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HICO-DET-SG and V-COCO-SG: New Data Splits for Evaluating the Systematic Generalization Performance of Human-Object Interaction Detection Models

17 May 2023

Papers citing "HICO-DET-SG and V-COCO-SG: New Data Splits for Evaluating the Systematic Generalization Performance of Human-Object Interaction Detection Models"

35 / 35 papers shown

Title
Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection Y. Zhang Yingwei Pan Ting Yao Rui Huang Tao Mei C. Chen ViT 84 71 0 13 Jun 2022
Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions Huaizu Jiang Xiaojian Ma Weili Nie Zhiding Yu Yuke Zhu Song-Chun Zhu Anima Anandkumar VLM 73 38 0 27 May 2022
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems P. Smolensky R. Thomas McCoy Roland Fernandez Matthew A. Goldrick Jia-Hao Gao 95 63 0 02 May 2022
Discovering Human-Object Interaction Concepts via Self-Compositional Learning Zhi Hou Baosheng Yu Dacheng Tao 51 18 0 27 Mar 2022
Systematic Generalization with Edge Transformers Leon Bergen Timothy J. O'Donnell Dzmitry Bahdanau 55 47 0 01 Dec 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 147 533 0 31 Aug 2021
Mining the Benefits of Two-stage and One-stage HOI Detection Aixi Zhang Yue Liao Si Liu Miao Lu Yongliang Wang Chen Gao Xiaobo Li 77 148 0 11 Aug 2021
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration Xuan Kan Hejie Cui Carl Yang 108 42 0 11 Jul 2021
How Modular Should Neural Module Networks Be for Systematic Generalization? Vanessa D’Amario Tomotake Sasaki Xavier Boix 40 17 0 15 Jun 2021
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 154 1,125 0 08 Jun 2021
OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization Nanyang Ye Kaican Li Haoyue Bai Runpeng Yu Lanqing Hong Fengwei Zhou Zhenguo Li Jun Zhu CML OOD 78 109 0 07 Jun 2021
Image interpretation by iterative bottom-up top-down processing S. Ullman Liav Assif Alona Strugatski B. Vatashsky Hila Levy Aviv Netanyahu A. Yaari 42 5 0 12 May 2021
HOTR: End-to-End Human-Object Interaction Detection with Transformers Bumsoo Kim Junhyun Lee Jaewoo Kang Eun-Sol Kim Hyunwoo J. Kim ViT 84 255 0 28 Apr 2021
Reformulating HOI Detection as Adaptive Set Prediction Mingfei Chen Yue Liao Si Liu Zhiyuan Chen Fei Wang Chao Qian 92 145 0 10 Mar 2021
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information Masato Tamura Hiroki Ohashi Tomoaki Yoshinaga 73 210 0 09 Mar 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 305 2,516 0 04 Jan 2021
HOI Analysis: Integrating and Decomposing Human-Object Interaction Yong-Lu Li Xinpeng Liu Xiaoqian Wu Yizhuo Li Cewu Lu 59 123 0 30 Oct 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 48 280 0 12 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 221 5,080 0 08 Oct 2020
DRG: Dual Relation Graph for Human-Object Interaction Detection Chen Gao Jiarui Xu Yuliang Zou Jia-Bin Huang 75 207 0 26 Aug 2020
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization Dan Hendrycks Steven Basart Norman Mu Saurav Kadavath Frank Wang ... Samyak Parajuli Mike Guo Basel Alomair Jacob Steinhardt Justin Gilmer OOD 337 1,740 0 29 Jun 2020
Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks Federico Baldassarre Kevin Smith Josephine Sullivan Hossein Azizpour 72 25 0 16 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 415 13,048 0 26 May 2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law Damien Teney Kushal Kafle Robik Shrestha Ehsan Abbasnejad Christopher Kanan Anton Van Den Hengel OODD OOD 70 147 0 19 May 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 81 697 0 27 Feb 2020
PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection Yue Liao Si Liu Fei Wang Yanjie Chen Chen Qian Jiashi Feng 117 267 0 30 Dec 2019
Linguistic generalization and compositionality in modern artificial neural networks Marco Baroni AI4CE 73 149 0 30 Mar 2019
iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection Chen Gao Yuliang Zou Jia-Bin Huang 50 295 0 30 Aug 2018
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 107 1,030 0 23 May 2017
Detecting and Recognizing Human-Object Interactions Georgia Gkioxari Ross B. Girshick Piotr Dollár Kaiming He 79 576 0 24 Apr 2017
Learning to Detect Human-Object Interactions Yu-Wei Chao Yunfan Liu Michael Xieyang Liu Huayi Zeng Jia Deng 66 508 0 17 Feb 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 301 2,378 0 20 Dec 2016
Visual Relationship Detection with Language Priors Cewu Lu Ranjay Krishna Michael S. Bernstein Li Fei-Fei VLM 76 1,140 0 31 Jul 2016
Visual Semantic Role Labeling Saurabh Gupta Jitendra Malik 66 408 0 17 May 2015
Learning Human Activities and Object Affordances from RGB-D Videos H. Koppula Rudhir Gupta Ashutosh Saxena 162 730 0 04 Oct 2012