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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
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation Jie He Tao Wang Deyi Xiong Qun Liu ELM LRM 169 30 0 05 Mar 2025
Predicting Practically? Domain Generalization for Predictive Analytics in Real-world Environments Hanyu Duan Yi Yang Ahmed Abbasi Kar Yan Tam OOD 159 0 0 05 Mar 2025
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On the Relationship Between Double Descent of CNNs and Shape/Texture Bias Under Learning Process Shun Iwase Shuya Takahashi Nakamasa Inoue Rio Yokota Ryo Nakamura Hirokatsu Kataoka 137 0 0 04 Mar 2025
Diverse Controllable Diffusion Policy with Signal Temporal Logic Yue Meng Chuchu fan 155 2 0 04 Mar 2025
Effective High-order Graph Representation Learning for Credit Card Fraud Detection Yao Zou Dawei Cheng 114 1 0 03 Mar 2025
Learning Actionable World Models for Industrial Process Control Peng Yan Ahmed Abdulkadir Gerrit A. Schatte Giulia Anguzzi Joonsu Gha Nikola Pascher Matthias Rosenthal Yunlong Gao Benjamin Grewe Thilo Stadelmann DRL AI4CE 85 0 0 03 Mar 2025
MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment Weicong Qin Yi Xu Weijie Yu Chenglei Shen Ming He Jianping Fan Xiao Zhang Jun Xu 216 0 0 03 Mar 2025
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge Jun Yin Marian Verhelst 171 1 0 03 Mar 2025
Jointly Understand Your Command and Intention:Reciprocal Co-Evolution between Scene-Aware 3D Human Motion Synthesis and Analysis Xuehao Gao Yang Yang Shaoyi Du Guo-Jun Qi Junwei Han 119 1 0 01 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention Tianyi Wang Jianan Fan Dingxin Zhang Dongnan Liu Yong-quan Xia Heng Huang Weidong Cai 134 0 0 01 Mar 2025
Maintaining Plasticity in Reinforcement Learning: A Cost-Aware Framework for Aerial Robot Control in Non-stationary Environments Ali Tahir Karasahin Ziniu Wu Basaran Bahadir Kocer OffRL 122 0 0 01 Mar 2025
Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphs Jong Ho Jhee Alberto Megina Pacôme Constant Dit Beaufils Matilde Karakachoff Richard Redon Alban Gaignard Adrien Coulet 111 0 0 28 Feb 2025
Large Language Models as Attribution Regularizers for Efficient Model Training Davor Vukadin Marin Šilić Goran Delač 184 0 0 27 Feb 2025
Gradient-Guided Annealing for Domain Generalization Aristotelis Ballas Christos Diou OOD 586 1 0 27 Feb 2025
CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators Amit Kumar Taoran Ji 112 0 0 26 Feb 2025
Enhancing Gradient-based Discrete Sampling via Parallel Tempering Luxu Liang Yuhang Jia Feng Zhou 102 0 0 26 Feb 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 231 490 0 26 Feb 2025
BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction Ruifeng Tan Weixiang Hong Jiayue Tang Xibin Lu Ruijun Ma Xiang Zheng Jia Li Jiaqiang Huang Tianze Zhang AI4TS 120 1 0 26 Feb 2025
Structural Alignment Improves Graph Test-Time Adaptation Hans Hao-Hsun Hsu Shikun Liu Han Zhao Pan Li OOD TTA 279 0 0 25 Feb 2025
Learning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose Estimation Tianyang Xu Jiyong Rao Xiaoning Song Zhenhua Feng Xiao Wu ViT 166 1 0 25 Feb 2025
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing Zhuoran Li Chunming Hu Jiasi Chen Zhijun Chen Richong Zhang 90 0 0 24 Feb 2025
SUSTeR: Sparse Unstructured Spatio Temporal Reconstruction on Traffic Prediction Yannick Wölker Christian Beth Matthias Renz Arne Biastoch AI4TS 85 1 0 24 Feb 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 218 23 0 24 Feb 2025
Stable-SPAM: How to Train in 4-Bit More Stably than 16-Bit Adam Tianjin Huang Haotian Hu Zhenyu Zhang Gaojie Jin Xianrui Li ... Tianlong Chen Lu Liu Qingsong Wen Zhangyang Wang Shiwei Liu MQ 90 1 0 24 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 232 8 0 24 Feb 2025
Graph Neural Diffusion Networks for Semi-supervised Learning Wei Ye Zexi Huang Yunqi Hong Ambuj K. Singh GNN 188 3 0 24 Feb 2025
Yes, Q-learning Helps Offline In-Context RL Denis Tarasov Alexander Nikulin Ilya Zisman Albina Klepach Andrei Polubarov Nikita Lyubaykin Alexander Derevyagin Igor Kiselev Vladislav Kurenkov OffRL OnRL 466 1 0 24 Feb 2025
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning Pusen Dong Tianchen Zhu Yue Qiu Haoyi Zhou Jianxin Li 144 1 0 24 Feb 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 149 2 0 24 Feb 2025
FLINT: Learning-based Flow Estimation and Temporal Interpolation for Scientific Ensemble Visualization Hamid Gadirov Jos B. T. M. Roerdink Steffen Frey AI4CE 121 1 0 24 Feb 2025
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving Tianchen Ji Neeloy Chakraborty Andre Schreiber Katherine Rose Driggs-Campbell 537 1 0 23 Feb 2025
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis Anand Kumar Kavinder Roghit Kanthen Josna John 3DGS 164 0 0 23 Feb 2025
Online Learning of Danger Avoidance for Complex Structures of Musculoskeletal Humanoids and Its Applications Kento Kawaharazuka Naoki Hiraoka Yuya Koga Manabu Nishiura Yusuke Omura Yuki Asano Kei Okada Koji Kawasaki Masayuki Inaba 116 1 0 22 Feb 2025
TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data Ege Onur Taga M. E. Ildiz Samet Oymak AI4TS 127 3 0 22 Feb 2025
Software defined demodulation of multiple frequency shift keying with dense neural network for weak signal communications Mykola Kozlenko Vira Vialkova 124 7 0 22 Feb 2025
Improving Speech Enhancement by Cross- and Sub-band Processing with State Space Model Jizhen Li Weiping Tu Yuhong Yang Xinmeng Xu Yiqun Zhang Yanzhen Ren Mamba 79 0 0 22 Feb 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 255 52 0 21 Feb 2025
Multi-scale Topology Optimization using Neural Networks Hongrui Chen Xingchen Liu Levent Burak Kara AI4CE 126 1 0 21 Feb 2025
Sparsity May Be All You Need: Sparse Random Parameter Adaptation Jesus Rios Pierre Dognin Ronny Luss Karthikeyan N. Ramamurthy 189 1 0 21 Feb 2025
Infrared Small Target Detection in Satellite Videos: A New Dataset and A Novel Recurrent Feature Refinement Framework Xinyi Ying Li Liu Zaipin Lin Yangsi Shi Yijiao Wang Ruojing Li Xu Cao Boyang Li Shilin Zhou Wei An 229 3 0 21 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min Lin Ye Wang DiffM TDI 332 52 0 21 Feb 2025
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping Xiaojian Xu Weijie Gan Satya V. V. N. Kothapalli D. Yablonskiy Ulugbek S. Kamilov MedIm 139 5 0 21 Feb 2025
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters Teng Xiao Yige Yuan Ziyang Chen Mingxiao Li Shangsong Liang Zhaochun Ren V. Honavar 217 9 0 21 Feb 2025
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment Sizhe Wang Yongqi Tong Hengyuan Zhang Dawei Li Xin Zhang Tianlong Chen 180 9 0 21 Feb 2025
Lightweight yet Efficient: An External Attentive Graph Convolutional Network with Positional Prompts for Sequential Recommendation Jinyu Zhang Chao Li Zhongying Zhao 123 1 0 21 Feb 2025
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One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems Zuoli Tang Zhaoxin Huan Zihao Li Xiaolu Zhang Jun Hu Chilin Fu Jun Zhou Lixin Zou Chenliang Li 128 19 0 20 Feb 2025
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits Kaining Zhang Liu Liu Min-hsiu Hsieh Dacheng Tao 112 62 0 20 Feb 2025
Synchronize Dual Hands for Physics-Based Dexterous Guitar Playing Pei Xu Ruocheng Wang 187 2 0 20 Feb 2025