Title
Structure Regularized Attentive Network for Automatic Femoral Head Necrosis Diagnosis and Localization Lingfeng Li Huaiwei Cong Gangming Zhao Junran Peng Zheng Zhang Jinpeng Li MedIm 48 1 0 23 Aug 2022
AA-Forecast: Anomaly-Aware Forecast for Extreme Events Ashkan Farhangi Jiang Bian Arthur Huang Haoyi Xiong Jun Wang Zhi-guo Guo AI4TS 29 4 0 21 Aug 2022
Enhancing Targeted Attack Transferability via Diversified Weight Pruning Hung-Jui Wang Yuehua Wu Shang-Tse Chen AAML 37 2 0 18 Aug 2022
Transformer Vs. MLP-Mixer: Exponential Expressive Gap For NLP Problems D. Navon A. Bronstein MoE 38 0 0 17 Aug 2022
Grasping Core Rules of Time Series through Pure Models Gedi Liu Yifeng Jiang Yicun Ouyang Keyang Zhong Yang Wang AI4TS 27 0 0 15 Aug 2022
Exploiting Multiple Sequence Lengths in Fast End to End Training for Image Captioning J. Hu Roberto Cavicchioli Alessandro Capotondi 29 21 0 13 Aug 2022
Instance Image Retrieval by Learning Purely From Within the Dataset Zhongyan Zhang Lei Wang Yang Wang Luping Zhou Jianjia Zhang Peng Wang Fangxiao Chen SSL 31 0 0 12 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
Is current research on adversarial robustness addressing the right problem? Ali Borji OOD AAML 11 1 0 31 Jul 2022
CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation Hao Sun Hongyi Wang Jiaqing Liu Yen-Wei Chen Lanfen Lin 11 98 0 28 Jul 2022
Extraction of Vascular Wall in Carotid Ultrasound via a Novel Boundary-Delineation Network Qing-Hua Huang Lizhi Jia Guanqing Ren Xiaoyi Wang Chunying Liu 11 23 0 28 Jul 2022
VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-training Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos Y. Kompatsiaris 23 2 0 27 Jul 2022
TINYCD: A (Not So) Deep Learning Model For Change Detection Andrea Codegoni G. Lombardi Alessandro Ferrari 38 46 0 26 Jul 2022
Exploring the Design of Adaptation Protocols for Improved Generalization and Machine Learning Safety Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 32 0 0 26 Jul 2022
Intention-Conditioned Long-Term Human Egocentric Action Forecasting Esteve Valls Mascaro Hyemin Ahn Dongheui Lee EgoV 27 28 0 25 Jul 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 41 36 0 25 Jul 2022
Quad-Net: Quad-domain Network for CT Metal Artifact Reduction Zilong Li Qinhan Gao Yaping Wu Chuang Niu Junping Zhang Meiyun Wang Ge Wang Hongming Shan MedIm 27 8 0 24 Jul 2022
Do Perceptually Aligned Gradients Imply Adversarial Robustness? Roy Ganz Bahjat Kawar Michael Elad AAML 27 9 0 22 Jul 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Stephen Lin Seung Wook Kim ViT 24 123 0 22 Jul 2022
Novel Class Discovery without Forgetting K. J. Joseph S. Paul Gaurav Aggarwal Soma Biswas Piyush Rai Kai Han V. Balasubramanian CLL 54 43 0 21 Jul 2022
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling? Yi Tay Mostafa Dehghani Samira Abnar Hyung Won Chung W. Fedus J. Rao Sharan Narang Vinh Q. Tran Dani Yogatama Donald Metzler AI4CE 34 100 0 21 Jul 2022
SplitMixer: Fat Trimmed From MLP-like Models Ali Borji Sikun Lin 23 3 0 21 Jul 2022
SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks Chien-Yu Lin Anish K. Prabhu Thomas Merth Sachin Mehta Anurag Ranjan Maxwell Horton Mohammad Rastegari 23 2 0 21 Jul 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning F. Wenzel Andrea Dittadi Peter V. Gehler Carl-Johann Simon-Gabriel Max Horn ... Chris Russell Thomas Brox Bernt Schiele Bernhard Schölkopf Francesco Locatello OOD OODD AAML 62 71 0 19 Jul 2022
Research Trends and Applications of Data Augmentation Algorithms João Fonseca F. Bação 43 4 0 18 Jul 2022
MLP-GAN for Brain Vessel Image Segmentation B. Xie Hao Tang Bin Duan Dawen Cai Yan Yan MedIm 40 2 0 17 Jul 2022
Guaranteed Discovery of Control-Endogenous Latent States with Multi-Step Inverse Models Alex Lamb Riashat Islam Yonathan Efroni Aniket Didolkar Dipendra Kumar Misra Dylan J. Foster Lekan Molu Rajan Chari A. Krishnamurthy John Langford 46 24 0 17 Jul 2022
Progress and limitations of deep networks to recognize objects in unusual poses Amro Abbas Stéphane Deny OOD AAML 15 18 0 16 Jul 2022
Parameterization of Cross-Token Relations with Relative Positional Encoding for Vision MLP Zhicai Wang Y. Hao Xingyu Gao Hao Zhang Shuo Wang Tingting Mu Xiangnan He 23 8 0 15 Jul 2022
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification I. Dimitrovski Ivan Kitanovski D. Kocev Nikola Simidjievski VLM 32 76 0 14 Jul 2022
Benchmarking Omni-Vision Representation through the Lens of Visual Realms Yuanhan Zhang Zhen-fei Yin Jing Shao Ziwei Liu VLM 46 26 0 14 Jul 2022
On the Strong Correlation Between Model Invariance and Generalization Weijian Deng Stephen Gould Liang Zheng OOD 34 16 0 14 Jul 2022
Explainable Sparse Knowledge Graph Completion via High-order Graph Reasoning Network Weijia Chen Yixin Cao Fuli Feng Xiangnan He Yongdong Zhang 13 2 0 14 Jul 2022
Adversarial Robustness Assessment of NeuroEvolution Approaches Inês Valentim Nuno Lourenço Nuno Antunes AAML 34 1 0 12 Jul 2022
Coronavirus disease situation analysis and prediction using machine learning: a study on Bangladeshi population Al-Akhir Nayan B. Kijsirikul Y. Iwahori 14 4 0 12 Jul 2022
Improving Domain Generalization by Learning without Forgetting: Application in Retail Checkout Thuy C. Nguyen N. Phan S. T. Nguyen OOD 27 3 0 12 Jul 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 36 21 0 12 Jul 2022
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm Lechao Xiao Jeffrey Pennington 45 10 0 11 Jul 2022
PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation Bin Ren Hao Tang Yiming Wang Xia Li Wei Wang N. Sebe ViT 24 5 0 09 Jul 2022
VidConv: A modernized 2D ConvNet for Efficient Video Recognition Chuong H. Nguyen Su Huynh Vinh Nguyen Ngoc-Khanh Nguyen ViT 27 3 0 08 Jul 2022
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding Yifan Peng Siddharth Dalmia Ian Lane Shinji Watanabe 30 143 0 06 Jul 2022
Generalization to translation shifts: a study in architectures and augmentations Suriya Gunasekar 13 1 0 05 Jul 2022
Back to MLP: A Simple Baseline for Human Motion Prediction Wenya Guo Yuming Du Xi Shen Vincent Lepetit Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 39 112 0 04 Jul 2022
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition Wenhao Wu Zhun Sun Wanli Ouyang VLM 105 93 0 04 Jul 2022
Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures Tianze Zhang Yizhuo Zhang Wei Cao Jiang Bian Xiaohan Yi Shun Zheng Jian Li BDL AI4TS 95 155 0 04 Jul 2022
Golfer: Trajectory Prediction with Masked Goal Conditioning MnM Network Xiaocheng Tang S. S. Eshkevari Haoyu Chen Wei Wu Wei Qian Xiaoming Wang 20 7 0 02 Jul 2022
MotionMixer: MLP-based 3D Human Body Pose Forecasting Arij Bouazizi Adrian Holzbock U. Kressel Klaus C. J. Dietmayer Vasileios Belagiannis 3DH 35 73 0 01 Jul 2022
Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches Mengya Xu Mobarakol Islam Hongliang Ren MedIm 32 11 0 30 Jun 2022
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment Takeshi Kojima Yutaka Matsuo Yusuke Iwasawa 55 27 0 28 Jun 2022
Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search Taehyeon Kim Heesoo Myeong Se-Young Yun 37 2 0 27 Jun 2022