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Adam: A Method for Stochastic Optimization

22 December 2014

Diederik P. Kingma

Jimmy Ba

ODL

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Papers citing "Adam: A Method for Stochastic Optimization"

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Title
Understanding Generalization of Federated Learning: the Trade-off between Model Stability and Optimization Dun Zeng Zheshun Wu Shiyu Liu Yu Pan Xiaoying Tang Zenglin Xu MLT FedML 140 1 0 25 Nov 2024
Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens Zhangqi Jiang Junkai Chen Beier Zhu Tingjin Luo Yankun Shen Xu Yang 142 7 0 23 Nov 2024
An Information-Theoretic Regularizer for Lossy Neural Image Compression Yanmei Zhang Meng Wang Xihua Sheng Peilin Chen Junru Li Li Zhang Shuaiqiang Wang 445 0 0 23 Nov 2024
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks Benjamin Cox Santiago Segarra Victor Elvira 128 0 0 23 Nov 2024
J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume Xiwei Liu Mohamad Kassab Min Xu Qirong Ho 458 0 0 22 Nov 2024
Anti-Forgetting Adaptation for Unsupervised Person Re-identification Hao Chen Francois Bremond Nicu Sebe Shiliang Zhang CLL 196 1 0 22 Nov 2024
FuseGPT: Learnable Layers Fusion of Generative Pre-trained Transformers Zehua Pei Hui-Ling Zhen Xianzhi Yu Sinno Jialin Pan Mingxuan Yuan Bei Yu AI4CE 227 3 0 21 Nov 2024
IterIS: Iterative Inference-Solving Alignment for LoRA Merging Hongxu Chen Runshi Li Bowei Zhu Zhen Wang Long Chen MoMe 148 2 0 21 Nov 2024
Attribute Inference Attacks for Federated Regression Tasks Francesco Diana Othmane Marfoq Chuan Xu Giovanni Neglia F. Giroire Eoin Thomas AAML 576 1 0 19 Nov 2024
Data-efficient Tactile Sensing with Electrical Impedance Tomography Huazhi Dong Ronald B. Liu Leo Micklem Peisan Sharel E F. G. Serchi Yunjie Yang 95 1 0 19 Nov 2024
The Sound of Water: Inferring Physical Properties from Pouring Liquids Piyush Bagad Makarand Tapaswi Cees G. M. Snoek Andrew Zisserman 154 0 0 18 Nov 2024
Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning Yihao Luo Yuezihan Jiang Yinjie Jiang Gaode Chen Jiadong Wang Kaigui Bian Peiyi Li Qi Zhang 66 0 0 18 Nov 2024
Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries Zhihao Li Haoze Song Di Xiao Zhilu Lai Wei Wang AI4CE 222 4 0 18 Nov 2024
MC-LLaVA: Multi-Concept Personalized Vision-Language Model Ruichuan An Sihan Yang Ming Lu Kai Zeng Yulin Luo ... Hao Liang Qi She Shanghang Zhang Wentao Zhang Wentao Zhang 165 12 0 18 Nov 2024
TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection Mengxuan Li Ke Liu Hongyang Chen Jiajun Bu Hongwei Wang Haishuai Wang AI4TS 181 1 0 18 Nov 2024
Infrared-Assisted Single-Stage Framework for Joint Restoration and Fusion of Visible and Infrared Images under Hazy Conditions Huafeng Li Jiaqi Fang Yafei Zhang Yu Liu 115 0 0 16 Nov 2024
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery Ashim Dahal Saydul Akbar Murad Nick Rahimi ViT 174 2 0 14 Nov 2024
PyGen: A Collaborative Human-AI Approach to Python Package Creation Saikat Barua Mostafizur Rahman Md Jafor Sadek Rafiul Islam Shehnaz Khaled Md. Shohrab Hossain 90 2 0 13 Nov 2024
EMPERROR: A Flexible Generative Perception Error Model for Probing Self-Driving Planners Niklas Hanselmann Simon Doll Marius Cordts Hendrik P. A. Lensch Andreas Geiger 79 0 0 12 Nov 2024
An Interpretable X-ray Style Transfer via Trainable Local Laplacian Filter Dominik Eckert L. Ritschl Christopher Syben Christian Hümmer Julia Wicklein M. Beister Steffen Kappler Sebastian Stober MedIm 62 0 0 11 Nov 2024
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation Qiao Qiao Yuepei Li Qing Wang Kang Zhou Qi Li 85 0 0 11 Nov 2024
Sketched Adaptive Federated Deep Learning: A Sharp Convergence Analysis Zhijie Chen Qiaobo Li A. Banerjee FedML 88 0 0 11 Nov 2024
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Zhiqiang Liu Yin Hua Yin Hua Zhuo Chen Ziqi Liu Lei Liang Ningyu Zhang Wen Zhang AI4TS 68 1 0 11 Nov 2024
SniffySquad: Patchiness-Aware Gas Source Localization with Multi-Robot Collaboration Yuhan Cheng Xuecheng Chen Yixuan Yang Haoyang Wang Jinfeng Xu Chaopeng Hong Susu Xu Xiao-Ping Zhang Yunhao Liu 71 0 0 09 Nov 2024
Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings Miguel Moura Ramos Tomás Almeida Daniel Vareta Filipe Azevedo Sweta Agrawal Patrick Fernandes André F. T. Martins 101 4 0 08 Nov 2024
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object Detection Pengfei Lyu Pak-Hei Yeung Xiufei Cheng Xiaosheng Yu Chengdong Wu Jagath C. Rajapakse 76 0 0 06 Nov 2024
Blind Estimation of Sub-band Acoustic Parameters from Ambisonics Recordings using Spectro-Spatial Covariance Features Hanyu Meng Jeroen Breebaart Jeremy Stoddard V. Sethu Eliathamby Ambikairajah 78 1 0 05 Nov 2024
CAD-NeRF: Learning NeRFs from Uncalibrated Few-view Images by CAD Model Retrieval Xin Wen Xuening Zhu Renjiao Yi Z. T. Wang Chenyang Zhu K. Xu 110 1 0 05 Nov 2024
Topograph: An efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation Laurin Lux Alexander H. Berger Alexander Weers Nico Stucki Daniel Rueckert Ulrich Bauer Johannes C. Paetzold 96 3 0 05 Nov 2024
Your copula is a classifier in disguise: classification-based copula density estimation David Huk Mark Steel Ritabrata Dutta 175 0 0 05 Nov 2024
SPES: Spectrogram Perturbation for Explainable Speech-to-Text Generation Dennis Fucci Marco Gaido Beatrice Savoldi Matteo Negri Mauro Cettolo L. Bentivogli 246 3 0 03 Nov 2024
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing Jiaru Zou Qing Wang Pratyush Thakur Nickvash Kani LRM 178 3 0 01 Nov 2024
Wasserstein Flow Matching: Generative modeling over families of distributions Doron Haviv Aram-Alexandre Pooladian Dana Peér Brandon Amos OOD 71 1 0 01 Nov 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation Bowen Li Zhaoyu Li Qiwei Du Jinqi Luo Wenshan Wang ... Katia Sycara Pradeep Kumar Ravikumar Alexander G. Gray X. Si Sebastian A. Scherer AI4CE LRM 136 4 0 01 Nov 2024
Differentiable Physics-based System Identification for Robotic Manipulation of Elastoplastic Materials Xintong Yang Ze Ji Yu-Kun Lai 94 0 0 01 Nov 2024
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization Zeyuan Ma Hongshu Guo Yue-Jiao Gong Jun Zhang Kay Chen Tan 278 4 0 01 Nov 2024
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FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 69 8 0 31 Oct 2024
InjecGuard: Benchmarking and Mitigating Over-defense in Prompt Injection Guardrail Models Haoyang Li Xiaogeng Liu SILM 114 9 0 30 Oct 2024
Subgraph Aggregation for Out-of-Distribution Generalization on Graphs Bowen Liu Haoyang Li Shuning Wang Shuo Nie Shanghang Zhang OODD CML 153 0 0 29 Oct 2024
How Does Critical Batch Size Scale in Pre-training? Hanlin Zhang Depen Morwani Nikhil Vyas Jingfeng Wu Difan Zou Udaya Ghai Dean Phillips Foster Sham Kakade 134 17 0 29 Oct 2024
$f$ -PO: Generalizing Preference Optimization with $f$ -divergence Minimization Jiaqi Han Mingjian Jiang Yuxuan Song J. Leskovec Stefano Ermon 100 6 0 29 Oct 2024
High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation Chris Camaño Daniel Huang BDL GP 109 1 0 28 Oct 2024
Frequency matters: Modeling irregular morphological patterns in Spanish with Transformers Akhilesh Kakolu Ramarao Kevin Tang Dinah Baer-Henney 73 0 0 28 Oct 2024
Evaluating the Robustness of LiDAR Point Cloud Tracking Against Adversarial Attack Shengjing Tian Yinan Han Xiantong Zhao Bin Liu Xiuping Liu AAML 63 0 0 28 Oct 2024
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 72 0 0 28 Oct 2024
Model-agnostic basis functions for the 2-point correlation function of dark matter in linear theory Aseem Paranjape Ravi K. Sheth 48 1 0 28 Oct 2024
CloudCast -- Total Cloud Cover Nowcasting with Machine Learning Mikko Partio Leila Hieta Anniina Kokkonen 70 1 0 27 Oct 2024
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LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data Yue Cheng Jiajun Zhang Weiwei Xing Xiaoyu Guo Yue Cheng Witold Pedrycz CML 110 0 0 25 Oct 2024