Title
Learning to Discover and Detect Objects V. Fomenko Ismail Elezi Deva Ramanan Laura Leal-Taixé Aljosa Osep ObjD 33 10 0 19 Oct 2022
Dense but Efficient VideoQA for Intricate Compositional Reasoning Jihyeon Janel Lee Wooyoung Kang Eun-Sol Kim CoGe 19 3 0 19 Oct 2022
Commonsense Knowledge from Scene Graphs for Textual Environments Tsunehiko Tanaka Daiki Kimura Michiaki Tatsubori 20 2 0 19 Oct 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs Xuran Pan Tianzhu Ye Dongchen Han S. Song Gao Huang VLM CLIP 30 43 0 17 Oct 2022
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training Wenliang Dai Zihan Liu Ziwei Ji Dan Su Pascale Fung MLLM VLM 32 62 0 14 Oct 2022
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets Anurag Roy David Johnson Ekka Saptarshi Ghosh Abir Das 23 1 0 13 Oct 2022
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning Yuchong Sun Hongwei Xue Ruihua Song Bei Liu Huan Yang Jianlong Fu AI4TS VLM 20 68 0 12 Oct 2022
Transformer-based Localization from Embodied Dialog with Large-scale Pre-training Meera Hahn James M. Rehg LM&Ro 40 4 0 10 Oct 2022
Improving Visual-Semantic Embeddings by Learning Semantically-Enhanced Hard Negatives for Cross-modal Information Retrieval Yan Gong Georgina Cosma 27 11 0 10 Oct 2022
MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning Zijia Zhao Longteng Guo Xingjian He Shuai Shao Zehuan Yuan Jing Liu 21 8 0 09 Oct 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
Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning Xu Yang Hanwang Zhang Chongyang Gao Jianfei Cai MLLM 40 10 0 04 Oct 2022
Unbiased Scene Graph Generation using Predicate Similarities Misaki Ohashi Yusuke Matsui 32 1 0 03 Oct 2022
Data Poisoning Attacks Against Multimodal Encoders Ziqing Yang Xinlei He Zheng Li Michael Backes Mathias Humbert Pascal Berrang Yang Zhang AAML 116 45 0 30 Sep 2022
DRAMA: Joint Risk Localization and Captioning in Driving Srikanth Malla Chiho Choi Isht Dwivedi Joonhyang Choi Jiachen Li 107 87 0 22 Sep 2022
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering Hao Li Jinfa Huang Peng Jin Guoli Song Qi Wu Jie Chen 39 21 0 21 Sep 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 211 1,113 0 20 Sep 2022
The Ability of Image-Language Explainable Models to Resemble Domain Expertise P. Werner Anna Zapaishchykova Ujjwal Ratan 48 2 0 19 Sep 2022
3D VSG: Long-term Semantic Scene Change Prediction through 3D Variable Scene Graphs Sam Looper Javier Rodriguez Puigvert Roland Siegwart Cesar Cadena L. Schmid 3DPC 13 22 0 16 Sep 2022
VIPHY: Probing "Visible" Physical Commonsense Knowledge Shikhar Singh Ehsan Qasemi Muhao Chen 46 6 0 15 Sep 2022
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification K. Prokofiev V. Sovrasov VLM 26 9 0 14 Sep 2022
CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Representation Alignment Hongwei Xue Yuchong Sun Bei Liu Jianlong Fu Rui Song Houqiang Li Jiebo Luo CLIP VLM 25 68 0 14 Sep 2022
Towards explainable evaluation of language models on the semantic similarity of visual concepts Maria Lymperaiou George Manoliadis Orfeas Menis Mastromichalakis Edmund Dervakos Giorgos Stamou AAML 24 5 0 08 Sep 2022
Frame-Subtitle Self-Supervision for Multi-Modal Video Question Answering Jiong Wang Zhou Zhao Weike Jin 18 0 0 08 Sep 2022
VGStore: A Multimodal Extension to SPARQL for Querying RDF Scene Graph Yanzeng Li Zilong Zheng Wenjuan Han Lei Zou 34 2 0 07 Sep 2022
Scalable Regularization of Scene Graph Generation Models using Symbolic Theories Davide Buffelli Efthymia Tsamoura 25 2 0 06 Sep 2022
Design of the topology for contrastive visual-textual alignment Zhun Sun 30 1 0 05 Sep 2022
Interactive Question Answering Systems: Literature Review Giovanni Maria Biancofiore Yashar Deldjoo Tommaso Di Noia E. Sciascio Fedelucio Narducci 34 13 0 04 Sep 2022
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling Tsu-jui Fu Linjie Li Zhe Gan Kevin Qinghong Lin William Yang Wang Lijuan Wang Zicheng Liu VLM 32 64 0 04 Sep 2022
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis Wanshu Fan Yen-Chun Chen Dongdong Chen Yu Cheng Lu Yuan Yu-Chiang Frank Wang DiffM 34 90 0 29 Aug 2022
MuMUR : Multilingual Multimodal Universal Retrieval Avinash Madasu Estelle Aflalo Gabriela Ben-Melech Stan Shachar Rosenman Shao-Yen Tseng Gedas Bertasius Vasudev Lal 44 3 0 24 Aug 2022
FashionVQA: A Domain-Specific Visual Question Answering System Min Wang A. Mahjoubfar Anupama Joshi 29 4 0 24 Aug 2022
Learning More May Not Be Better: Knowledge Transferability in Vision and Language Tasks Tianwei Chen Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima Hajime Nagahara VLM 41 0 0 23 Aug 2022
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks Wenhui Wang Hangbo Bao Li Dong Johan Bjorck Zhiliang Peng ... Kriti Aggarwal O. Mohammed Saksham Singhal Subhojit Som Furu Wei MLLM VLM ViT 54 629 0 22 Aug 2022
VLMAE: Vision-Language Masked Autoencoder Su He Taian Guo Tao Dai Ruizhi Qiao Chen Wu Xiujun Shu Bohan Ren VLM 34 11 0 19 Aug 2022
See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval Xiujun Shu Wei Wen Haoqian Wu Keyun Chen Yi-Zhe Song Ruizhi Qiao Bohan Ren Xiao Wang 27 91 0 18 Aug 2022
Towards Open-vocabulary Scene Graph Generation with Prompt-based Finetuning Tao He Lianli Gao Jingkuan Song Yuan-Fang Li VLM 34 50 0 17 Aug 2022
Context-aware Mixture-of-Experts for Unbiased Scene Graph Generation Liguang Zhou Yuhongze Zhou Tin Lun Lam Yangsheng Xu EDL MoE 28 2 0 15 Aug 2022
GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language Pre-training Jaeseok Byun Taebaek Hwang Jianlong Fu Taesup Moon VLM 23 11 0 08 Aug 2022
Masked Vision and Language Modeling for Multi-modal Representation Learning Gukyeong Kwon Zhaowei Cai Avinash Ravichandran Erhan Bas Rahul Bhotika Stefano Soatto 36 67 0 03 Aug 2022
Rethinking the Evaluation of Unbiased Scene Graph Generation Xingchen Li Long Chen Jian Shao Shaoning Xiao Songyang Zhang Jun Xiao 42 12 0 03 Aug 2022
Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation Xingchen Li Long Chen Wenbo Ma Yi Yang Jun Xiao 21 26 0 03 Aug 2022
Augmenting Vision Language Pretraining by Learning Codebook with Visual Semantics Xiaoyuan Guo Jiali Duan C.-C. Jay Kuo J. Gichoya Imon Banerjee VLM 25 1 0 31 Jul 2022
Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection Xiaoqian Wu Yong-Lu Li Xinpeng Liu Junyi Zhang Yuzhe Wu Cewu Lu 29 37 0 28 Jul 2022
Meta Spatio-Temporal Debiasing for Video Scene Graph Generation Li Xu Haoxuan Qu Jason Kuen Jiuxiang Gu Jun Liu CML 31 27 0 23 Jul 2022
Panoptic Scene Graph Generation Jingkang Yang Yi Zhe Ang Zujin Guo Kaiyang Zhou Wayne Zhang Ziwei Liu 47 106 0 22 Jul 2022
Human-centric Image Cropping with Partition-aware and Content-preserving Features Bo Zhang Li Niu Xing Zhao Liqing Zhang 21 5 0 21 Jul 2022
Is an Object-Centric Video Representation Beneficial for Transfer? Chuhan Zhang Ankush Gupta Andrew Zisserman ViT 37 27 0 20 Jul 2022
ViGAT: Bottom-up event recognition and explanation in video using factorized graph attention network Nikolaos Gkalelis Dimitrios Daskalakis Vasileios Mezaris 19 10 0 20 Jul 2022
GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features Van-Quang Nguyen Masanori Suganuma Takayuki Okatani ViT 36 106 0 20 Jul 2022