Title
TcGAN: Semantic-Aware and Structure-Preserved GANs with Individual Vision Transformer for Fast Arbitrary One-Shot Image Generation Yunliang Jiang Li Yan Xiongtao Zhang Yong-Jin Liu Da-Song Sun ViT 102 5 0 16 Feb 2023
A Comprehensive Study of Modern Architectures and Regularization Approaches on CheXpert5000 Sontje Ihler Felix Kuhnke Svenja Spindeldreier 32 1 0 13 Feb 2023
System identification of neural systems: If we got it right, would we know? Yena Han T. Poggio Brian Cheung 87 10 0 13 Feb 2023
Calibrating a Deep Neural Network with Its Predecessors Linwei Tao Minjing Dong Daochang Liu Changming Sun Chang Xu BDL UQCV 60 5 0 13 Feb 2023
A Unified View of Long-Sequence Models towards Modeling Million-Scale Dependencies Hongyu Hè Marko Kabić 78 2 0 13 Feb 2023
Is Distance Matrix Enough for Geometric Deep Learning? Zian Li Xiyuan Wang Yinan Huang Muhan Zhang 73 19 0 11 Feb 2023
MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing Zhe Li Zhongwen Rao Lujia Pan Zenglin Xu AI4TS 81 64 0 09 Feb 2023
Scale-aware neural calibration for wide swath altimetry observations Q. Febvre C. Ubelmann Julien Le Sommer Ronan Fablet 59 4 0 09 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 71 13 0 04 Feb 2023
Simple, Effective and General: A New Backbone for Cross-view Image Geo-localization Yingying Zhu Hongji Yang Yuxin Lu Qiang Huang 56 35 0 03 Feb 2023
KST-Mixer: Kinematic Spatio-Temporal Data Mixer For Colon Shape Estimation M. Oda K. Furukawa Nassir Navab Kensaku Mori 41 1 0 02 Feb 2023
AOP-Net: All-in-One Perception Network for Joint LiDAR-based 3D Object Detection and Panoptic Segmentation Yixuan Xu H. Fazlali Y. Ren Bingbing Liu 3DPC 35 3 0 02 Feb 2023
Analyzing Feed-Forward Blocks in Transformers through the Lens of Attention Maps Goro Kobayashi Tatsuki Kuribayashi Sho Yokoi Kentaro Inui 110 16 0 01 Feb 2023
Graph Mixer Networks Ahmet Sarigün 33 0 0 29 Jan 2023
Out-of-distributional risk bounds for neural operators with applications to the Helmholtz equation Jose Antonio Lara Benitez Takashi Furuya F. Faucher Anastasis Kratsios X. Tricoche Maarten V. de Hoop 124 19 0 27 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 115 2 0 26 Jan 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 106 3 0 25 Jan 2023
Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation Gilles Puy Alexandre Boulch Renaud Marlet 3DPC 79 38 0 24 Jan 2023
Computationally Efficient 3D MRI Reconstruction with Adaptive MLP Eric Z. Chen Chi Zhang Xiao Chen Yikang Liu Terrence Chen Shanhui Sun MedIm 51 5 0 21 Jan 2023
Open-Set Likelihood Maximization for Few-Shot Learning Malik Boudiaf Etienne Bennequin Myriam Tami Antoine Toubhans Pablo Piantanida C´eline Hudelot Ismail Ben Ayed BDL 125 10 0 20 Jan 2023
Test of Time: Instilling Video-Language Models with a Sense of Time Piyush Bagad Makarand Tapaswi Cees G. M. Snoek 167 37 0 05 Jan 2023
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj AI4CE 58 7 0 03 Jan 2023
Explainability and Robustness of Deep Visual Classification Models Jindong Gu AAML 94 2 0 03 Jan 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 150 102 0 03 Jan 2023
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons Yixing Xu Xinghao Chen Yunhe Wang MQ 73 8 0 29 Dec 2022
A Generalization of ViT/MLP-Mixer to Graphs Xiaoxin He Bryan Hooi T. Laurent Adam Perold Yann LeCun Xavier Bresson 115 98 0 27 Dec 2022
A Close Look at Spatial Modeling: From Attention to Convolution Xu Ma Huan Wang Can Qin Kunpeng Li Xing Zhao Jie Fu Yun Fu ViT 3DPC 61 12 0 23 Dec 2022
Towards Neural Variational Monte Carlo That Scales Linearly with System Size Or Sharir G. Chan Anima Anandkumar 46 4 0 21 Dec 2022
$Decision-making and control with diffractive optical networks$ Decision-making and control with diffractive optical networks Jumin Qiu Shuyuan Xiao Lujun Huang A. Miroshnichenko Dejian Zhang Tingting Liu Tianbao Yu 27 4 0 21 Dec 2022
Constructing Organism Networks from Collaborative Self-Replicators Steffen Illium Maximilian Zorn Cristian Lenta Michael Kolle Claudia Linnhoff-Popien Thomas Gabor 58 0 0 20 Dec 2022
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? Runpei Dong Zekun Qi Linfeng Zhang Junbo Zhang Jian‐Yuan Sun Zheng Ge Li Yi Kaisheng Ma ViT 3DPC 108 91 0 16 Dec 2022
Rethinking Vision Transformers for MobileNet Size and Speed Yanyu Li Ju Hu Yang Wen Georgios Evangelidis Kamyar Salahi Yanzhi Wang Sergey Tulyakov Jian Ren ViT 112 169 0 15 Dec 2022
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation Chenhongyi Yang Jiarui Xu Shalini De Mello Elliot J. Crowley Xinyu Wang ViT 96 22 0 13 Dec 2022
OAMixer: Object-aware Mixing Layer for Vision Transformers H. Kang Sangwoo Mo Jinwoo Shin VLM 111 4 0 13 Dec 2022
Attention in a family of Boltzmann machines emerging from modern Hopfield networks Toshihiro Ota Ryo Karakida 49 2 0 09 Dec 2022
Non-equispaced Fourier Neural Solvers for PDEs Haitao Lin Lirong Wu Yongjie Xu Yufei Huang Siyuan Li Guojiang Zhao Z. Stan 76 8 0 09 Dec 2022
Dynamic Test-Time Augmentation via Differentiable Functions Shohei Enomoto Monikka Roslianna Busto Takeharu Eda OOD 91 5 0 09 Dec 2022
ViTPose++: Vision Transformer for Generic Body Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 169 46 0 07 Dec 2022
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer Shibo Jie Zhi-Hong Deng 80 137 0 06 Dec 2022
A K-variate Time Series Is Worth K Words: Evolution of the Vanilla Transformer Architecture for Long-term Multivariate Time Series Forecasting Zanwei Zhou Rui-Ming Zhong Chen Yang Yan Wang Xiaokang Yang Wei Shen AI4TS 68 9 0 06 Dec 2022
Beyond Object Recognition: A New Benchmark towards Object Concept Learning Yong-Lu Li Yue Xu Xinyu Xu Xiaohan Mao Yuan Yao Siqi Liu Cewu Lu OCL 133 9 0 06 Dec 2022
Neural Representations Reveal Distinct Modes of Class Fitting in Residual Convolutional Networks Michal Jamro.z Marcin Kurdziel 46 0 0 01 Dec 2022
Extreme Image Transformations Affect Humans and Machines Differently Girik Malik Dakarai Crowder E. Mingolla AAML 69 2 0 30 Nov 2022
FREDSR: Fourier Residual Efficient Diffusive GAN for Single Image Super Resolution Kyoungwan Woo Achyuta Rajaram DiffM 62 1 0 30 Nov 2022
BALF: Simple and Efficient Blur Aware Local Feature Detector Zhenjun Zhao Yuwei Zhai Ben Chen Peidong Liu 55 4 0 27 Nov 2022
Differentially Private Image Classification from Features Harsh Mehta Walid Krichene Abhradeep Thakurta Alexey Kurakin Ashok Cutkosky 113 8 0 24 Nov 2022
Multi-Step Short-Term Wind Speed Prediction with Rank Pooling and Fast Fourier Transformation Hailong Shu 69 6 0 23 Nov 2022
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data Minghao Xu Yuanfan Guo Yi Xu Jiangtao Tang Xinlei Chen Yuandong Tian GNN 65 6 0 23 Nov 2022
On the Transferability of Visual Features in Generalized Zero-Shot Learning Paola Cascante-Bonilla Leonid Karlinsky James Smith Yanjun Qi Vicente Ordonez 68 2 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 126 141 0 22 Nov 2022