Title
QbyE-MLPMixer: Query-by-Example Open-Vocabulary Keyword Spotting using MLPMixer Jinmiao Huang W. Gharbieh Qianhui Wan Han Suk Shim Chul Lee 22 9 0 23 Jun 2022
BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation Ivan Grishchenko Valentin Bazarevsky Andrei Zanfir Eduard Gabriel Bazavan M. Zanfir Richard Yee Karthik Raveendran M. Zhdanovich Matthias Grundmann C. Sminchisescu 3DH 23 26 0 23 Jun 2022
LordNet: An Efficient Neural Network for Learning to Solve Parametric Partial Differential Equations without Simulated Data Xinquan Huang Wenlei Shi Xiaotian Gao Xinran Wei Jia Zhang Jiang Bian Mao Yang Tie-Yan Liu PINN 27 10 0 19 Jun 2022
A Unified Understanding of Deep NLP Models for Text Classification Zhuguo Li Xiting Wang Weikai Yang Jing Wu Zhengyan Zhang Zhiyuan Liu Maosong Sun Hui Zhang Shixia Liu VLM 28 30 0 19 Jun 2022
Model-Agnostic Few-Shot Open-Set Recognition Malik Boudiaf Etienne Bennequin Myriam Tami C´eline Hudelot Antoine Toubhans Pablo Piantanida Ismail Ben Ayed BDL 21 1 0 18 Jun 2022
SimA: Simple Softmax-free Attention for Vision Transformers Soroush Abbasi Koohpayegani Hamed Pirsiavash 26 25 0 17 Jun 2022
Fast Finite Width Neural Tangent Kernel Roman Novak Jascha Narain Sohl-Dickstein S. Schoenholz AAML 28 54 0 17 Jun 2022
Peripheral Vision Transformer Juhong Min Yucheng Zhao Chong Luo Minsu Cho ViT MDE 32 30 0 14 Jun 2022
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation Wenhao Li Hong Liu Tianyu Guo Runwei Ding Haoling Tang 3DH 21 27 0 13 Jun 2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing Zhaofan Qiu Ting Yao Chong-Wah Ngo Tao Mei ViT 37 15 0 13 Jun 2022
INDIGO: Intrinsic Multimodality for Domain Generalization Puneet Mangla Shivam Chandhok Milan Aggarwal V. Balasubramanian Balaji Krishnamurthy VLM 41 2 0 13 Jun 2022
Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency Jinyin Chen Mingjun Li Tao Liu Haibin Zheng Yao Cheng Changting Lin AAML 29 10 0 11 Jun 2022
Meet You Halfway: Explaining Deep Learning Mysteries Oriel BenShmuel AAML FedML FAtt OOD 30 0 0 09 Jun 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning Momin Abbas Quan-Wu Xiao Lisha Chen Pin-Yu Chen Tianyi Chen 21 78 0 08 Jun 2022
An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning Tiehua Zhang Yuze Liu Zhishu Shen Ruiqian Xu Xin Chen Xiaowei Huang Xi Zheng FedML AI4TS 37 9 0 07 Jun 2022
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach Hao Chen Chen Li Xirong Li M. Rahaman Weiming Hu ... Wanli Liu Changhao Sun Hongzan Sun Xinyu Huang M. Grzegorzek HAI 37 99 0 07 Jun 2022
Layered Depth Refinement with Mask Guidance Seunggeun Kim Jianming Zhang Simon Niklaus Yifei Fan Simon Chen Zhe-nan Lin Munchurl Kim 31 8 0 07 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 26 348 0 02 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 23 24 0 02 Jun 2022
Generalized Supervised Contrastive Learning Jaewon Kim Hyuk-Gi Lee Jooyoung Chang S. Park SSL AILaw 23 1 0 01 Jun 2022
Vision GNN: An Image is Worth Graph of Nodes Kai Han Yunhe Wang Jianyuan Guo Yehui Tang Enhua Wu GNN 3DH 19 356 0 01 Jun 2022
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution Long Sun Jin-shan Pan Jinhui Tang SupR 43 85 0 30 May 2022
HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling Xiaosong Zhang Yunjie Tian Wei Huang QiXiang Ye Qi Dai Lingxi Xie Qi Tian 64 26 0 30 May 2022
You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction Ziteng Cui Kunchang Li Lin Gu Sheng Su Peng Gao Zhengkai Jiang Yu Qiao Tatsuya Harada ViT 82 129 0 30 May 2022
MDMLP: Image Classification from Scratch on Small Datasets with MLP Tianxu Lv Chongyang Bai Chaojie Wang 26 5 0 28 May 2022
A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks Yu Pan Zeyong Su Ao Liu Jingquan Wang Nannan Li Zenglin Xu 40 11 0 28 May 2022
WaveMix: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan Kavitha Viswanathan S. AnanduA A. Sethi 26 20 0 28 May 2022
Sharpness-Aware Training for Free Jiawei Du Daquan Zhou Jiashi Feng Vincent Y. F. Tan Qiufeng Wang AAML 33 92 0 27 May 2022
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures Emmanuel Abbe Samy Bengio Elisabetta Cornacchia Jon M. Kleinberg Aryo Lotfi M. Raghu Chiyuan Zhang MLT 16 10 0 26 May 2022
Spatio-temporally separable non-linear latent factor learning: an application to somatomotor cortex fMRI data Eloy P. T. Geenjaar A. Kashyap N. Lewis Robyn L. Miller Vince D. Calhoun 30 1 0 26 May 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 154 641 0 26 May 2022
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers Bin Ren Yahui Liu Yue Song Wei Bi Rita Cucchiara N. Sebe Wei Wang 57 24 0 25 May 2022
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT James Lee-Thorp Joshua Ainslie MoE 34 11 0 24 May 2022
FreDo: Frequency Domain-based Long-Term Time Series Forecasting Fan-Keng Sun Duane S. Boning AI4TS 53 11 0 24 May 2022
Semi-Parametric Inducing Point Networks and Neural Processes R. Rastogi Yair Schiff Alon Hacohen Zhaozhi Li I-Hsiang Lee Yuntian Deng M. Sabuncu Volodymyr Kuleshov 3DPC 29 6 0 24 May 2022
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? Juanhui Li Harry Shomer Jiayu Ding Yiqi Wang Yao Ma Neil Shah Jiliang Tang Dawei Yin 45 12 0 21 May 2022
PointVector: A Vector Representation In Point Cloud Analysis Xin Deng Wenyu Zhang Qing Ding Xinming Zhang 3DPC 55 28 0 21 May 2022
A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers Yuzhong Chen Yu Du Zhe Xiao Lin Zhao Lu Zhang ... Dajiang Zhu Tuo Zhang Xintao Hu Tianming Liu Xi Jiang ViT 27 5 0 20 May 2022
Fast matrix multiplication for binary and ternary CNNs on ARM CPU A. Trusov E. Limonova D. Nikolaev V. Arlazarov MQ 27 5 0 18 May 2022
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers Arda Sahiner Tolga Ergen Batu Mehmet Ozturkler John M. Pauly Morteza Mardani Mert Pilanci 43 33 0 17 May 2022
POViT: Vision Transformer for Multi-objective Design and Characterization of Nanophotonic Devices Xinyu Chen Renjie Li Yueyao Yu Yuanwen Shen Wenye Li Zhaoyu Zhang Yin Zhang ViT 28 1 0 17 May 2022
Bridging Sim2Real Gap Using Image Gradients for the Task of End-to-End Autonomous Driving U. R. Nair Sarthak Sharma Udit Singh Parihar M. S. Menon Srikanth Vidapanakal 26 3 0 16 May 2022
Discovering and Explaining the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions Fang Wu Siyuan Li Lirong Wu Dragomir R. Radev Stan Z. Li 27 2 0 15 May 2022
ImageSig: A signature transform for ultra-lightweight image recognition Mohamed Ramzy Ibrahim Terry Lyons VLM 19 7 0 13 May 2022
Mask Wearing Status Estimation with Smartwatches Huina Meng Xilei Wu Xin Wang Yu Fan Jingang Shi Han Ding Fei Wang 24 1 0 12 May 2022
Social Distancing Alert with Smartwatches Xin Wang Xilei Wu Huina Meng Yu Fan Jing Shi Han Ding Fei Wang 38 0 0 12 May 2022
Vision Transformer: Vit and its Derivatives Zujun Fu ViT 41 6 0 12 May 2022
MPPNet: Multi-Frame Feature Intertwining with Proxy Points for 3D Temporal Object Detection Xuesong Chen Shaoshuai Shi Benjin Zhu Ka Chun Cheung Hang Xu Hongsheng Li 3DPC 40 80 0 12 May 2022
Calibrating for Class Weights by Modeling Machine Learning Andrew Caplin Daniel Martin Philip Marx 24 1 0 10 May 2022
LPGNet: Link Private Graph Networks for Node Classification Aashish Kolluri Teodora Baluta Bryan Hooi Prateek Saxena 35 24 0 06 May 2022