Title
Dermatological Diagnosis Explainability Benchmark for Convolutional Neural Networks Raluca Jalaboi Ole Winther A. Galimzianova FAtt 22 1 0 23 Feb 2023
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Device Tuning for Multi-Task Large Model Penghao Jiang Xuanchen Hou Y. Zhou 26 0 0 21 Feb 2023
Structured Bayesian Compression for Deep Neural Networks Based on The Turbo-VBI Approach Cheng-Gang Xia Danny H. K. Tsang Vincent K. N. Lau BDL 16 6 0 21 Feb 2023
CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19 Tareque Rahman Ornob G. Roy Enamul Hassan 37 12 0 17 Feb 2023
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks Xueye Zheng Yexin Liu Yunfan Lu Tongyan Hua Tianbo Pan Weiming Zhang Dacheng Tao Lin Wang AI4TS BDL 3DV 52 84 0 17 Feb 2023
New Insights for the Stability-Plasticity Dilemma in Online Continual Learning Dahuin Jung Dongjin Lee Sunwon Hong Hyemi Jang Ho Bae Sungroh Yoon CLL 36 14 0 17 Feb 2023
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques Wenbin Li Hakim Hacid Ebtesam Almazrouei Merouane Debbah 34 13 0 16 Feb 2023
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Universal Guidance for Diffusion Models Arpit Bansal Hong-Min Chu Avi Schwarzschild Soumyadip Sengupta Micah Goldblum Jonas Geiping Tom Goldstein VLM 54 246 0 14 Feb 2023
A Practical Mixed Precision Algorithm for Post-Training Quantization N. Pandey Markus Nagel M. V. Baalen Yin-Ruey Huang Chirag I. Patel Tijmen Blankevoort MQ 27 20 0 10 Feb 2023
Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion Jordan Shipard Arnold Wiliem Kien Nguyen Thanh Wei Xiang Clinton Fookes DiffM 22 75 0 07 Feb 2023
CECT: Controllable Ensemble CNN and Transformer for COVID-19 Image Classification Zhao Liu Leizhao Shen ViT 29 8 0 05 Feb 2023
Enhancing Once-For-All: A Study on Parallel Blocks, Skip Connections and Early Exits Simone Sarti Eugenio Lomurno Andrea Falanti Matteo Matteucci 23 3 0 03 Feb 2023
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start" Junbo Zhao Xuefei Ning En-hao Liu Binxin Ru Zixuan Zhou Tianchen Zhao Chen Chen Jiajin Zhang Q. Liao Yu Wang AI4CE 37 2 0 02 Feb 2023
SHINE: Deep Learning-Based Accessible Parking Management System Dhiraj Neupane A. Bhattarai Sunil Aryal Mohamed Reda Bouadjenek Uk-Min Seok Jong-Hoon Seok 27 22 0 02 Feb 2023
Recurrent Graph Convolutional Networks for Spatiotemporal Prediction of Snow Accumulation Using Airborne Radar Benjamin Zalatan Maryam Rahnemoonfar 18 5 0 02 Feb 2023
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks Alexandre Heuillet Hedi Tabia Hichem Arioui 32 3 0 31 Jan 2023
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis VLM DiffM 35 3 0 30 Jan 2023
Supervision Complexity and its Role in Knowledge Distillation Hrayr Harutyunyan A. S. Rawat A. Menon Seungyeon Kim Surinder Kumar 35 12 0 28 Jan 2023
Does Federated Learning Really Need Backpropagation? H. Feng Tianyu Pang Chao Du Wei Chen Shuicheng Yan Min Lin FedML 36 10 0 28 Jan 2023
Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits Simone Sarti Eugenio Lomurno Matteo Matteucci 27 4 0 28 Jan 2023
The Power of Linear Combinations: Learning with Random Convolutions Paul Gavrikov J. Keuper 37 2 0 26 Jan 2023
Joint Training of Deep Ensembles Fails Due to Learner Collusion Alan Jeffares Tennison Liu Jonathan Crabbé M. Schaar FedML 61 15 0 26 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 55 2 0 26 Jan 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients Guihong Li Yuedong Yang Kartikeya Bhardwaj R. Marculescu 38 61 0 26 Jan 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 45 2 0 25 Jan 2023
Connecting metrics for shape-texture knowledge in computer vision Tiago Gaspar Oliveira Tiago Marques Arlindo L. Oliveira 19 0 0 25 Jan 2023
A Simple Recipe for Competitive Low-compute Self supervised Vision Models Quentin Duval Ishan Misra Nicolas Ballas 37 9 0 23 Jan 2023
Summarize the Past to Predict the Future: Natural Language Descriptions of Context Boost Multimodal Object Interaction Anticipation Razvan-George Pasca Alexey Gavryushin Muhammad Hamza Yen-Ling Kuo Kaichun Mo Luc Van Gool Otmar Hilliges Xi Wang 35 14 0 22 Jan 2023
Free Lunch for Generating Effective Outlier Supervision Sen Pei Jiaxi Sun R. Xu Bin Fan Shiming Xiang Gaofeng Meng OODD 44 0 0 17 Jan 2023
Post-Train Adaptive U-Net for Image Segmentation K. Khabarlak SSeg 18 1 0 16 Jan 2023
Img2Tab: Automatic Class Relevant Concept Discovery from StyleGAN Features for Explainable Image Classification Y. Song S. K. Shyn Kwang-su Kim VLM 26 5 0 16 Jan 2023
Improving Reliability of Fine-tuning with Block-wise Optimisation Basel Barakat Qiang Huang 30 1 0 15 Jan 2023
Efficient Evaluation Methods for Neural Architecture Search: A Survey Xiangning Xie Xiaotian Song Zeqiong Lv Gary G. Yen Weiping Ding Yizhou Sun 41 12 0 14 Jan 2023
Learnable Heterogeneous Convolution: Learning both topology and strength Rongzhen Zhao Zhenzhi Wu Qikun Zhang 35 6 0 13 Jan 2023
Does progress on ImageNet transfer to real-world datasets? Alex Fang Simon Kornblith Ludwig Schmidt VLM 39 34 0 11 Jan 2023
Sentiment-based Engagement Strategies for intuitive Human-Robot Interaction Thorsten Hempel Laslo Dinges A. Al-Hamadi 18 3 0 10 Jan 2023
Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset Kyoka Yoshiok Kensuke Tanioka S. Hiwa Tomoyuki Hiroyasu 9 4 0 06 Jan 2023
LostNet: A smart way for lost and find Meihua Zhou Ivan Fung Li Yang Nan Wan Keke Di Tingting Wang 15 2 0 05 Jan 2023
TinyMIM: An Empirical Study of Distilling MIM Pre-trained Models Sucheng Ren Fangyun Wei Zheng-Wei Zhang Han Hu 42 35 0 03 Jan 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 49 91 0 03 Jan 2023
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space Arash Ahmadian Louis S.P. Liu Yue Fei Konstantinos N. Plataniotis Mahdi S. Hosseini 26 0 0 31 Dec 2022
OVO: One-shot Vision Transformer Search with Online distillation Zimian Wei H. Pan Xin-Yi Niu Dongsheng Li ViT 34 1 0 28 Dec 2022