Title
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks Michael Lohaus Matthäus Kleindessner K. Kenthapadi Francesco Locatello Chris Russell 22 12 0 09 Apr 2022
Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results T. Ridnik Hussam Lawen Emanuel Ben-Baruch Asaf Noy 45 11 0 07 Apr 2022
Off-Policy Evaluation with Online Adaptation for Robot Exploration in Challenging Environments Yafei Hu Junyi Geng Chen Wang John Keller Sebastian Scherer OffRL 36 15 0 07 Apr 2022
MixFormer: Mixing Features across Windows and Dimensions Qiang Chen Qiman Wu Jian Wang Qinghao Hu T. Hu Errui Ding Jian Cheng Jingdong Wang MDE ViT 31 103 0 06 Apr 2022
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses Robik Shrestha Kushal Kafle Christopher Kanan CML 38 13 0 05 Apr 2022
How stable are Transferability Metrics evaluations? A. Agostinelli Michal Pándy J. Uijlings Thomas Mensink V. Ferrari 37 23 0 04 Apr 2022
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection Joonhyun Jeong Beomyoung Kim Joonsang Yu Y. Yoo CVBM 33 6 0 04 Apr 2022
Efficient Convolutional Neural Networks on Raspberry Pi for Image Classification Ruikang Ju Ting-Yu Lin Jia-Hao Jian Jen-Shiun Chiang 12 16 0 02 Apr 2022
Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation Shuying Liu Wen-Xuan Wu Jiaxian Wu Yue-Hsun Lin 40 12 0 30 Mar 2022
CHEX: CHannel EXploration for CNN Model Compression Zejiang Hou Minghai Qin Fei Sun Xiaolong Ma Kun Yuan Yi Xu Yen-kuang Chen Rong Jin Yuan Xie S. Kung 26 72 0 29 Mar 2022
Gaze-based Object Detection in the Wild Daniel Weber Wolfgang Fuhl A. Zell Enkelejda Kasneci 11 5 0 29 Mar 2022
AutoCoMet: Smart Neural Architecture Search via Co-Regulated Shaping Reinforcement M. Das Brijraj Singh Harsh Chheda Pawan Sharma NS Pradeep 43 0 0 29 Mar 2022
SepViT: Separable Vision Transformer Wei Li Xing Wang Xin Xia Jie Wu Jiashi Li Xuefeng Xiao Min Zheng Shiping Wen ViT 26 40 0 29 Mar 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 26 31 0 29 Mar 2022
Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural Networks Yuhuang Hu Shih-Chii Liu 28 0 0 29 Mar 2022
MKQ-BERT: Quantized BERT with 4-bits Weights and Activations Hanlin Tang Xipeng Zhang Kai Liu Jianchen Zhu Zhanhui Kang VLM MQ 40 15 0 25 Mar 2022
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition Luca Bompani Francesco Bianco Morghet Moritz Scherer Simone Benatti Luca Benini Enrico Macii Massimo Poncino Daniele Jahier Pagliari 22 16 0 24 Mar 2022
Training-free Transformer Architecture Search Qinqin Zhou Kekai Sheng Xiawu Zheng Ke Li Xing Sun Yonghong Tian Jie Chen Rongrong Ji ViT 50 46 0 23 Mar 2022
Boost Test-Time Performance with Closed-Loop Inference Shuaicheng Niu Jiaxiang Wu Yifan Zhang Guanghui Xu Haokun Li Peilin Zhao Junzhou Huang Yaowei Wang Mingkui Tan 62 3 0 21 Mar 2022
Online Continual Learning for Embedded Devices Tyler L. Hayes Christopher Kanan CLL 45 54 0 21 Mar 2022
TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing Jie Chen Tianlang He Weipeng Zhuo Li Ma Sangtae Ha Shueng-Han Gary Chan CVBM 21 24 0 20 Mar 2022
On Redundancy and Diversity in Cell-based Neural Architecture Search Xingchen Wan Binxin Ru Pedro M. Esperancca Zhenguo Li 38 20 0 16 Mar 2022
SC2 Benchmark: Supervised Compression for Split Computing Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 14 18 0 16 Mar 2022
UnseenNet: Fast Training Detector for Any Unseen Concept Asra Aslam Edward W. J. Curry ObjD 27 0 0 16 Mar 2022
Weak Augmentation Guided Relational Self-Supervised Learning Mingkai Zheng Shan You Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 34 4 0 16 Mar 2022
Motif Mining: Finding and Summarizing Remixed Image Content William Theisen Daniel Gonzalez Zachariah Carmichael Daniel Moreira Tim Weninger Walter J. Scheirer 24 12 0 16 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 49 529 0 13 Mar 2022
AugShuffleNet: Communicate More, Compute Less Longqing Ye 25 7 0 13 Mar 2022
GSDA: Generative Adversarial Network-based Semi-Supervised Data Augmentation for Ultrasound Image Classification Zhaoshan Liu Qiujie Lv Chau Hung Lee Leizhao Shen MedIm GAN 28 5 0 11 Mar 2022
DRTAM: Dual Rank-1 Tensor Attention Module Hanxing Chi Baihong Lin Juntao Hu Liang Wang AI4TS ViT 27 0 0 11 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 49 5 0 10 Mar 2022
Efficient Image Representation Learning with Federated Sampled Softmax Sagar M. Waghmare Qi Huizhong Chen Mikhail Sirotenko Tomer Meron FedML 19 2 0 09 Mar 2022
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Yukun Su Jingliang Deng Rui Sun Guosheng Lin Qingyao Wu ViT 41 82 0 09 Mar 2022
Update Compression for Deep Neural Networks on the Edge Bo Chen A. Bakhshi Gustavo E. A. P. A. Batista Brian Ng Tat-Jun Chin 31 17 0 09 Mar 2022
Self-Supervised Domain Calibration and Uncertainty Estimation for Place Recognition Pierre-Yves Lajoie Giovanni Beltrame UQCV 24 9 0 08 Mar 2022
Evolutionary Neural Cascade Search across Supernetworks A. Chebykin Tanja Alderliesten Peter A. N. Bosman 13 1 0 08 Mar 2022
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer Haokui Zhang Wenze Hu Xiaoyu Wang ViT 43 59 0 08 Mar 2022
Multi-trial Neural Architecture Search with Lottery Tickets Zimian Wei H. Pan Lujun Li Menglong Lu Xin-Yi Niu Peijie Dong Dongsheng Li ViT 37 0 0 08 Mar 2022
ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization Menelaos Kanakis S. Maurer Matteo Spallanzani Ajad Chhatkuli Luc Van Gool 3DPC 34 13 0 07 Mar 2022
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches Maura Pintor Daniele Angioni Angelo Sotgiu Christian Scano Ambra Demontis Battista Biggio Fabio Roli AAML 33 49 0 07 Mar 2022
Highly Accurate Dichotomous Image Segmentation Xuebin Qin H. Dai Xiaobin Hu Deng-Ping Fan Ling Shao and Luc Van Gool 36 104 0 06 Mar 2022
WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor Ke Lin A. Yong Zhuoxin Gan Yingying Jiang 29 0 0 04 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 26 2 0 03 Mar 2022
Multi-Tailed Vision Transformer for Efficient Inference Yunke Wang Bo Du Wenyuan Wang Chang Xu ViT 225 6 0 03 Mar 2022
The Theoretical Expressiveness of Maxpooling Kyle Matoba Nikolaos Dimitriadis Franccois Fleuret FAtt 21 3 0 02 Mar 2022
A Hardware-Aware System for Accelerating Deep Neural Network Optimization Anthony Sarah Daniel Cummings S. N. Sridhar Sairam Sundaresan Maciej Szankin T. Webb J. P. Muñoz 11 1 0 25 Feb 2022
RelMobNet: End-to-end relative camera pose estimation using a robust two-stage training Praveenbalaji Rajendran Sumit Mishra L. Vecchietti Dongsoo Har 33 8 0 25 Feb 2022
Standard Deviation-Based Quantization for Deep Neural Networks Amir Ardakani A. Ardakani B. Meyer J. Clark W. Gross MQ 58 1 0 24 Feb 2022
The rise of the lottery heroes: why zero-shot pruning is hard Enzo Tartaglione 29 6 0 24 Feb 2022
Activation Functions: Dive into an optimal activation function V. Bansal FAtt 29 2 0 24 Feb 2022