Title
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 91 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 92 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 23 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
Clover: Towards A Unified Video-Language Alignment and Fusion Model Jingjia Huang Yinan Li Jiashi Feng Xinglong Wu Xiaoshuai Sun Rongrong Ji VLM 24 48 0 16 Jul 2022
Efficient Augmentation for Imbalanced Deep Learning Damien Dablain C. Bellinger Bartosz Krawczyk Nitesh Chawla 32 7 0 13 Jul 2022
CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination Hyounghun Kim Abhaysinh Zala Joey Tianyi Zhou 22 6 0 08 Jul 2022
GEMS: Scene Expansion using Generative Models of Graphs Rishi G. Agarwal Tirupati Saketh Chandra Vaidehi Patil Aniruddha Mahapatra K. Kulkarni Vishwa Vinay 30 4 0 08 Jul 2022
Exploring the sequence length bottleneck in the Transformer for Image Captioning Jiapeng Hu Roberto Cavicchioli Alessandro Capotondi ViT 38 3 0 07 Jul 2022
FewSOL: A Dataset for Few-Shot Object Learning in Robotic Environments P. JishnuJaykumar Yu-Wei Chao Yu Xiang 21 11 0 06 Jul 2022
ViRel: Unsupervised Visual Relations Discovery with Graph-level Analogy D. Zeng Tailin Wu J. Leskovec GNN 25 1 0 04 Jul 2022
Transforming Image Generation from Scene Graphs Renato Sortino S. Palazzo C. Spampinato ViT 29 2 0 01 Jul 2022
VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations Tiancheng Zhao Tianqi Zhang Mingwei Zhu Haozhan Shen Kyusong Lee Xiaopeng Lu Jianwei Yin VLM CoGe MLLM 50 91 0 01 Jul 2022
EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering Violetta Shevchenko Ehsan Abbasnejad A. Dick Anton Van Den Hengel Damien Teney 49 0 0 29 Jun 2022
ZoDIAC: Zoneout Dropout Injection Attention Calculation Zanyar Zohourianshahzadi Jugal Kalita 36 0 0 28 Jun 2022
Bypass Network for Semantics Driven Image Paragraph Captioning Qinjie Zheng Chaoyue Wang Dadong Wang 32 1 0 21 Jun 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations Ximeng Sun Ping Hu Kate Saenko VLM 36 120 0 20 Jun 2022
Interactive Visual Reasoning under Uncertainty Manjie Xu Guangyuan Jiang Wei Liang Song-Chun Zhu Yixin Zhu LRM 47 5 0 18 Jun 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Yogesh S Rawat M. Shah SSL 36 131 0 18 Jun 2022
VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix Teng Wang Wenhao Jiang Zhichao Lu Feng Zheng Ran Cheng Chengguo Yin Ping Luo VLM 34 42 0 17 Jun 2022
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks Jiasen Lu Christopher Clark Rowan Zellers Roozbeh Mottaghi Aniruddha Kembhavi ObjD VLM MLLM 77 393 0 17 Jun 2022
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval Xiao Dong Xunlin Zhan Yunchao Wei Xiaoyong Wei Yaowei Wang Minlong Lu Xiaochun Cao Xiaodan Liang 30 11 0 17 Jun 2022
RefCrowd: Grounding the Target in Crowd with Referring Expressions Heqian Qiu Hongliang Li Taijin Zhao Lanxiao Wang Qingbo Wu Fanman Meng ObjD 27 6 0 16 Jun 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid 53 228 0 16 Jun 2022
Image Captioning based on Feature Refinement and Reflective Decoding G. Alabduljabbar Hafida Benhidour Said Kerrache 3DV 22 3 0 16 Jun 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone Zi-Yi Dou Aishwarya Kamath Zhe Gan Pengchuan Zhang Jianfeng Wang ... Ce Liu Yann LeCun Nanyun Peng Jianfeng Gao Lijuan Wang VLM ObjD 30 124 0 15 Jun 2022
Zero-shot object goal visual navigation Qianfan Zhao Lu Zhang Bin He Hong Qiao Zhi-yong Liu 36 37 0 15 Jun 2022
Beyond Grounding: Extracting Fine-Grained Event Hierarchies Across Modalities Hammad A. Ayyubi Christopher Thomas Lovish Chum R. Lokesh Long Chen ... Xudong Lin Xuande Feng Jaywon Koo Sounak Ray Shih-Fu Chang AI4TS 31 0 0 14 Jun 2022
LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling Linjie Li Zhe Gan Kevin Qinghong Lin Chung-Ching Lin Zicheng Liu Ce Liu Lijuan Wang MLLM VLM 20 81 0 14 Jun 2022
Multimodal Learning with Transformers: A Survey Peng Xu Xiatian Zhu David Clifton ViT 77 530 0 13 Jun 2022
Language Models are General-Purpose Interfaces Y. Hao Haoyu Song Li Dong Shaohan Huang Zewen Chi Wenhui Wang Shuming Ma Furu Wei MLLM 35 96 0 13 Jun 2022
Learning Imbalanced Datasets with Maximum Margin Loss Haeyong Kang Thang Vu Chang D. Yoo 21 18 0 11 Jun 2022
Referring Image Matting Jizhizi Li Jing Zhang Dacheng Tao ObjD VLM 29 23 0 10 Jun 2022