Title
Reconstructing Pruned Filters using Cheap Spatial Transformations Roy Miles K. Mikolajczyk 34 0 0 25 Oct 2021
Ultra Light OCR Competition Technical Report Shuhan Zhang S. Moussa Ziad El-Khatib A. B. Mnaouer 3DV 44 0 0 25 Oct 2021
Exploring Gradient Flow Based Saliency for DNN Model Compression Xinyu Liu Baopu Li Zhen Chen Yixuan Yuan FAtt 17 9 0 24 Oct 2021
BINAS: Bilinear Interpretable Neural Architecture Search Niv Nayman Y. Aflalo M. Trosset Rong Jin Lihi Zelnik-Manor 25 2 0 24 Oct 2021
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation Jingyu Zhao Yanwen Fang Guodong Li 27 23 0 22 Oct 2021
Memory Efficient Adaptive Attention For Multiple Domain Learning H. P. Aswani Abhiraj S Kanse Shubhang Bhatnagar Amit Sethi 24 1 0 21 Oct 2021
Data-Driven Offline Optimization For Architecting Hardware Accelerators Aviral Kumar Amir Yazdanbakhsh Milad Hashemi Kevin Swersky Sergey Levine 38 36 0 20 Oct 2021
When in Doubt, Summon the Titans: Efficient Inference with Large Models A. S. Rawat Manzil Zaheer A. Menon Amr Ahmed Sanjiv Kumar 25 7 0 19 Oct 2021
LDNet: Unified Listener Dependent Modeling in MOS Prediction for Synthetic Speech Wen-Chin Huang Erica Cooper Junichi Yamagishi Tomoki Toda 27 75 0 18 Oct 2021
Network Augmentation for Tiny Deep Learning Han Cai Chuang Gan Ji Lin Song Han 25 29 0 17 Oct 2021
GradSign: Model Performance Inference with Theoretical Insights Zhihao Zhang Zhihao Jia 33 22 0 16 Oct 2021
Adversarial Attack across Datasets Yunxiao Qin Yuanhao Xiong Jinfeng Yi Lihong Cao Cho-Jui Hsieh AAML 52 3 0 13 Oct 2021
A Rate-Distortion Framework for Explaining Black-box Model Decisions Stefan Kolek Duc Anh Nguyen Ron Levie Joan Bruna Gitta Kutyniok 40 15 0 12 Oct 2021
Learning High-Speed Flight in the Wild Antonio Loquercio Elia Kaufmann René Ranftl Matthias Muller V. Koltun Davide Scaramuzza 55 288 0 11 Oct 2021
Performance Evaluation of Deep Transfer Learning on Multiclass Identification of Common Weed Species in Cotton Production Systems Dong Chen Yuzhen Lu Zhao Li Sierra N. Young 24 97 0 11 Oct 2021
Compact CNN Models for On-device Ocular-based User Recognition in Mobile Devices Ali Almadan A. Rattani CVBM 26 9 0 11 Oct 2021
Universal Paralinguistic Speech Representations Using Self-Supervised Conformers Joel Shor A. Jansen Wei Han Daniel S. Park Yu Zhang SSL AI4TS 48 54 0 09 Oct 2021
Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks Cody Blakeney G. Atkinson Nathaniel Huish Yan Yan V. Metsis Ziliang Zong 16 3 0 08 Oct 2021
LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time Elvis Nunez Maxwell Horton Anish K. Prabhu Anurag Ranjan Ali Farhadi Mohammad Rastegari 37 4 0 08 Oct 2021
Automated Feature-Specific Tree Species Identification from Natural Images using Deep Semi-Supervised Learning Dewald Homan J. D. Preez 20 12 0 08 Oct 2021
FOCUS: Familiar Objects in Common and Uncommon Settings Priyatham Kattakinda S. Feizi 26 10 0 07 Oct 2021
PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition Boris Bergsma Minhao Yang Milos Cernak 39 4 0 07 Oct 2021
Cartoon Explanations of Image Classifiers Stefan Kolek Duc Anh Nguyen Ron Levie Joan Bruna Gitta Kutyniok FAtt 43 15 0 07 Oct 2021
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image D. Avola Andrea Bacciu Luigi Cinque Alessio Fagioli Marco Raoul Marini Riccardo Taiello 29 9 0 06 Oct 2021
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 218 1,220 0 05 Oct 2021
Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint S. Sharma Abhinav Dhall Vinay Kumar CVBM GAN 30 4 0 05 Oct 2021
Progressive Transmission and Inference of Deep Learning Models Youngsoo Lee Sangdoo Yun Yeonghun Kim Sunghee Choi 24 2 0 03 Oct 2021
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning Jinhyun So Chaoyang He Chien-Sheng Yang Songze Li Qian-long Yu Ramy E. Ali Başak Güler Salman Avestimehr FedML 67 168 0 29 Sep 2021
Bayesian deep learning of affordances from RGB images Lorenzo Mur-Labadia Ruben Martinez-Cantin UQCV BDL 16 0 0 27 Sep 2021
Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search Keith G. Mills Fred X. Han Jialin Zhang Seyed Saeed Changiz Rezaei Fabián A. Chudak Wei Lu Shuo Lian Shangling Jui Di Niu 27 8 0 25 Sep 2021
$L$^{2}$NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning$ L $^{2}$ NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning Keith G. Mills Fred X. Han Mohammad Salameh Seyed Saeed Changiz Rezaei Linglong Kong Wei Lu Shuo Lian Shangling Jui Di Niu 42 10 0 25 Sep 2021
DEM Super-Resolution with EfficientNetV2 B. Demiray M. Sit Ibrahim Demir 51 20 0 20 Sep 2021
GhostShiftAddNet: More Features from Energy-Efficient Operations Jia Bi Jonathon S. Hare G. Merrett 45 0 0 20 Sep 2021
Learning Versatile Convolution Filters for Efficient Visual Recognition Kai Han Yunhe Wang Chang Xu Chunjing Xu Enhua Wu Dacheng Tao 27 8 0 20 Sep 2021
HPTQ: Hardware-Friendly Post Training Quantization H. Habi Reuven Peretz Elad Cohen Lior Dikstein Oranit Dror I. Diamant Roy H. Jennings Arnon Netzer MQ 31 8 0 19 Sep 2021
G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency Yongan Zhang Haoran You Yonggan Fu Tong Geng Ang Li Yingyan Lin GNN 26 28 0 18 Sep 2021
A Studious Approach to Semi-Supervised Learning Sahil Khose Shruti Jain V. Manushree 23 0 0 18 Sep 2021
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 50 23 0 18 Sep 2021
EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation Chenhe Dong Guangrun Wang Hang Xu Jiefeng Peng Xiaozhe Ren Xiaodan Liang 29 28 0 15 Sep 2021
Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks Raghavendra Selvan Erik Dam Soren Alexander Flensborg Jens Petersen MedIm 35 2 0 15 Sep 2021
ROW-SLAM: Under-Canopy Cornfield Semantic SLAM Jiacheng Yuan Jungseok Hong Junaed Sattar Volkan Isler 23 8 0 15 Sep 2021
Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search Lianbo Ma Nan Li Guo-Ding Yu Xiao Geng Min Huang Xingwei Wang 38 53 0 14 Sep 2021
Multi-Scale Aligned Distillation for Low-Resolution Detection Lu Qi Jason Kuen Jiuxiang Gu Zhe Lin Yi Wang Yukang Chen Yanwei Li Jiaya Jia 28 52 0 14 Sep 2021
LEA-Net: Layer-wise External Attention Network for Efficient Color Anomaly Detection Ryoya Katafuchi T. Tokunaga 19 3 0 12 Sep 2021
F1: A Fast and Programmable Accelerator for Fully Homomorphic Encryption (Extended Version) Axel S. Feldmann Nikola Samardzic A. Krastev S. Devadas R. Dreslinski Karim M. El Defrawy Nicholas Genise Chris Peikert Daniel Sánchez 66 257 0 11 Sep 2021
RobustART: Benchmarking Robustness on Architecture Design and Training Techniques Shiyu Tang Ruihao Gong Yan Wang Aishan Liu Jiakai Wang ... Xianglong Liu D. Song Alan Yuille Philip Torr Dacheng Tao VLM AAML 26 107 0 11 Sep 2021
ConvMLP: Hierarchical Convolutional MLPs for Vision Jiachen Li Ali Hassani Steven Walton Humphrey Shi 43 66 0 09 Sep 2021
FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation Decoding Yiming Zhao Lin Bai Xinming Huang 3DV 3DPC 33 55 0 08 Sep 2021
Application of Ghost-DeblurGAN to Fiducial Marker Detection Yibo Liu Amaldev Haridevan Hunter Schofield J. Shan 30 10 0 08 Sep 2021
PP-OCRv2: Bag of Tricks for Ultra Lightweight OCR System Yuning Du Chenxia Li Ruoyu Guo Cheng Cui Weiwei Liu ... Yehua Yang Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma 19 66 0 07 Sep 2021