Title
Identification of Systematic Errors of Image Classifiers on Rare Subgroups J. H. Metzen Robin Hutmacher N. G. Hua Valentyn Boreiko Dan Zhang AAML VLM 61 19 0 09 Mar 2023
FFT-based Dynamic Token Mixer for Vision Yuki Tatsunami Masato Taki 47 20 0 07 Mar 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks Jierun Chen Shiu-hong Kao Hao He Weipeng Zhuo Song Wen Chul-Ho Lee Shueng-Han Gary Chan OOD 37 787 0 07 Mar 2023
Rethinking Confidence Calibration for Failure Prediction Fei Zhu Zhen Cheng Xu-Yao Zhang Cheng-Lin Liu UQCV 22 39 0 06 Mar 2023
MixVPR: Feature Mixing for Visual Place Recognition A. Ali-bey B. Chaib-draa Philippe Giguère 23 132 0 03 Mar 2023
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning Xiaoqin Zhang Zunjie Xiao Xiao Wu Jiansheng Fang Junyong Shen Yan Hu Jiang-Dong Liu 37 11 0 03 Mar 2023
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models Naman D. Singh Francesco Croce Matthias Hein OOD 45 62 0 03 Mar 2023
Dropout Reduces Underfitting Zhuang Liu Zhi-Qin John Xu Joseph Jin Zhiqiang Shen Trevor Darrell 45 36 0 02 Mar 2023
Image as Set of Points Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 48 49 0 02 Mar 2023
FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling Wei-Yin Ko Daniel D'souza Karina Nguyen Randall Balestriero Sara Hooker FedML 24 11 0 01 Mar 2023
Diffusion Probabilistic Fields Peiye Zhuang Samira Abnar Jiatao Gu Alex Schwing Joshua M. Susskind Miguel Angel Bautista DiffM 22 25 0 01 Mar 2023
Representation Disentaglement via Regularization by Causal Identification Juan Castorena OOD CML 39 0 0 28 Feb 2023
Leveraging Angular Distributions for Improved Knowledge Distillation Eunyeong Jeon Hongjun Choi Ankita Shukla Pavan Turaga 11 8 0 27 Feb 2023
Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation Shaoyan Pan Shao-Yuan Lo M. Huang Chaoqiong Ma Jacob F. Wynne Tonghe Wang Tian Liu Xiaofeng Yang OOD MedIm 32 3 0 25 Feb 2023
Boosting Adversarial Transferability using Dynamic Cues Muzammal Naseer Ahmad A Mahmood Salman Khan Fahad Shahbaz Khan AAML 28 5 0 23 Feb 2023
Do We Really Need Complicated Model Architectures For Temporal Networks? Weilin Cong Si Zhang Jian Kang Baichuan Yuan Hao Wu Xin Zhou Hanghang Tong Mehrdad Mahdavi GNN AI4TS 31 115 0 22 Feb 2023
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers Pranav Jeevan Nikhil Cherian Kurian A. Sethi MedIm 32 1 0 22 Feb 2023
Steerable Equivariant Representation Learning Sangnie Bhardwaj Willie McClinton Tongzhou Wang Guillaume Lajoie Chen Sun Phillip Isola Dilip Krishnan OOD LLMSV 34 5 0 22 Feb 2023
Optical Transformers Maxwell G. Anderson Shifan Ma Tianyu Wang Logan G. Wright Peter L. McMahon 22 20 0 20 Feb 2023
Unsupervised Learning on a DIET: Datum IndEx as Target Free of Self-Supervision, Reconstruction, Projector Head Randall Balestriero 38 3 0 20 Feb 2023
HTNet: Human Topology Aware Network for 3D Human Pose Estimation Jia Cai Hong Liu Runwei Ding Wenhao Li Jianbing Wu Miaoju Ban 3DH 30 13 0 20 Feb 2023
Gradient-based Wang-Landau Algorithm: A Novel Sampler for Output Distribution of Neural Networks over the Input Space Weitang Liu Ying-Wai Li Yi-Zhuang You Jingbo Shang 21 1 0 19 Feb 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 33 6 0 16 Feb 2023
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 34 5 0 16 Feb 2023
A Comprehensive Study of Modern Architectures and Regularization Approaches on CheXpert5000 Sontje Ihler Felix Kuhnke Svenja Spindeldreier 30 1 0 13 Feb 2023
System identification of neural systems: If we got it right, would we know? Yena Han T. Poggio Brian Cheung 34 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 16 5 0 13 Feb 2023
A Unified View of Long-Sequence Models towards Modeling Million-Scale Dependencies Hongyu Hè Marko Kabić 30 2 0 13 Feb 2023
Is Distance Matrix Enough for Geometric Deep Learning? Zian Li Xiyuan Wang Yinan Huang Muhan Zhang 37 18 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 33 62 0 09 Feb 2023
Scale-aware neural calibration for wide swath altimetry observations Q. Febvre C. Ubelmann Julien Le Sommer Ronan Fablet 24 4 0 09 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 44 12 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 19 33 0 03 Feb 2023
KST-Mixer: Kinematic Spatio-Temporal Data Mixer For Colon Shape Estimation M. Oda K. Furukawa Nassir Navab Kensaku Mori 26 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 18 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 33 14 0 01 Feb 2023
Graph Mixer Networks Ahmet Sarigün 28 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 45 16 0 27 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 44 2 0 26 Jan 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 45 2 0 25 Jan 2023
Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation Gilles Puy Alexandre Boulch Renaud Marlet 3DPC 31 36 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 25 4 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 34 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 86 36 0 05 Jan 2023
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj AI4CE 29 7 0 03 Jan 2023
Explainability and Robustness of Deep Visual Classification Models Jindong Gu AAML 47 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 46 91 0 03 Jan 2023
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons Yixing Xu Xinghao Chen Yunhe Wang MQ 27 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 47 88 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 25 11 0 23 Dec 2022