Title
Rethinking Attention Mechanism in Time Series Classification Bowen Zhao Huanlai Xing Xinhan Wang Fuhong Song Zhiwen Xiao AI4TS 14 29 0 14 Jul 2022
Pyramid Transformer for Traffic Sign Detection Omid Nejati Manzari A. Boudesh S. B. Shokouhi ViT 8 12 0 13 Jul 2022
MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing Sixiang Chen Tian-Chun Ye Yun-Peng Liu Taodong Liao Y. Ye Erkang Chen Peng Chen ViT 15 51 0 12 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 20 6,062 0 06 Jul 2022
Softmax-free Linear Transformers Jiachen Lu Junge Zhang Xiatian Zhu Jianfeng Feng Tao Xiang Li Zhang ViT 9 7 0 05 Jul 2022
Spatiotemporal Feature Learning Based on Two-Step LSTM and Transformer for CT Scans Chih-Chung Hsu Chin-Han Tsai Guangfeng Chen Sin-Di Ma Shen-Chieh Tai MedIm 13 9 0 04 Jul 2022
Woodscape Fisheye Object Detection for Autonomous Driving -- CVPR 2022 OmniCV Workshop Challenge Saravanabalagi Ramachandran Ganesh Sistu V. Kumar J. McDonald S. Yogamani 15 4 0 26 Jun 2022
LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs Yukang Chen Jianhui Liu X. Zhang Xiaojuan Qi Jiaya Jia 31 82 0 21 Jun 2022
HOPE: Hierarchical Spatial-temporal Network for Occupancy Flow Prediction Yi Hu Wenxin Shao Bo Jiang Jiajie Chen Siqi Chai Zhening Yang Jingyu Qian Helong Zhou Qiang Liu AI4CE 17 13 0 21 Jun 2022
Global Context Vision Transformers Ali Hatamizadeh Hongxu Yin Greg Heinrich Jan Kautz Pavlo Molchanov ViT 14 118 0 20 Jun 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jiangning Zhang Xiangtai Li Yabiao Wang Chengjie Wang Yibo Yang Yong Liu Dacheng Tao ViT 28 32 0 19 Jun 2022
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation Xin Jin Longhai Wu Guotao Shen Youxin Chen Jie Chen Jayoon Koo Cheul-hee Hahm 14 22 0 17 Jun 2022
Rectify ViT Shortcut Learning by Visual Saliency Chong Ma Lin Zhao Yuzhong Chen David Liu Xi Jiang Tuo Zhang Xintao Hu Dinggang Shen Dajiang Zhu Tianming Liu ViT 20 20 0 17 Jun 2022
OmniMAE: Single Model Masked Pretraining on Images and Videos Rohit Girdhar Alaaeldin El-Nouby Mannat Singh Kalyan Vasudev Alwala Armand Joulin Ishan Misra ViT 19 95 0 16 Jun 2022
ChordMixer: A Scalable Neural Attention Model for Sequences with Different Lengths Ruslan Khalitov Tong Yu Lei Cheng Zhirong Yang 17 12 0 12 Jun 2022
On Data Scaling in Masked Image Modeling Zhenda Xie Zheng-Wei Zhang Yue Cao Yutong Lin Yixuan Wei Qi Dai Han Hu 18 49 0 09 Jun 2022
CASS: Cross Architectural Self-Supervision for Medical Image Analysis Pranav Singh E. Sizikova Jacopo Cirrone OOD 38 8 0 08 Jun 2022
Tutel: Adaptive Mixture-of-Experts at Scale Changho Hwang Wei Cui Yifan Xiong Ziyue Yang Ze Liu ... Joe Chau Peng Cheng Fan Yang Mao Yang Y. Xiong MoE 92 107 0 07 Jun 2022
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation Feng Li Hao Zhang Hu-Sheng Xu Siyi Liu Lei Zhang L. Ni H. Shum ISeg 27 363 0 06 Jun 2022
EfficientFormer: Vision Transformers at MobileNet Speed Yanyu Li Geng Yuan Yang Wen Eric Hu Georgios Evangelidis Sergey Tulyakov Yanzhi Wang Jian Ren ViT 8 340 0 02 Jun 2022
KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property Prediction Han Li Dan Zhao Jianyang Zeng 22 59 0 02 Jun 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 165 326 0 31 May 2022
Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets Leandro M. de Lima R. Krohling ViT MedIm 18 9 0 30 May 2022
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning Aniket Didolkar Kshitij Gupta Anirudh Goyal Nitesh B. Gundavarapu Alex Lamb Nan Rosemary Ke Yoshua Bengio AI4CE 104 17 0 30 May 2022
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation Yixuan Wei Han Hu Zhenda Xie Zheng-Wei Zhang Yue Cao Jianmin Bao Dong Chen B. Guo CLIP 78 123 0 27 May 2022
How Tempering Fixes Data Augmentation in Bayesian Neural Networks Gregor Bachmann Lorenzo Noci Thomas Hofmann BDL AAML 72 8 0 27 May 2022
Green Hierarchical Vision Transformer for Masked Image Modeling Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki 11 68 0 26 May 2022
MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers Jihao Liu Xin Huang Jinliang Zheng Yu Liu Hongsheng Li 17 53 0 26 May 2022
Vision Transformers in 2022: An Update on Tiny ImageNet Ethan Huynh ViT 21 11 0 21 May 2022
DProQ: A Gated-Graph Transformer for Protein Complex Structure Assessment Xiao Chen Alex Morehead Jian Liu Jianlin Cheng 27 7 0 21 May 2022
Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality Xiang Li Wenhai Wang Lingfeng Yang Jian Yang 95 73 0 20 May 2022
Vision Transformer Adapter for Dense Predictions Zhe Chen Yuchen Duan Wenhai Wang Junjun He Tong Lu Jifeng Dai Yu Qiao 20 537 0 17 May 2022
An Effective Transformer-based Solution for RSNA Intracranial Hemorrhage Detection Competition Fangxin Shang Siqi Wang Xiaorong Wang Yehui Yang MedIm 13 2 0 16 May 2022
Sequencer: Deep LSTM for Image Classification Yuki Tatsunami Masato Taki VLM ViT 8 77 0 04 May 2022
Improving the Transferability of Adversarial Examples with Restructure Embedded Patches Huipeng Zhou Yu-an Tan Yajie Wang Haoran Lyu Shan-Hung Wu Yuan-zhang Li ViT 11 4 0 27 Apr 2022
SUES-200: A Multi-height Multi-scene Cross-view Image Benchmark Across Drone and Satellite Runzhe Zhu Ling Yin Mingze Yang Fei Wu Yunchen Yang Wenbo Hu 12 45 0 22 Apr 2022
Diverse Imagenet Models Transfer Better Niv Nayman A. Golbert Asaf Noy Tan Ping Lihi Zelnik-Manor 14 0 0 19 Apr 2022
VSA: Learning Varied-Size Window Attention in Vision Transformers Qiming Zhang Yufei Xu Jing Zhang Dacheng Tao 22 50 0 18 Apr 2022
ResT V2: Simpler, Faster and Stronger Qing-Long Zhang Yubin Yang ViT 17 24 0 15 Apr 2022
S4OD: Semi-Supervised learning for Single-Stage Object Detection Yueming Zhang Xingxu Yao Chao-Jung Liu F. Chen Xiaolin Song Tengfei Xing Runbo Hu Hua Chai Pengfei Xu Guoshan Zhang ObjD 20 7 0 09 Apr 2022
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model Juncai Peng Yi Liu Shiyu Tang Yuying Hao Lutao Chu ... Baohua Lai Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma SSeg VLM 11 136 0 06 Apr 2022
Exploring Plain Vision Transformer Backbones for Object Detection Yanghao Li Hanzi Mao Ross B. Girshick Kaiming He ViT 11 765 0 30 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 22 261 0 22 Mar 2022
GroupTransNet: Group Transformer Network for RGB-D Salient Object Detection Xian Fang Jin-lei Zhu Xiuli Shao Hongpeng Wang ViT 22 13 0 21 Mar 2022
simCrossTrans: A Simple Cross-Modality Transfer Learning for Object Detection with ConvNets or Vision Transformers Xiaoke Shen I. Stamos ViT 10 5 0 20 Mar 2022
Open Set Recognition using Vision Transformer with an Additional Detection Head Feiyang Cai Zhenkai Zhang Jie Liu X. Koutsoukos ViT 14 6 0 16 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding X. Zhang Yi Zhou Jungong Han Guiguang Ding Jian-jun Sun VLM 31 522 0 13 Mar 2022
Active Token Mixer Guoqiang Wei Zhizheng Zhang Cuiling Lan Yan Lu Zhibo Chen 8 15 0 11 Mar 2022
YouTube-GDD: A challenging gun detection dataset with rich contextual information Yongxiang Gu Xingbin Liao Xiaolin Qin 9 6 0 08 Mar 2022
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention Kai Liu Tianyi Wu Cong Liu Guodong Guo ViT 25 13 0 08 Mar 2022