Title
The Curious Case of Benign Memorization Sotiris Anagnostidis Gregor Bachmann Lorenzo Noci Thomas Hofmann AAML 49 8 0 25 Oct 2022
BARS: A Benchmark for Airport Runway Segmentation Wenhui Chen Zhijiang Zhang Liang Yu Yichun Tai 19 11 0 24 Oct 2022
S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window Attention Chi Zhang Lu Zhou Lei Wang Zaiyan Dai Jun Yang ViT 34 23 0 22 Oct 2022
Accumulated Trivial Attention Matters in Vision Transformers on Small Datasets Xiangyu Chen Qinghao Hu Kaidong Li Cuncong Zhong Guanghui Wang ViT 38 11 0 22 Oct 2022
A Unified View of Masked Image Modeling Zhiliang Peng Li Dong Hangbo Bao QiXiang Ye Furu Wei VLM 54 35 0 19 Oct 2022
A Tri-Layer Plugin to Improve Occluded Detection Guanqi Zhan Weidi Xie Andrew Zisserman 24 20 0 18 Oct 2022
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 27 11 0 18 Oct 2022
Token Merging: Your ViT But Faster Daniel Bolya Cheng-Yang Fu Xiaoliang Dai Peizhao Zhang Christoph Feichtenhofer Judy Hoffman MoMe 51 422 0 17 Oct 2022
2nd Place Solution to Google Universal Image Embedding Xiaolong Huang Qiankun Li SSL 32 2 0 17 Oct 2022
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification Tom van Sonsbeek Xiantong Zhen Dwarikanath Mahapatra M. Worring 31 12 0 13 Oct 2022
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian Bartoldson B. Kailkhura Davis W. Blalock 31 47 0 13 Oct 2022
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces Eric N. D. Nguyen Karan Goel Albert Gu Gordon W. Downs Preey Shah Tri Dao S. Baccus Christopher Ré VLM 22 39 0 12 Oct 2022
How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization Jonas Geiping Micah Goldblum Gowthami Somepalli Ravid Shwartz-Ziv Tom Goldstein A. Wilson 26 35 0 12 Oct 2022
Match Cutting: Finding Cuts with Smooth Visual Transitions Boris Chen Amir Ziai Rebecca Tucker Yuchen Xie VGen 28 14 0 11 Oct 2022
Curved Representation Space of Vision Transformers Juyeop Kim Junha Park Songkuk Kim Jongseok Lee ViT 38 6 0 11 Oct 2022
Rethinking the Detection Head Configuration for Traffic Object Detection Yi Shi Jiang Wu Shixuan Zhao Gangyao Gao T. Deng Hongmei Yan ObjD 24 5 0 08 Oct 2022
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation Evan Ling De-Kai Huang Minhoe Hur 27 5 0 07 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Chenglin Yang Siyuan Qiao Qihang Yu Xiaoding Yuan Yukun Zhu Alan Yuille Hartwig Adam Liang-Chieh Chen ViT MoE 39 59 0 04 Oct 2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 34 15 0 03 Oct 2022
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning Weicong Liang Yuhui Yuan Henghui Ding Xiao Luo Weihong Lin Ding Jia Zheng-Wei Zhang Chao Zhang Hanhua Hu 35 25 0 03 Oct 2022
Dilated Neighborhood Attention Transformer Ali Hassani Humphrey Shi ViT MedIm 33 68 0 29 Sep 2022
Transfer Learning with Pretrained Remote Sensing Transformers A. Fuller K. Millard J.R. Green 33 11 0 28 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 59 135 0 22 Sep 2022
VINet: Visual and Inertial-based Terrain Classification and Adaptive Navigation over Unknown Terrain Tianrui Guan Ruitao Song Zhixian Ye Liangjun Zhang 48 10 0 16 Sep 2022
Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learning Feng Wang M. C. Gursoy Senem Velipasalar 19 2 0 12 Sep 2022
LRT: An Efficient Low-Light Restoration Transformer for Dark Light Field Images Shansi Zhang Nan Meng E. Lam ViT 47 20 0 06 Sep 2022
A Review of Sparse Expert Models in Deep Learning W. Fedus J. Dean Barret Zoph MoE 20 144 0 04 Sep 2022
AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier Lars Heiliger Zdravko Marinov Max Hasin André Ferreira Jana Fragemann ... D. Kersting Victor Alves Rainer Stiefelhagen Jan Egger Jens Kleesiek 27 9 0 02 Sep 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results Ren Yang Radu Timofte Xin Li Qi Zhang Lin Zhang ... Yijian Zhang Mao Ye Dengyan Luo Xiaofeng Pan L. Peng SupR 53 30 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
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets Hao Chen R. Tao Han Zhang Yidong Wang Xiang Li Weirong Ye Jindong Wang Guosheng Hu Marios Savvides VPVLM 32 53 0 15 Aug 2022
BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers Zhiliang Peng Li Dong Hangbo Bao QiXiang Ye Furu Wei 29 306 0 12 Aug 2022
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model Di Wang Qiming Zhang Yufei Xu Jing Zhang Bo Du Dacheng Tao Lefei Zhang 36 242 0 08 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu VPVLM VLM 24 75 0 04 Aug 2022
Unified Normalization for Accelerating and Stabilizing Transformers Qiming Yang Kai Zhang Chaoxiang Lan Zhi Yang Zheyang Li Wenming Tan Jun Xiao Shiliang Pu 17 8 0 02 Aug 2022
giMLPs: Gate with Inhibition Mechanism in MLPs Cheng Kang Jindich Prokop Lei Tong Huiyu Zhou Yong Hu Daneil Novak 29 0 0 01 Aug 2022
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions Yongming Rao Wenliang Zhao Yansong Tang Jie Zhou Ser-Nam Lim Jiwen Lu ViT 22 251 0 28 Jul 2022
Visual Recognition by Request Chufeng Tang Lingxi Xie Xiaopeng Zhang Xiaolin Hu Qi Tian VLM 16 15 0 28 Jul 2022
PEA: Improving the Performance of ReLU Networks for Free by Using Progressive Ensemble Activations Á. Utasi 35 0 0 28 Jul 2022
Multi-Forgery Detection Challenge 2022: Push the Frontier of Unconstrained and Diverse Forgery Detection Jianshu Li Man Luo Jian Liu Tao Chen Chengjie Wang ... Bo Liu Mingyu Guo Ying Guo Y. Ao Pengfei Gao 19 0 0 27 Jul 2022
Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment Qiang Chen Xiaokang Chen Jian Wang Shan Zhang Kun Yao Haocheng Feng Junyu Han Errui Ding Gang Zeng Jingdong Wang ViT 49 120 0 26 Jul 2022
DETRs with Hybrid Matching Ding Jia Yuhui Yuan Hao He Xiao-pei Wu Haojun Yu Weihong Lin Lei-huan Sun Chao Zhang Hanhua Hu 26 182 0 26 Jul 2022
Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering Yang Liu Guanbin Li Liang Lin LRM 36 80 0 26 Jul 2022
Dive into Big Model Training Qinghua Liu Yuxiang Jiang MoMe AI4CE LRM 21 3 0 25 Jul 2022
Applying Spatiotemporal Attention to Identify Distracted and Drowsy Driving with Vision Transformers Samay Lakhani ViT MedIm 19 1 0 22 Jul 2022
Efficient Graph-Friendly COCO Metric Computation for Train-Time Model Evaluation Luke Wood François Chollet 19 7 0 21 Jul 2022
TinyViT: Fast Pretraining Distillation for Small Vision Transformers Kan Wu Jinnian Zhang Houwen Peng Mengchen Liu Bin Xiao Jianlong Fu Lu Yuan ViT 21 246 0 21 Jul 2022
Vision Transformers: From Semantic Segmentation to Dense Prediction Li Zhang Jiachen Lu Sixiao Zheng Xinxuan Zhao Xiatian Zhu Yanwei Fu Tao Xiang Jianfeng Feng Philip H. S. Torr ViT 27 7 0 19 Jul 2022
Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography Kai Ma Pengcheng Xi K. Habashy Ashkan Ebadi Stéphane Tremblay Alexander Wong ViT MedIm 23 1 0 19 Jul 2022
MonoIndoor++:Towards Better Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Runze Li Pan Ji Yi Tian Xu B. Bhanu MDE 21 22 0 18 Jul 2022