Title
Boosting Contrastive Learning with Relation Knowledge Distillation Kai Zheng Yuanjiang Wang Ye Yuan SSL 19 13 0 08 Dec 2021
BA-Net: Bridge Attention for Deep Convolutional Neural Networks Yue Zhao Junzhou Chen Zirui Zhang Ronghui Zhang 29 17 0 08 Dec 2021
A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops Simone Cerrato Vittorio Mazzia Francesco Salvetti Mauro Martini Simone Angarano Alessandro Navone Marcello Chiaberge 44 14 0 07 Dec 2021
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image Xingyu Chen Yufeng Liu Yajiao Dong Xiong Zhang Chongyang Ma Yanmin Xiong Yuan Zhang Xiaoyan Guo 3DH 70 83 0 06 Dec 2021
Toward Real-World Voice Disorder Classification Heng-Cheng Kuo Yu-Peng Hsieh Huan-Hsin Tseng Chi-Te Wang Shih-Hau Fang Yu Tsao 37 1 0 05 Dec 2021
Exploring Complicated Search Spaces with Interleaving-Free Sampling Yunjie Tian Lingxi Xie Jiemin Fang Jianbin Jiao QiXiang Ye Qi Tian 50 0 0 05 Dec 2021
SGM3D: Stereo Guided Monocular 3D Object Detection Zheyuan Zhou Liang Du Xiaoqing Ye Zhikang Zou Xiao Tan Li Zhang Xiangyang Xue Jianfeng Feng MDE 34 33 0 03 Dec 2021
3rd Place Solution for NeurIPS 2021 Shifts Challenge: Vehicle Motion Prediction Ching-Yu Tseng Po-Shao Lin Yu-Jia Liou Kuan-Chih Huang Winston H. Hsu 3DPC OOD 32 1 0 02 Dec 2021
Temporally Resolution Decrement: Utilizing the Shape Consistency for Higher Computational Efficiency Tianshu Xie Xuan Cheng Minghui Liu Jiali Deng Xiaomin Wang Meilin Liu SupR 33 1 0 02 Dec 2021
Training BatchNorm Only in Neural Architecture Search and Beyond Yichen Zhu Jie Du Yuqin Zhu Yi Wang Zhicai Ou Feifei Feng Jian Tang 44 1 0 01 Dec 2021
PokeBNN: A Binary Pursuit of Lightweight Accuracy Yichi Zhang Zhiru Zhang Lukasz Lew MQ 45 57 0 30 Nov 2021
AdaViT: Adaptive Vision Transformers for Efficient Image Recognition Lingchen Meng Hengduo Li Bor-Chun Chen Shiyi Lan Zuxuan Wu Yu-Gang Jiang Ser-Nam Lim ViT 31 222 0 30 Nov 2021
Searching the Search Space of Vision Transformer Minghao Chen Kan Wu Bolin Ni Houwen Peng Bei Liu Jianlong Fu Hongyang Chao Haibin Ling ViT 45 52 0 29 Nov 2021
First Power Linear Unit with Sign Boxi Duan 22 0 0 29 Nov 2021
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images Bingchen Zhao Shaozuo Yu Wufei Ma M. Yu Shenxiao Mei Angtian Wang Ju He Alan Yuille Adam Kortylewski 31 53 0 29 Nov 2021
TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs Shantanu Jaiswal Basura Fernando Cheston Tan ViT 42 14 0 26 Nov 2021
PicArrange -- Visually Sort, Search, and Explore Private Images on a Mac Computer Klaus Jung Kai Uwe Barthel Nico Hezel Konstantin Schall 14 4 0 26 Nov 2021
Application of deep learning to camera trap data for ecologists in planning / engineering -- Can captivity imagery train a model which generalises to the wild? Ryan Curry Cameron Trotter A. Mcgough 31 5 0 24 Nov 2021
EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search Qian Jiang Xiaofan Zhang Deming Chen Minh Do Raymond A. Yeh 30 7 0 24 Nov 2021
FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks Chaoyang He Alay Dilipbhai Shah Zhenheng Tang Adarshan Naiynar Sivashunmugam Keerti Bhogaraju Mita Shimpi Li Shen Xiaowen Chu Mahdi Soltanolkotabi Salman Avestimehr VLM FedML 47 68 0 22 Nov 2021
Rethinking Query, Key, and Value Embedding in Vision Transformer under Tiny Model Constraints Jaesin Ahn Jiuk Hong Jeongwoo Ju Heechul Jung ViT 34 3 0 19 Nov 2021
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run Bichen Wu Chaojian Li Hang Zhang Xiaoliang Dai Peizhao Zhang Matthew Yu Jialiang Wang Yingyan Lin Peter Vajda ViT 36 24 0 19 Nov 2021
Rethinking Dilated Convolution for Real-time Semantic Segmentation Roland Gao SSeg 36 38 0 18 Nov 2021
Evaluating Transformers for Lightweight Action Recognition Raivo Koot Markus Hennerbichler Haiping Lu ViT 32 8 0 18 Nov 2021
JMSNAS: Joint Model Split and Neural Architecture Search for Learning over Mobile Edge Networks Yuqing Tian Zhaoyang Zhang Zhaohui Yang Qianqian Yang 19 18 0 16 Nov 2021
Searching for TrioNet: Combining Convolution with Local and Global Self-Attention Huaijin Pi Huiyu Wang Yingwei Li Zizhang Li Alan Yuille ViT 27 3 0 15 Nov 2021
Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash Lukas Struppek Dominik Hintersdorf Daniel Neider Kristian Kersting MIACV 31 48 0 12 Nov 2021
Synthetic Document Generator for Annotation-free Layout Recognition Natraj Raman Sameena Shah Manuela Veloso 42 10 0 11 Nov 2021
Evolving Evocative 2D Views of Generated 3D Objects Eric Chu 27 4 0 08 Nov 2021
Approximate Neural Architecture Search via Operation Distribution Learning Xingchen Wan Binxin Ru P. Esperança Fabio Maria Carlucci 33 7 0 08 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 86 83 0 08 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Hai-Tao Zheng Li Tao Dun Liang Haitao Zheng 97 97 0 07 Nov 2021
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 38 14 0 06 Nov 2021
RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms Yongan Zhang Anton Banta Yonggan Fu M. John A. Post M. Razavi Joseph R. Cavallaro B. Aazhang Yingyan Lin 37 4 0 04 Nov 2021
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Zhe Chen Jiahao Wang Wenhai Wang Guo Chen Enze Xie Ping Luo Tong Lu ObjD 36 9 0 03 Nov 2021
Recent Advancements in Self-Supervised Paradigms for Visual Feature Representation Mrinal Anand Aditya Garg SSL 34 2 0 03 Nov 2021
Low-Rank+Sparse Tensor Compression for Neural Networks Cole Hawkins Haichuan Yang Meng Li Liangzhen Lai Vikas Chandra 23 3 0 02 Nov 2021
PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices Guanghua Yu Qinyao Chang Wenyu Lv Chang Xu Cheng Cui ... Baohua Lai Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma ObjD 31 120 0 01 Nov 2021
PP-ShiTu: A Practical Lightweight Image Recognition System Shengyun Wei Ruoyu Guo Cheng Cui Bin Lu Shuilong Dong ... Xueying Lyu Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma CVBM 26 6 0 01 Nov 2021
Learning Debiased and Disentangled Representations for Semantic Segmentation Sanghyeok Chu Dongwan Kim Bohyung Han 31 22 0 31 Oct 2021
A Simple Approach to Image Tilt Correction with Self-Attention MobileNet for Smartphones Siddhant Garg D. Mohanty S. Thota Sukumar Moharana ViT 24 2 0 31 Oct 2021
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network Anisha Roy Rikhi Bose Jayabrata Bhaduri 32 218 0 30 Oct 2021
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning Ji Lin Wei-Ming Chen Han Cai Chuang Gan Song Han 50 156 0 28 Oct 2021
LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray Image Moyun Liu Youping Chen Lei He Yang Zhang Jingming Xie 31 72 0 28 Oct 2021
Computational Intelligence and Deep Learning for Next-Generation Edge-Enabled Industrial IoT Shunpu Tang Lunyuan Chen Junjuan Xia Lisheng Fan A. Nallanathan 43 103 0 28 Oct 2021
Hand gesture detection in tests performed by older adults Guangtai Huang Son N. Tran Quan-wei Bai Jane Elizabeth Alty 16 8 0 27 Oct 2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs Prakhar Ganesh Yao Chen Yin Yang Deming Chen Marianne Winslett ObjD 3DH 27 34 0 26 Oct 2021
Bolt: Bridging the Gap between Auto-tuners and Hardware-native Performance Jiarong Xing Leyuan Wang Shang Zhang Jack H Chen Ang Chen Yibo Zhu 38 43 0 25 Oct 2021
Parameter Prediction for Unseen Deep Architectures Boris Knyazev M. Drozdzal Graham W. Taylor Adriana Romero Soriano OOD 44 79 0 25 Oct 2021
Applications and Techniques for Fast Machine Learning in Science A. Deiana Nhan Tran Joshua C. Agar Michaela Blott G. D. Guglielmo ... Ashish Sharma S. Summers Pietro Vischia J. Vlimant Olivia Weng 19 71 0 25 Oct 2021