Title
SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning Tanguy Marchand Regis Loeb Ulysse Marteau-Ferey Jean Ogier du Terrail Arthur Pignet FedML 42 4 0 13 Jun 2023
Scale-Rotation-Equivariant Lie Group Convolution Neural Networks (Lie Group-CNNs) Weizheng Qiao Yang Xu Hui Li 34 0 0 12 Jun 2023
Graph Agent Network: Empowering Nodes with Decentralized Communications Capabilities for Adversarial Resilience Ao Liu Wenshan Li Tao Li Beibei Li Hanyuan Huang Guangquan Xu Pan Zhou AAML 47 0 0 12 Jun 2023
FlowFormer: A Transformer Architecture and Its Masked Cost Volume Autoencoding for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Yijin Li Hongwei Qin Jifeng Dai Xiaogang Wang Hongsheng Li 33 4 0 08 Jun 2023
Degraded Polygons Raise Fundamental Questions of Neural Network Perception Leonard Tang Dan Ley AAML 21 0 0 08 Jun 2023
Proximity-Informed Calibration for Deep Neural Networks Miao Xiong Ailin Deng Pang Wei Koh Jiaying Wu Shen Li Jianqing Xu Bryan Hooi UQCV 29 12 0 07 Jun 2023
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex Drew Linsley I. F. Rodriguez Thomas Fel Michael Arcaro Saloni Sharma Margaret Livingstone Thomas Serre 35 19 0 06 Jun 2023
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers Junyuan Hong Yi Zeng Shuyang Yu Lingjuan Lyu R. Jia Jiayu Zhou AAML 13 8 0 04 Jun 2023
Context-PIPs: Persistent Independent Particles Demands Spatial Context Features Weikang Bian Zhaoyang Huang Xiaoyu Shi Yitong Dong Yijin Li Hongsheng Li 27 6 0 03 Jun 2023
Understanding MLP-Mixer as a Wide and Sparse MLP Tomohiro Hayase Ryo Karakida MoE 31 4 0 02 Jun 2023
Knowledge Graph Reasoning over Entities and Numerical Values Jiaxin Bai Cheng-hsin Luo Zheng Li Qingyu Yin Bing Yin Yangqiu Song 16 14 0 02 Jun 2023
SelFLoc: Selective Feature Fusion for Large-scale Point Cloud-based Place Recognition Qibo Qiu Haiming Gao Wenxiao Wang Zhiyi Su Tian Xie Wei Hua Xiaofei He 3DPC 25 2 0 01 Jun 2023
White-Box Transformers via Sparse Rate Reduction Yaodong Yu Sam Buchanan Druv Pai Tianzhe Chu Ziyang Wu Shengbang Tong B. Haeffele Yi Ma ViT 31 81 0 01 Jun 2023
Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training Rie Johnson Tong Zhang 11 5 0 31 May 2023
DC CoMix TTS: An End-to-End Expressive TTS with Discrete Code Collaborated with Mixer Yerin Choi M. Koo 33 0 0 31 May 2023
CVSNet: A Computer Implementation for Central Visual System of The Brain Ruimin Gao Hao-Li Zou Zhekai Duan 31 3 0 31 May 2023
Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts Rishov Sarkar Hanxue Liang Zhiwen Fan Zhangyang Wang Cong Hao MoE 30 17 0 30 May 2023
Brainformers: Trading Simplicity for Efficiency Yan-Quan Zhou Nan Du Yanping Huang Daiyi Peng Chang Lan ... Zhifeng Chen Quoc V. Le Claire Cui J.H.J. Laundon J. Dean MoE 18 23 0 29 May 2023
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition Florian Mai Juan Pablo Zuluaga Titouan Parcollet P. Motlícek 36 10 0 29 May 2023
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation J. Sun Xiaoshuang Shi Zhiyuan Weng Kaidi Xu H. Shen Xiao-lan Zhu MLLM 33 2 0 28 May 2023
Sharpness-Aware Minimization Leads to Low-Rank Features Maksym Andriushchenko Dara Bahri H. Mobahi Nicolas Flammarion AAML 25 25 0 25 May 2023
DP-SGD Without Clipping: The Lipschitz Neural Network Way Louis Bethune Thomas Massena Thibaut Boissin Yannick Prudent Corentin Friedrich Franck Mamalet A. Bellet M. Serrurier David Vigouroux 34 9 0 25 May 2023
Manifold Diffusion Fields Ahmed A. A. Elhag Yuyang Wang J. Susskind Miguel Angel Bautista DiffM AI4CE 36 6 0 24 May 2023
Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction Wanyun Cui Xingran Chen LRM AAML 44 0 0 24 May 2023
HARD: Hard Augmentations for Robust Distillation Arne F. Nix Max F. Burg Fabian H. Sinz AAML 39 1 0 24 May 2023
TriMLP: Revenge of a MLP-like Architecture in Sequential Recommendation Yiheng Jiang Yuanbo Xu Yongjian Yang Funing Yang Pengyang Wang Hui Xiong 36 2 0 24 May 2023
Evolution: A Unified Formula for Feature Operators from a High-level Perspective Zhicheng Cai 16 0 0 23 May 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 90 562 0 22 May 2023
MFT: Long-Term Tracking of Every Pixel Michal Neoral Jonas Serych Juan E. Sala Matas VOT 16 42 0 22 May 2023
BreastSAM: A Study of Segment Anything Model for Breast Tumor Detection in Ultrasound Images Mingzhe Hu Yuheng Li Xiaofeng Yang 24 15 0 21 May 2023
DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining Weifeng Jiang Qianren Mao Chenghua Lin Jianxin Li Ting Deng Weiyi Yang Zihan Wang 18 2 0 20 May 2023
GELU Activation Function in Deep Learning: A Comprehensive Mathematical Analysis and Performance Minhyeok Lee 26 29 0 20 May 2023
Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness Yuxuan Zhou Zhi-Qi Cheng Ju He Bin Luo Yifeng Geng Xuansong Xie 31 11 0 19 May 2023
Towards Generalist Robots: A Promising Paradigm via Generative Simulation Zhou Xian Théophile Gervet Zhenjia Xu Yi-Ling Qiao Tsun-Hsuan Wang Yian Wang LM&Ro 52 7 0 17 May 2023
The Hessian perspective into the Nature of Convolutional Neural Networks Sidak Pal Singh Thomas Hofmann Bernhard Schölkopf 33 11 0 16 May 2023
Diffusion Models for Imperceptible and Transferable Adversarial Attack Jianqi Chen H. Chen Keyan Chen Yilan Zhang Zhengxia Zou Z. Shi DiffM 32 57 0 14 May 2023
Regular Splitting Graph Network for 3D Human Pose Estimation Md. Tanvir Hassan A. Ben Hamza 3DH 21 19 0 09 May 2023
Toeplitz Neural Network for Sequence Modeling Zhen Qin Xiaodong Han Weixuan Sun Bowen He Dong Li Dongxu Li Yuchao Dai Lingpeng Kong Yiran Zhong AI4TS ViT 38 40 0 08 May 2023
Cuttlefish: Low-Rank Model Training without All the Tuning Hongyi Wang Saurabh Agarwal Pongsakorn U-chupala Yoshiki Tanaka Eric P. Xing Dimitris Papailiopoulos OffRL 58 22 0 04 May 2023
Revisiting the Encoding of Satellite Image Time Series Xin Cai Y. Bi Peter Nicholl Roy Sterritt AI4TS 41 3 0 03 May 2023
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation Yizhe Ma Fangjian Lin Sitong Wu Sheng Tian Long Yu 37 12 0 01 May 2023
SkinSAM: Empowering Skin Cancer Segmentation with Segment Anything Model Mingzhe Hu Yuheng Li Xiaofeng Yang VLM 147 51 0 27 Apr 2023
Improving Adversarial Transferability via Intermediate-level Perturbation Decay Qizhang Li Yiwen Guo W. Zuo Hao Chen AAML 22 19 0 26 Apr 2023
iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer Toshihiro Ota Masato Taki 35 2 0 25 Apr 2023
DuETT: Dual Event Time Transformer for Electronic Health Records Alex Labach Aslesha Pokhrel Xiao Shi Huang S. Zuberi S. Yi M. Volkovs T. Poutanen Rahul G. Krishnan AI4TS MedIm 25 3 0 25 Apr 2023
STM-UNet: An Efficient U-shaped Architecture Based on Swin Transformer and Multi-scale MLP for Medical Image Segmentation Lei Shi Tianyu Gao Zheng-Wei Zhang Junxing Zhang ViT MedIm 20 7 0 25 Apr 2023
Gen-NeRF: Efficient and Generalizable Neural Radiance Fields via Algorithm-Hardware Co-Design Y. Fu Zhifan Ye Jiayi Yuan Shunyao Zhang Sixu Li Haoran You Yingyan Lin 63 17 0 24 Apr 2023
DeformableFormer: Classification of Endoscopic Ultrasound Guided Fine Needle Biopsy in Pancreatic Diseases Taiji Kurami T. Ishikawa Kazuhiro Hotta MedIm 15 0 0 21 Apr 2023
Complex Mixer for MedMNIST Classification Decathlon Zhuoran Zheng Xiuyi Jia 32 7 0 20 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 42 132 0 19 Apr 2023