Title
TransBoost: Improving the Best ImageNet Performance using Deep Transduction Omer Belhasin Guy Bar-Shalom Ran El-Yaniv ViT 43 3 0 26 May 2022
Deep Gradient Learning for Efficient Camouflaged Object Detection Ge-Peng Ji Deng-Ping Fan Yu-Cheng Chou Dengxin Dai Alexander Liniger Luc Van Gool 92 139 0 25 May 2022
MoCoViT: Mobile Convolutional Vision Transformer Hailong Ma Xin Xia Xing Wang Xuefeng Xiao Jiashi Li Min Zheng ViT 42 18 0 25 May 2022
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results Eduardo Pérez-Pellitero Sibi Catley-Chandar Richard Shaw Alevs Leonardis Radu Timofte ... H. Yoon T. Vo Alexander M. Holston S. Zaheer Chan-Young Park 97 36 0 25 May 2022
A Lightweight NMS-free Framework for Real-time Visual Fault Detection System of Freight Trains Guodong Sun Yang Zhou Huilin Pan Bo Wu Ye Hu Yang Zhang 41 5 0 25 May 2022
Wavelet Feature Maps Compression for Image-to-Image CNNs Shahaf E. Finder Yair Zohav Maor Ashkenazi Eran Treister 22 18 0 24 May 2022
Dynamic Split Computing for Efficient Deep Edge Intelligence Arian Bakhtiarnia Nemanja Milošević Qi Zhang Dragana Bajović Alexandros Iosifidis 28 25 0 23 May 2022
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection Linfeng Zhang Runpei Dong Hung-Shuo Tai Kaisheng Ma 3DPC 72 47 0 23 May 2022
Gradient Concealment: Free Lunch for Defending Adversarial Attacks Sen Pei Jiaxi Sun Xiaopeng Zhang Gaofeng Meng AAML 37 0 0 21 May 2022
Lightweight Human Pose Estimation Using Heatmap-Weighting Loss Shiqi Li Xiang Xiang 3DH 27 2 0 21 May 2022
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities Daniel Cummings Anthony Sarah S. N. Sridhar Maciej Szankin J. P. Muñoz Sairam Sundaresan 37 8 0 19 May 2022
Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification João Monteiro Mohamed Osama Ahmed Hossein Hajimirsadeghi Greg Mori 8 7 0 17 May 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks Haoran You Baopu Li Huihong Shi Y. Fu Yingyan Lin 52 17 0 17 May 2022
Novel Multicolumn Kernel Extreme Learning Machine for Food Detection via Optimal Features from CNN G. Tahir Tahir Chu C. K. Loo 13 2 0 15 May 2022
Efficient Deep Learning Methods for Identification of Defective Casting Products B. Bolla Mohan Kingam Sabeesh Ethiraj 39 5 0 14 May 2022
Efficient Gesture Recognition for the Assistance of Visually Impaired People using Multi-Head Neural Networks Samer Alashhab Antonio Javier Gallego Miguel Ángel Lozano 24 16 0 14 May 2022
ImageSig: A signature transform for ultra-lightweight image recognition Mohamed Ramzy Ibrahim Terry Lyons VLM 19 7 0 13 May 2022
Blueprint Separable Residual Network for Efficient Image Super-Resolution Zheyu Li Yingqi Liu Xiangyu Chen Haoming Cai Jinjin Gu Yu Qiao Chao Dong 35 132 0 12 May 2022
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis Wuyang Chen Wei Huang Xinyu Gong Boris Hanin Zhangyang Wang 43 7 0 11 May 2022
The Impact of Partial Occlusion on Pedestrian Detectability Shane Gilroy D. Mullins Edward Jones Ashkan Parsi M. Glavin 33 3 0 10 May 2022
Reconfigurable Robots for Scaling Reef Restoration Serena Mou Dorian Tsai M. Dunbabin 15 2 0 10 May 2022
Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention Weicai Dai Rui Liu Tianyi Wu Min Wang Jianqin Yin Jun Liu 3DH 24 17 0 09 May 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 32 55 0 09 May 2022
Improved Evaluation and Generation of Grid Layouts using Distance Preservation Quality and Linear Assignment Sorting Kai Uwe Barthel Nico Hezel Klaus Jung Konstantin Schall 28 11 0 09 May 2022
Preservation of High Frequency Content for Deep Learning-Based Medical Image Classification Declan McIntosh T. Marques A. Albu 19 6 0 08 May 2022
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers Junting Pan Adrian Bulat Fuwen Tan Xiatian Zhu Łukasz Dudziak Hongsheng Li Georgios Tzimiropoulos Brais Martínez ViT 36 183 0 06 May 2022
Hybrid CNN Based Attention with Category Prior for User Image Behavior Modeling Xin Chen Qingtao Tang Ke Hu Yue Xu Shi Qiu Jia Cheng Jun Lei 27 5 0 05 May 2022
Attention-based Knowledge Distillation in Multi-attention Tasks: The Impact of a DCT-driven Loss Alejandro López-Cifuentes Marcos Escudero-Viñolo Jesús Bescós Juan C. Sanmiguel 31 1 0 04 May 2022
Scene Clustering Based Pseudo-labeling Strategy for Multi-modal Aerial View Object Classification Jun-chen Yu Hao Chang Keda Lu Liwen Zhang Shenshen Du Zhong Zhang 32 2 0 04 May 2022
3D Semantic Scene Perception using Distributed Smart Edge Sensors S. Bultmann Sven Behnke 39 6 0 03 May 2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation Yihan Wang Zhekai Zhang Han Cai Wei-Ming Chen Song Han 3DH 26 72 0 03 May 2022
LoopStack: a Lightweight Tensor Algebra Compiler Stack Bram Wasti J. Cambronero Benoit Steiner Hugh Leather A. Zlateski 13 3 0 02 May 2022
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization Yangcheng Gao Zhao Zhang Richang Hong Haijun Zhang Jicong Fan Shuicheng Yan MQ 22 10 0 30 Apr 2022
KING: Generating Safety-Critical Driving Scenarios for Robust Imitation via Kinematics Gradients Niklas Hanselmann Katrin Renz Kashyap Chitta Apratim Bhattacharyya Andreas Geiger 29 87 0 28 Apr 2022
Channel Pruned YOLOv5-based Deep Learning Approach for Rapid and Accurate Outdoor Obstacles Detection Zeqi Li Yuwei Wang Keyu Qiu Zhibin Yu 6 7 0 27 Apr 2022
GPUNet: Searching the Deployable Convolution Neural Networks for GPUs Linnan Wang Chenhan D. Yu Satish Salian Slawomir Kierat Szymon Migacz A. Fit-Florea 12 11 0 26 Apr 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 21 40 0 25 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 32 108 0 25 Apr 2022
LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection Carol Xu M. Famouri Gautam Bathla M. Shafiee Alexander Wong 33 1 0 25 Apr 2022
Dite-HRNet: Dynamic Lightweight High-Resolution Network for Human Pose Estimation Qun Li Ziyi Zhang Fu Xiao Feng Zhang B. Bhanu 3DH 24 47 0 22 Apr 2022
Efficient Progressive High Dynamic Range Image Restoration via Attention and Alignment Network G. Yu Jin Zhang Zhe Ma Hongbin Wang 25 7 0 20 Apr 2022
Does Interference Exist When Training a Once-For-All Network? Jordan Shipard Arnold Wiliem Clinton Fookes 19 0 0 20 Apr 2022
NAFSSR: Stereo Image Super-Resolution Using NAFNet Xiaojie Chu Liangyu Chen Wenqing Yu SupR 19 115 0 19 Apr 2022
DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning Chengcheng Guo B. Zhao Yanbing Bai OOD 39 134 0 18 Apr 2022
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets Chengrun Yang Gabriel Bender Hanxiao Liu Pieter-Jan Kindermans Madeleine Udell Yifeng Lu Quoc V. Le Da Huang LMTD 27 7 0 15 Apr 2022
YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss Debapriya Maji S. Nagori Manu Mathew Deepak Poddar 3DH 33 215 0 14 Apr 2022
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy Xinyi Yu Xiaowei Wang Jintao Rong Mingyang Zhang Linlin Ou 31 1 0 13 Apr 2022
Defensive Patches for Robust Recognition in the Physical World Jiakai Wang Zixin Yin Pengfei Hu Aishan Liu Renshuai Tao Haotong Qin Xianglong Liu Dacheng Tao AAML 27 30 0 13 Apr 2022
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation Wenqiang Zhang Zilong Huang Guozhong Luo Tao Chen Xinggang Wang Wenyu Liu Gang Yu Chunhua Shen ViT 35 199 0 12 Apr 2022
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems Xin Dong B. D. Salvo Meng Li Chiao Liu Zhongnan Qu H. T. Kung Ziyun Li 3DGS 34 20 0 10 Apr 2022