Title
How Important is the Train-Validation Split in Meta-Learning? Yu Bai Minshuo Chen Pan Zhou T. Zhao Jason D. Lee Sham Kakade Haiquan Wang Caiming Xiong 173 60 0 12 Oct 2020
Post-Training BatchNorm Recalibration Gil Shomron U. Weiser 124 2 0 12 Oct 2020
BiPointNet: Binary Neural Network for Point Clouds Haotong Qin Zhongang Cai Mingyuan Zhang Yifu Ding Haiyu Zhao Shuai Yi Xianglong Liu Hao Su 3DPC 254 52 0 12 Oct 2020
SMYRF: Efficient Attention using Asymmetric Clustering Giannis Daras Nikita Kitaev Augustus Odena A. Dimakis 195 49 0 11 Oct 2020
Boosting Continuous Sign Language Recognition via Cross Modality AugmentationACM Multimedia (ACM MM), 2020 Junfu Pu Wen-gang Zhou Hezhen Hu Houqiang Li 157 122 0 11 Oct 2020
Advanced Dropout: A Model-free Methodology for Bayesian Dropout OptimizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jiyang Xie Zhanyu Ma and Jianjun Lei Guoqiang Zhang Jing-Hao Xue Zheng-Hua Tan Jun Guo BDL 112 51 0 11 Oct 2020
Adaptive Aggregation Networks for Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2020 Yaoyao Liu Bernt Schiele Qianru Sun CLL 287 248 0 10 Oct 2020
Block-term Tensor Neural NetworksNeural Networks (NN), 2020 Jinmian Ye Guangxi Li Di Chen Haiqin Yang Shandian Zhe Zenglin Xu 237 34 0 10 Oct 2020
Double Forward Propagation for Memorized Batch NormalizationAAAI Conference on Artificial Intelligence (AAAI), 2018 Yong Guo Qingyao Wu Chaorui Deng Jian Chen Zhuliang Yu 118 29 0 10 Oct 2020
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning FrameworkInternational Conference on Machine Learning (ICML), 2020 Wenxiao Wang Minghao Chen Shuai Zhao Long Chen Jinming Hu Haifeng Liu Deng Cai Xiaofei He Wei Liu 261 65 0 10 Oct 2020
Unveiling Class-Labeling Structure for Universal Domain Adaptation Yueming Yin Zhen Yang Xiaofu Wu Haifeng Hu 90 1 0 10 Oct 2020
PathoNet: Deep learning assisted evaluation of Ki-67 and tumor infiltrating lymphocytes (TILs) as prognostic factors in breast cancer; A large dataset and baseline Farzin Negahbani Rasool Sabzi Bita Pakniyat Jahromi F. Movahedi Mahsa Kohandel Shirazi Shayan Majidi Dena Firouzabadi Amirreza Dehganian 119 1 0 09 Oct 2020
Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic EnvironmentsIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Zhi Wang Chunlin Chen D. Dong 161 16 0 09 Oct 2020
Background Learnable Cascade for Zero-Shot Object DetectionAsian Conference on Computer Vision (ACCV), 2020 Ye Zheng Ruoran Huang Chuanqi Han Xi Huang Li Cui ObjD 172 53 0 09 Oct 2020
A Unified Approach to Interpreting and Boosting Adversarial Transferability Xin Eric Wang Jie Ren Shuyu Lin Xiangming Zhu Yisen Wang Quanshi Zhang AAML 335 102 0 08 Oct 2020
Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy Adrian Shajkofci M. Liebling 144 52 0 08 Oct 2020
Dense Relational Image Captioning via Multi-task Triple-Stream Networks Dong-Jin Kim Tae-Hyun Oh Jinsoo Choi In So Kweon 283 37 0 08 Oct 2020
Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy M. Rao M. Zhu Tianyang Wang 30 14 0 07 Oct 2020
Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win Utku Evci Yani Andrew Ioannou Cem Keskin Yann N. Dauphin 182 100 0 07 Oct 2020
Learning Monocular 3D Vehicle Detection without 3D Bounding Box Labels Lukas Koestler Nan Yang Rui Wang Zorah Lähner 3DPC 92 9 0 07 Oct 2020
Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs Bradley Max Segal D. Rubin G. Rubin Adam Pantanowitz MedIm 164 43 0 07 Oct 2020
Attention Model Enhanced Network for Classification of Breast Cancer Image Xiao-Shui Kang Xingbo Liu Xiushan Nie Xiaoming Xi Yilong Yin 31 2 0 07 Oct 2020
Global Self-Attention Networks for Image Recognition Zhuoran Shen Irwan Bello Raviteja Vemulapalli Xuhui Jia Ching-Hui Chen ViT 149 32 0 06 Oct 2020
A Closer Look at Codistillation for Distributed Training Shagun Sodhani Olivier Delalleau Mahmoud Assran Koustuv Sinha Nicolas Ballas Michael G. Rabbat 252 8 0 06 Oct 2020
The Autonomous Racing Software Stack of the KIT19d Sherif Nekkah Josua Janus Mario Boxheimer Lars Ohnemus Stefan Hirsch ... Yuchen Liu David Borbély Florian Keck Katharina Bachmann Lukasz Bleszynski 84 13 0 06 Oct 2020
How Convolutional Neural Network Architecture Biases Learned Opponency and Colour Tuning Ethan Harris Daniela Mihai Jonathon S. Hare 75 1 0 06 Oct 2020
Visualizing Color-wise Saliency of Black-Box Image Classification ModelsAsian Conference on Computer Vision (ACCV), 2020 Yuhki Hatakeyama Hiroki Sakuma Yoshinori Konishi Kohei Suenaga FAtt 161 4 0 06 Oct 2020
Fine-Grained Grounding for Multimodal Speech RecognitionFindings (Findings), 2020 Tejas Srinivasan Ramon Sanabria Florian Metze Desmond Elliott 138 11 0 05 Oct 2020
Automotive Radar Data Acquisition using Object Detection M. Sakthi Ahmed H. Tewfik 95 0 0 05 Oct 2020
Exploring the Interchangeability of CNN Embedding Spaces David G. McNeely-White Benjamin Sattelberg Nathaniel Blanchard Ross Beveridge CVBM 161 1 0 05 Oct 2020
A Simple Framework for Uncertainty in Contrastive Learning Mike Wu Noah D. Goodman UQCV 213 19 0 05 Oct 2020
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsInternational Conference on Learning Representations (ICLR), 2020 Mike Wu Milan Mossé Chengxu Zhuang Daniel L. K. Yamins Noah D. Goodman SSL 166 87 0 05 Oct 2020
A Novel Actor Dual-Critic Model for Remote Sensing Image CaptioningInternational Conference on Pattern Recognition (ICPR), 2020 Ruchika Chavhan Biplab Banerjee Xiaoxiang Zhu S. Chaudhuri 73 9 0 05 Oct 2020
Improving Few-Shot Learning through Multi-task Representation Learning TheoryEuropean Conference on Computer Vision (ECCV), 2020 Quentin Bouniot I. Redko Romaric Audigier Angélique Loesch Amaury Habrard 193 11 0 05 Oct 2020
Joint Pruning & Quantization for Extremely Sparse Neural Networks Po-Hsiang Yu Sih-Sian Wu Jan P. Klopp Liang-Gee Chen Shao-Yi Chien MQ 199 19 0 05 Oct 2020
A Study for Universal Adversarial Attacks on Texture Recognition Yingpeng Deng Lina Karam AAML 126 3 0 04 Oct 2020
Improving Lesion Detection by exploring bias on Skin Lesion dataset Anusua Trivedi Sreya Muppalla Shreyaan Pathak Azadeh Mobasher P. Janowski Rahul Dodhia J. L. Ferres 57 2 0 04 Oct 2020
Expectigrad: Fast Stochastic Optimization with Robust Convergence Properties Brett Daley Chris Amato ODL 130 4 0 03 Oct 2020
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected BuildingsIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020 Kun Zhao Yongkun Liu Siyuan Hao Shaoxing Lu Hongbin Liu Lijian Zhou 159 22 0 03 Oct 2020
CorrAttack: Black-box Adversarial Attack with Structured Search Zhichao Huang Yaowei Huang Tong Zhang AAML 124 8 0 03 Oct 2020
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks Kun Yuan Quanquan Li Dapeng Chen Aojun Zhou Junjie Yan GNN 137 2 0 02 Oct 2020
Multi-Modal Open-Domain DialogueConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Kurt Shuster Eric Michael Smith Da Ju Jason Weston AI4CE 215 48 0 02 Oct 2020
Hard Negative Mixing for Contrastive LearningNeural Information Processing Systems (NeurIPS), 2020 Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 439 709 0 02 Oct 2020
CAPTION: Correction by Analyses, POS-Tagging and Interpretation of Objects using only Nouns L. Ferreira Douglas De Rizzo Meneghetti P. Santos 71 2 0 02 Oct 2020
Block-wise Image Transformation with Secret Key for Adversarially Robust DefenseIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2020 Maungmaung Aprilpyone Hitoshi Kiya 132 58 0 02 Oct 2020
Contrastive Learning of Medical Visual Representations from Paired Images and TextMachine Learning in Health Care (MLHC), 2020 Yuhao Zhang Hang Jiang Yasuhide Miura Christopher D. Manning C. Langlotz MedIm 570 921 0 02 Oct 2020
Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal ImagesAsian Conference on Computer Vision (ACCV), 2020 Abdullah Sarhan Ali Al-KhazÁly Adam Gorner Andrew Swift J. Rokne R. Alhajj A. Crichton 106 10 0 01 Oct 2020
Deep learning for time series classification Hassan Ismail Fawaz BDL AI4TS 150 47 0 01 Oct 2020
Fast Few-Shot Classification by Few-Iteration Meta-LearningIEEE International Conference on Robotics and Automation (ICRA), 2020 A. S. Tripathi Martin Danelljan Luc Van Gool Radu Timofte 158 6 0 01 Oct 2020
An Ultra Lightweight CNN for Low Resource Circuit Component Recognition Yingnan Ju Yue (Eleanor) Chen 20 0 0 01 Oct 2020