Title
RGB-D Salient Object Detection via 3D Convolutional Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 Qian Chen Ze Liu Y. Zhang Keren Fu Qijun Zhao H. Du 3DPC 168 167 0 25 Jan 2021
ISP DistillationIEEE Open Journal of Signal Processing (JOSP), 2021 Eli Schwartz A. Bronstein Raja Giryes VLM 282 8 0 25 Jan 2021
Spectral Leakage and Rethinking the Kernel Size in CNNsIEEE International Conference on Computer Vision (ICCV), 2021 Nergis Tomen Jan van Gemert AAML 233 23 0 25 Jan 2021
Towards Practical Robustness Analysis for DNNs based on PAC-Model LearningInternational Conference on Software Engineering (ICSE), 2021 Renjue Li Pengfei Yang Cheng-Chao Huang Youcheng Sun Bai Xue Lijun Zhang AAML 298 20 0 25 Jan 2021
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy RegularizationNeural Networks (NN), 2021 Cheng Xie Hongxin Xiang Ting Zeng Yun Yang Beibei Yu Qing Liu VLM 139 23 0 25 Jan 2021
TLRM: Task-level Relation Module for GNN-based Few-Shot LearningVisual Communications and Image Processing (VCIP), 2021 Yurong Guo Zhanyu Ma Xiaoxu Li Yuan Dong 107 5 0 25 Jan 2021
Pruning and Quantization for Deep Neural Network Acceleration: A SurveyNeurocomputing (Neurocomputing), 2021 Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 452 840 0 24 Jan 2021
GST: Group-Sparse Training for Accelerating Deep Reinforcement Learning Juhyoung Lee Sangyeob Kim Sangjin Kim Wooyoung Jo H. Yoo OffRL 131 12 0 24 Jan 2021
DenseNet for Breast Tumor Classification in Mammographic ImagesInternational Conference on Bioengineering and Biomedical Signal and Image Processing (ICBBSIP), 2021 Yuliana Jiménez-Gaona M. Rodríguez-Álvarez Héctor Espinós Morató Darwin Castillo Malla Vasudevan Lakshminarayanan MedIm 87 18 0 24 Jan 2021
Contrastive Prototype Learning with Augmented Embeddings for Few-Shot LearningConference on Uncertainty in Artificial Intelligence (UAI), 2021 Yizhao Gao Nanyi Fei Guangzhen Liu Zhiwu Lu Tao Xiang Songfang Huang 213 43 0 23 Jan 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 182 126 0 22 Jan 2021
Dense outlier detection and open-set recognition based on training with noisy negative imagesImage and Vision Computing (IVC), 2021 Petra Bevandić Ivan Kreso Marin Orsic Sinisa Segvic 158 31 0 22 Jan 2021
Cross Chest Graph for Disease Diagnosis with Structural Relational ReasoningACM Multimedia (ACM MM), 2021 Gangming Zhao Ba Qi Jinpeng Li 128 9 0 22 Jan 2021
A Two-Stage Deep Learning Detection Classifier for the ATLAS Asteroid SurveyPublications of the Astronomical Society of the Pacific (PASP), 2021 Amandin Chyba Rabeendran L. Denneau 60 15 0 22 Jan 2021
Clairvoyant Prefetching for Distributed Machine Learning I/OInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2021 Nikoli Dryden Roman Böhringer Tal Ben-Nun Torsten Hoefler 188 68 0 21 Jan 2021
Self-Adaptive Training: Bridging Supervised and Self-Supervised LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Lang Huang Chaoning Zhang Hongyang R. Zhang SSL 244 30 0 21 Jan 2021
Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models?Pattern Recognition (Pattern Recogn.), 2021 Jacson Rodrigues Correia-Silva Rodrigo Berriel C. Badue Alberto F. de Souza Thiago Oliveira-Santos MLAU 164 16 0 21 Jan 2021
Characterizing signal propagation to close the performance gap in unnormalized ResNetsInternational Conference on Learning Representations (ICLR), 2021 Andrew Brock Soham De Samuel L. Smith 342 133 0 21 Jan 2021
Progressive Co-Attention Network for Fine-grained Visual ClassificationVisual Communications and Image Processing (VCIP), 2021 Tian Zhang Dongliang Chang Zhanyu Ma Jun Guo 241 56 0 21 Jan 2021
Exponential Moving Average Normalization for Self-supervised and Semi-supervised LearningComputer Vision and Pattern Recognition (CVPR), 2021 Zhaowei Cai Avinash Ravichandran Subhransu Maji Charless C. Fowlkes Zhuowen Tu Stefano Soatto 300 142 0 21 Jan 2021
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking Fei Du Boao Xu Jiasheng Tang Yuqi Zhang F. Wang Hao Li 241 20 0 20 Jan 2021
Network Pruning using Adaptive Exemplar FiltersIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Mingbao Lin Rongrong Ji Shaojie Li Yan Wang Yongjian Wu Feiyue Huang QiXiang Ye VLM 144 64 0 20 Jan 2021
DynaComm: Accelerating Distributed CNN Training between Edges and Clouds through Dynamic Communication SchedulingIEEE Journal on Selected Areas in Communications (JSAC), 2021 Shangming Cai Dongsheng Wang Haixia Wang Yongqiang Lyu Guangquan Xu Xi Zheng A. Vasilakos 201 8 0 20 Jan 2021
Classification of COVID-19 X-ray Images Using a Combination of Deep and Handcrafted Features Weihan Zhang Bryan Pogorelsky M. Loveland T. Wolf 144 13 0 19 Jan 2021
A Lightweight Structure Aimed to Utilize Spatial Correlation for Sparse-View CT Reconstruction Yitong Liu Ken Deng Chang Sun Hongwen Yang 141 6 0 19 Jan 2021
Collaboration among Image and Object Level Features for Image Colourisation Rita Pucci C. Micheloni N. Martinel 101 1 0 19 Jan 2021
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular imagesNeurocomputing (Neurocomputing), 2021 Lei He Jiwen Lu Guanghui Wang Shiyu Song Jie Zhou 158 77 0 19 Jan 2021
Feature Fusion of Raman Chemical Imaging and Digital Histopathology using Machine Learning for Prostate Cancer Detection Trevor Doherty Susan Mckeever Nebras Al-attar T. Murphy C. Aura ... E. Kay W. Gallagher R. Watson A. Gowen P. Jackman 86 13 0 18 Jan 2021
Magnification Generalization for Histopathology Image EmbeddingIEEE International Symposium on Biomedical Imaging (ISBI), 2021 Milad Sikaroudi Benyamin Ghojogh Fakhri Karray Mark Crowley H. R. Tizhoosh MedIm 90 5 0 18 Jan 2021
Generating Attribution Maps with Disentangled Masked BackpropagationIEEE International Conference on Computer Vision (ICCV), 2021 Adria Ruiz Antonio Agudo Francesc Moreno FAtt 133 3 0 17 Jan 2021
KCP: Kernel Cluster Pruning for Dense Labeling Neural Networks Po-Hsiang Yu Sih-Sian Wu Liang-Gee Chen VLM 92 0 0 17 Jan 2021
Regional Attention Network (RAN) for Head Pose and Fine-grained Gesture RecognitionIEEE Transactions on Affective Computing (TAC), 2020 Ardhendu Behera Zachary Wharton Morteza Ghahremani S. Kumar Nikolaos Bessis 3DH 124 15 0 17 Jan 2021
Asynchronous Multi-View SLAMIEEE International Conference on Robotics and Automation (ICRA), 2021 A. Yang Can Cui Ioan Andrei Bârsan R. Urtasun Shenlong Wang 188 33 0 17 Jan 2021
ACP: Automatic Channel Pruning via Clustering and Swarm Intelligence Optimization for CNN Jingfei Chang Yang Lu Ping Xue Yiqun Xu Zhen Wei 85 47 0 16 Jan 2021
Free Lunch for Few-shot Learning: Distribution CalibrationInternational Conference on Learning Representations (ICLR), 2021 Shuo Yang Lu Liu Min Xu OODD 588 367 0 16 Jan 2021
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes Yuanduo Hong Huihui Pan Weichao Sun Yisong Jia SSeg 468 333 0 15 Jan 2021
Mining Data Impressions from Deep Models as Substitute for the Unavailable Training DataIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Gaurav Kumar Nayak Konda Reddy Mopuri Saksham Jain Anirban Chakraborty 194 14 0 15 Jan 2021
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks P. Brandao Odysseas Zisimopoulos E. Mazomenos G. Ciuti Jorge Bernal ... P. Dario Anastasios Koulaouzidis A. Arezzo D. Hawkes Danail Stoyanov MedIm 231 69 0 15 Jan 2021
Supervised Transfer Learning at Scale for Medical Imaging Basil Mustafa Aaron Loh Jan Freyberg Patricia MacWilliams Megan Wilson ... Shruthi Prabhakara Umesh Telang Alan Karthikesalingam N. Houlsby Vivek Natarajan LM&MA 331 75 0 14 Jan 2021
Context-Aware Image Denoising with Auto-Threshold Canny Edge Detection to Suppress Adversarial Perturbation Li-Yun Wang Yeganeh Jalalpour W. Feng 83 0 0 14 Jan 2021
Ajalon: Simplifying the Authoring of Wearable Cognitive AssistantsSoftware, Practice & Experience (SPE), 2021 Truong-An Pham Junjue Wang Yu Xiao Padmanabhan Pillai Roger Iyengar R. Klatzky M. Satyanarayanan 58 5 0 14 Jan 2021
GAN Inversion: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 561 587 0 14 Jan 2021
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch AccelerationJournal of machine learning research (JMLR), 2021 Congliang Chen Li Shen Fangyu Zou Wei Liu 165 34 0 14 Jan 2021
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer VisionBioimaging (Bristol. Print) (BBP), 2021 W. Adorno A. Catalano L. Ehsan H. Eckstaedt B. Barnes E. McGowan Sana Syed Donald E. Brown 76 15 0 13 Jan 2021
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized LabelsComputer Vision and Pattern Recognition (CVPR), 2021 Sangdoo Yun Seong Joon Oh Byeongho Heo Dongyoon Han Junsuk Choe Sanghyuk Chun 1.0K 163 0 13 Jan 2021
Learning to Focus: Cascaded Feature Matching Network for Few-shot Image RecognitionScience China Information Sciences (Sci China Inf Sci), 2021 Mengting Chen Xinggang Wang Heng Luo Yifeng Geng Wenyu Liu ObjD 324 11 0 13 Jan 2021
Single-path Bit Sharing for Automatic Loss-aware Model CompressionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Jing Liu Bohan Zhuang Peng Chen Chunhua Shen Jianfei Cai Zhuliang Yu MQ 174 13 0 13 Jan 2021
EEC: Learning to Encode and Regenerate Images for Continual LearningInternational Conference on Learning Representations (ICLR), 2021 Ali Ayub Alan R. Wagner CLL 357 62 0 13 Jan 2021
Unlearnable Examples: Making Personal Data UnexploitableInternational Conference on Learning Representations (ICLR), 2021 Hanxun Huang Jiabo He S. Erfani James Bailey Yisen Wang MIACV 458 231 0 13 Jan 2021
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language Descriptions Qi Feng Vitaly Ablavsky Stan Sclaroff 145 50 0 12 Jan 2021