Object, But State: Compositional Incremental Learning without Forgetting Yanyi Zhang Binglin Qiu Qi Jia Yu Liu Ran He CLL 40 0 0 04 Nov 2024
DiPaCo: Distributed Path Composition Arthur Douillard Qixuang Feng Andrei A. Rusu A. Kuncoro Yani Donchev Rachita Chhaparia Ionel Gog MarcÁurelio Ranzato Jiajun Shen Arthur Szlam MoE 48 2 0 15 Mar 2024
Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning Chenyi Jiang Haofeng Zhang CoGe 23 5 0 26 Dec 2023
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts Do Huu Dat Po Yuan Mao Tien Hoang Nguyen Wray L. Buntine Bennamoun 53 1 0 23 Nov 2023
HICO-DET-SG and V-COCO-SG: New Data Splits for Evaluating the Systematic Generalization Performance of Human-Object Interaction Detection Models Kenta Takemoto Moyuru Yamada Tomotake Sasaki H. Akima 37 0 0 17 May 2023
Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning Siteng Huang Biao Gong Yutong Feng Min Zhang Yiliang Lv Donglin Wang CoGe 35 10 0 27 Mar 2023
Towards Zero-Shot Functional Compositionality of Language Models Hangyeol Yu Myeongho Jeong Jamin Shin Hyeongdon Moon Juneyoung Park Seungtaek Choi 37 1 0 06 Mar 2023
DDS: Decoupled Dynamic Scene-Graph Generation Network A S M Iftekhar Raphael Ruschel Satish Kumar Suya You B. S. Manjunath 44 2 0 18 Jan 2023
Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning Xiaocheng Lu Ziming Liu Song Guo Jingcai Guo CoGe 33 30 0 19 Nov 2022
Prompting Large Pre-trained Vision-Language Models For Compositional Concept Learning Guangyue Xu Parisa Kordjamshidi J. Chai VLM CoGe LRM 24 10 0 09 Nov 2022
Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xiaojun Chang Wei Fang Xiaojun Wu Yi Yang CoGe 29 1 0 05 Nov 2022
LOCL: Learning Object-Attribute Composition using Localization Satish Kumar A S M Iftekhar Ekta Prashnani B.S.Manjunath 19 3 0 07 Oct 2022
Disentangled Action Recognition with Knowledge Bases Zhekun Luo Shalini Ghosh Devin Guillory Keizo Kato Trevor Darrell Huijuan Xu 21 7 0 04 Jul 2022
Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning Xiangyu Li Xu Yang Kun-Juan Wei Cheng Deng Muli Yang CoGe 28 67 0 29 Jun 2022
LegoNN: Building Modular Encoder-Decoder Models Siddharth Dalmia Dmytro Okhonko M. Lewis Sergey Edunov Shinji Watanabe Florian Metze Luke Zettlemoyer Abdel-rahman Mohamed AuLLM MoE 29 14 0 07 Jun 2022
Learning Invariant Visual Representations for Compositional Zero-Shot Learning Tian Zhang Kongming Liang Ruoyi Du Xian Sun Zhanyu Ma Jun Guo CoGe BDL 31 32 0 01 Jun 2022
Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Tian Yun Usha Bhalla Ellie Pavlick Chen Sun ReLM CoGe VLM LRM 31 23 0 31 Mar 2022
Look for the Change: Learning Object States and State-Modifying Actions from Untrimmed Web Videos Tomávs Souvcek Jean-Baptiste Alayrac Antoine Miech Ivan Laptev Josef Sivic 21 32 0 22 Mar 2022
Improving Systematic Generalization Through Modularity and Augmentation Laura Ruis Brenden Lake 43 16 0 22 Feb 2022
Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments A. Iyer Karan Grewal Akash Velu Lucas O. Souza Jérémy Forest Subutai Ahmad AI4CE 29 41 0 31 Dec 2021
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators S. Lowe Robert C. Earle Jason dÉon Thomas Trappenberg Sageev Oore 23 1 0 22 Oct 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 241 1,024 0 13 Oct 2021
The Functional Correspondence Problem Zihang Lai Senthil Purushwalkam Abhinav Gupta 38 13 0 02 Sep 2021
Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition Ziwei Xu Guangzhi Wang Yongkang Wong Mohan S. Kankanhalli 49 26 0 10 Aug 2021
Learning to Predict Visual Attributes in the Wild Khoi Pham Kushal Kafle Zhe-nan Lin Zhi Ding Scott D. Cohen Q. Tran Abhinav Shrivastava 16 108 0 17 Jun 2021
Few-shot Sequence Learning with Transformers Lajanugen Logeswaran Ann Lee Myle Ott Honglak Lee MarcÁurelio Ranzato Arthur Szlam ViT 33 12 0 17 Dec 2020
Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks Róbert Csordás Sjoerd van Steenkiste Jürgen Schmidhuber 44 87 0 05 Oct 2020
A causal view of compositional zero-shot recognition Y. Atzmon Felix Kreuk Uri Shalit Gal Chechik OCL BDL CML 61 117 0 25 Jun 2020
Multi-Task Reinforcement Learning with Soft Modularization Ruihan Yang Huazhe Xu Yi Wu Xiaolong Wang 27 175 0 30 Mar 2020