Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision

16 September 2021

Papers citing "Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision"

50 / 50 papers shown

Title
Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks Murat Bilgehan Ertan Ronak Sahu Phuong Ha Nguyen Kaleel Mahmood Marten van Dijk 27 0 0 23 Apr 2025
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation Anas Berka Mohamed El Hajji R. Canals Youssef Es-saady A. Hafiane 46 0 0 28 Mar 2025
Probabilistic Neural Networks (PNNs) with t-Distributed Outputs: Adaptive Prediction Intervals Beyond Gaussian Assumptions Farhad Pourkamali-Anaraki OOD UQCV 51 0 0 16 Mar 2025
OASIS: Order-Augmented Strategy for Improved Code Search Zuchen Gao Zizheng Zhan Xianming Li Erxin Yu Haotian Zhang Bin Chen Yuqun Zhang Jing Li 66 0 0 11 Mar 2025
Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models Hao Zhou Guergana Savova Lijing Wang 41 0 0 10 Mar 2025
The Curious Case of Arbitrariness in Machine Learning Prakhar Ganesh Afaf Taik G. Farnadi 59 2 0 28 Jan 2025
Drone Detection using Deep Neural Networks Trained on Pure Synthetic Data Mariusz Wisniewski Zeeshan A. Rana Ivan Petrunin Alan Holt Stephen Harman 26 1 0 13 Nov 2024
Revisiting Static Feature-Based Android Malware Detection Md Tanvirul Alam Dipkamal Bhusal Nidhi Rastogi AAML 32 0 0 11 Sep 2024
UTrack: Multi-Object Tracking with Uncertain Detections Edgardo Solano-Carrillo Felix Sattler Antje Alex Alexander Klein Bruno Pereira Costa Ángel Bueno Rodríguez Jannis Stoppe VOT 36 1 0 30 Aug 2024
A Grey-box Attack against Latent Diffusion Model-based Image Editing by Posterior Collapse Zhongliang Guo Lei Fang Jingyu Lin Yifei Qian Shuai Zhao Zeyu Wang Zeyu Wang Cunjian Chen Ognjen Arandjelović Chun Pong Lau DiffM AAML 40 6 0 20 Aug 2024
Questionable practices in machine learning Gavin Leech Juan J. Vazquez Misha Yagudin Niclas Kupper Laurence Aitchison 53 3 0 17 Jul 2024
Regulating AI Adaptation: An Analysis of AI Medical Device Updates Kevin Wu Eric Wu Kit Rodolfa Daniel E. Ho James Zou OOD 21 1 0 22 Jun 2024
Position: Embracing Negative Results in Machine Learning Florian Karl Lukas Malte Kemeter Gabriel Dax Paulina Sierak 34 0 0 06 Jun 2024
On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization Jordi Armengol-Estapé Vincent Michalski Ramnath Kumar P. St-Charles Doina Precup Samira Ebrahimi Kahou 28 0 0 29 May 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models Katherine Xu Lingzhi Zhang Jianbo Shi 43 12 0 23 May 2024
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Alejo López-Ávila Jinhua Du Abbas Shimary Ze Li 38 1 0 16 May 2024
Calibration-then-Calculation: A Variance Reduced Metric Framework in Deep Click-Through Rate Prediction Models Yewen Fan Nian Si Xiangchen Song Kun Zhang 13 0 0 30 Jan 2024
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack Zhongliang Guo Junhao Dong Yifei Qian Kaixuan Wang Weiye Li Ziheng Guo Yuheng Wang Yanli Li Ognjen Arandjelović Lei Fang AAML 25 8 0 18 Jan 2024
Triamese-ViT: A 3D-Aware Method for Robust Brain Age Estimation from MRIs Zhaonian Zhang Richard M. Jiang 37 2 0 13 Jan 2024
TSPP: A Unified Benchmarking Tool for Time-series Forecasting Jan Bkaczek Dmytro Zhylko Gilberto Titericz Sajad Darabi Jean-François Puget Izzy Putterman Dawid Majchrowski Anmol Gupta Kyle Kranen Pawel Morkisz AI4TS 23 1 0 28 Dec 2023
Performance Comparison of Session-based Recommendation Algorithms based on GNNs Faisal Shehzad Dietmar Jannach 16 2 0 27 Dec 2023
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples Marwa Kechaou Mokhtar Z. Alaya Romain Hérault Gilles Gasso GAN 22 0 0 12 Dec 2023
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation Yunzhe Xue Olanrewaju A Eletta J. Ady Nell M. Patel Advaith Bongu Usman Roshan 24 1 0 09 Dec 2023
Data-Free Knowledge Distillation Using Adversarially Perturbed OpenGL Shader Images Logan Frank Jim Davis 25 1 0 20 Oct 2023
Geometric instability of graph neural networks on large graphs Emily L Morris Haotian Shen Weiling Du Muhammad Hamza Sajjad Borun Shi GNN 29 0 0 19 Aug 2023
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision P. Singh Jacopo Cirrone OOD SSL 27 2 0 19 Aug 2023
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection Shyamgopal Karthik Karsten Roth Massimiliano Mancini Zeynep Akata 26 20 0 22 May 2023
On the Variance of Neural Network Training with respect to Test Sets and Distributions Keller Jordan OOD 16 10 0 04 Apr 2023
Cross-Architectural Positive Pairs improve the effectiveness of Self-Supervised Learning P. Singh Jacopo Cirrone SSL 40 0 0 27 Jan 2023
Automatic Sound Event Detection and Classification of Great Ape Calls Using Neural Networks Zifan Jiang A. Soldati Isaac Schamberg A. R. Lameira Steven Moran 21 6 0 05 Jan 2023
Analysis and application of multispectral data for water segmentation using machine learning Shubham Gupta D. Uma R. Hebbar 13 0 0 16 Dec 2022
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 54 442 0 17 Nov 2022
Linear Self-Attention Approximation via Trainable Feedforward Kernel Uladzislau Yorsh Alexander Kovalenko 27 0 0 08 Nov 2022
Learning More May Not Be Better: Knowledge Transferability in Vision and Language Tasks Tianwei Chen Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima Hajime Nagahara VLM 35 0 0 23 Aug 2022
CoShNet: A Hybrid Complex Valued Neural Network using Shearlets Manny Ko Ujjawal K. Panchal Héctor Andrade-Loarca Andres Mendez-Vazquez 25 1 0 14 Aug 2022
Improving Deep Neural Network Random Initialization Through Neuronal Rewiring Leonardo F. S. Scabini B. De Baets Odemir M. Bruno AI4CE 23 6 0 17 Jul 2022
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images Pranav Singh Jacopo Cirrone 19 11 0 13 Jul 2022
CASS: Cross Architectural Self-Supervision for Medical Image Analysis Pranav Singh E. Sizikova Jacopo Cirrone OOD 49 8 0 08 Jun 2022
Merging of neural networks Martin Pasen Vladimír Boza FedML MoMe 30 2 0 21 Apr 2022
SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition Victor Escorcia Ricardo Guerrero Xiatian Zhu Brais Martínez EgoV 28 9 0 10 Apr 2022
The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning Jessica Hullman Sayash Kapoor Priyanka Nanayakkara Andrew Gelman Arvind Narayanan 25 39 0 12 Mar 2022
Engineering the Neural Automatic Passenger Counter Nico Jahn Michael Siebert 13 2 0 02 Mar 2022
Confident AI Jim Davis 16 2 0 12 Feb 2022
Augmenting Convolutional networks with attention-based aggregation Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Piotr Bojanowski Armand Joulin Gabriel Synnaeve Hervé Jégou ViT 35 47 0 27 Dec 2021
Learned Queries for Efficient Local Attention Moab Arar Ariel Shamir Amit H. Bermano ViT 36 29 0 21 Dec 2021
SimpleTRON: Simple Transformer with O(N) Complexity Uladzislau Yorsh Alexander Kovalenko Vojtvech Vanvcura Daniel Vavsata Pavel Kordík Tomávs Mikolov 28 1 0 23 Nov 2021
Revisiting Batch Norm Initialization Jim Davis Logan Frank 19 4 0 26 Oct 2021
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 212 487 0 01 Oct 2021
On the effects of biased quantum random numbers on the initialization of artificial neural networks R. Heese Moritz Wolter Sascha Mucke L. Franken Nico Piatkowski 13 2 0 30 Aug 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021