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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
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning Abdullah Akgul Manuel Haußmann M. Kandemir OffRL 202 0 0 17 Jan 2025
Modeling Time-Variant Responses of Optical Compressors with Selective State Space Models Riccardo Simionato Stefano Fasciani 108 1 0 17 Jan 2025
MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights Van Thien Nguyen William Guicquero Gilles Sicard MQ 131 1 0 17 Jan 2025
V-Trans4Style: Visual Transition Recommendation for Video Production Style Adaptation P. Guhan Tsung-Wei Huang Guan-Ming Su Subhadra Gopalakrishnan Dinesh Manocha VGen 92 0 0 14 Jan 2025
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation Han Liu Yinwei Wei Fan Liu Wenjie Wang Liqiang Nie Tat-Seng Chua 105 17 0 13 Jan 2025
SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training Tianjin Huang Ziquan Zhu Gaojie Jin Lu Liu Zhangyang Wang Shiwei Liu 95 5 0 12 Jan 2025
Benchmarking YOLOv8 for Optimal Crack Detection in Civil Infrastructure Woubishet Zewdu Taffese Ritesh Sharma Mohammad Hossein Afsharmovahed Gunasekaran Manogaran Genda Chen 81 0 0 12 Jan 2025
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing Jitao Wang C. Shi John D. Piette Joshua R. Loftus Donglin Zeng Zhenke Wu OffRL 175 0 0 10 Jan 2025
Encoded Spatial Attribute in Multi-Tier Federated Learning Asfia Kawnine Francis Palma Seyed Alireza Rahimi Azghadi Hung Cao FedML 73 0 0 10 Jan 2025
LUPET: Incorporating Hierarchical Information Path into Multilingual ASR Wei Liu Jingyong Hou Dong Yang Muyong Cao Tan Lee 124 1 0 10 Jan 2025
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 215 8 0 10 Jan 2025
Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRI Andrei Iantsen 57 1 0 10 Jan 2025
HyFusion: Enhanced Reception Field Transformer for Hyperspectral Image Fusion Chia-ming Lee Yu-Fan Lin Yu-Hao Ho Li-Wei Kang Chih-Chung Hsu 92 0 0 08 Jan 2025
LipGen: Viseme-Guided Lip Video Generation for Enhancing Visual Speech Recognition Bowen Hao Dongliang Zhou Xiaojie Li Xingyu Zhang Liang Xie Jianlong Wu Erwei Yin 116 1 0 08 Jan 2025
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Ruilin Luo Zhuofan Zheng Yifan Wang Xinzhe Ni Zicheng Lin ... Yiyao Yu C. Shi Ruihang Chu Jin Zeng Yujiu Yang LRM 139 24 0 08 Jan 2025
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GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology Raktim Kumar Mondol Ewan K. A. Millar Peter H. Graham Lois Browne Arcot Sowmya Erik H. W. Meijering 99 0 0 08 Jan 2025
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion Dong Hyun Jeon Wenbo Sun Haoze Song Dongfang Liu Velasquez Alvaro Yixin Xie Shuteng Niu 90 0 0 07 Jan 2025
MC-VTON: Minimal Control Virtual Try-On Diffusion Transformer Junsheng Luan Guangyuan Li Lei Zhao Wei Xing DiffM 64 2 0 07 Jan 2025
WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation Tianjian Jiang Johsan Billingham Sebastian Müksch Juan Jose Zarate Nicolas Evans Martin R. Oswald Marc Polleyfeys Otmar Hilliges Manuel Kaufmann Jie Song 3DH 123 3 0 06 Jan 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation Zhi Qu Yiran Wang Jiannan Mao Chenchen Ding Hideki Tanaka Masao Utiyama Taro Watanabe LRM 91 0 0 06 Jan 2025
A Trust-Guided Approach to MR Image Reconstruction with Side Information Arda Atalık S. Chopra D. Sodickson 96 0 0 06 Jan 2025
Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks Jinkun Han Wei Li Yongqian Li Zhipeng Cai 127 2 0 05 Jan 2025
Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation Jinkun Han Wei Li Xhipeng Cai Yongqian Li 110 4 0 05 Jan 2025
Dissecting a Small Artificial Neural Network Xiguang Yang Krish Arora Michael Bachmann 75 0 0 03 Jan 2025
Transformer-Driven Inverse Problem Transform for Fast Blind Hyperspectral Image Dehazing Po-Wei Tang Chia-Hsiang Lin Yangrui Liu 105 6 0 03 Jan 2025
Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Dong Zhang Kwang-Ting Cheng MedIm 139 0 0 03 Jan 2025
Unleashing Text-to-Image Diffusion Prior for Zero-Shot Image Captioning Jianjie Luo Jingwen Chen Yehao Li Yingwei Pan Jianlin Feng Hongyang Chao Ting Yao DiffM VLM 117 0 0 03 Jan 2025
NeurTV: Total Variation on the Neural Domain Yisi Luo Xile Zhao Kai Ye Deyu Meng 73 2 0 03 Jan 2025
Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models P. Hess Markus Drüke S. Petri Felix M. Strnad Niklas Boers 93 65 0 03 Jan 2025
KAE: Kolmogorov-Arnold Auto-Encoder for Representation Learning Fangchen Yu Ruilizhen Hu Yidong Lin Yuqi Ma Zhenghao Huang Wenye Li 103 0 0 03 Jan 2025
Minimalist Vision with Freeform Pixels Jeremy Klotz Shree K. Nayar 110 3 0 03 Jan 2025
An AI-powered Bayesian generative modeling approach for causal inference in observational studies Qiao Liu W. Wong CML 125 0 0 03 Jan 2025
learning discriminative features from spectrograms using center loss for speech emotion recognition Dongyang Dai Zhiyong Wu Runnan Li Xixin Wu Jia Jia Helen Meng 78 49 0 03 Jan 2025
Local Flow Matching Generative Models Chen Xu Xiuyuan Cheng Yao Xie 106 2 0 03 Jan 2025
Generative Modelling with High-Order Langevin Dynamics Ziqiang Shi Rujie Liu DiffM 97 2 0 03 Jan 2025
Text2midi: Generating Symbolic Music from Captions Keshav Bhandari Abhinaba Roy Kyra Wang Geeta Puri Simon Colton Dorien Herremans 125 5 0 03 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 129 2 0 03 Jan 2025
Ethical-Lens: Curbing Malicious Usages of Open-Source Text-to-Image Models Yuzhu Cai Sheng Yin Yuxi Wei Chenxin Xu Weibo Mao Felix Juefei Xu Siheng Chen Yanfeng Wang EGVM 158 3 0 03 Jan 2025
Disambiguation of Chinese Polyphones in an End-to-End Framework with Semantic Features Extracted by Pre-trained BERT Dongyang Dai Zhiyong Wu Shiyin Kang Xixin Wu Jia Jia Dan Su Dong Yu Helen Meng 83 26 0 03 Jan 2025
TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes X. Cao Y. Zheng Yao Yao Huapeng Qin Xiaoyu Cao Shihui Guo 107 1 0 03 Jan 2025
SynH2R: Synthesizing Hand-Object Motions for Learning Human-to-Robot Handovers Sammy Christen Lan Feng Wei Yang Yu-Wei Chao Otmar Hilliges Mingli Song 108 14 0 03 Jan 2025
A Classifier-Based Approach to Multi-Class Anomaly Detection for Astronomical Transients Rithwik Gupta D. Muthukrishna Michelle Lochner 39 1 0 03 Jan 2025
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model Wen-Dao Dai Ling-Hao Chen Jingbo Wang Jinpeng Liu Bo Dai Yansong Tang 132 61 0 31 Dec 2024
Hierarchical Banzhaf Interaction for General Video-Language Representation Learning Peng Jin Haoyang Li Li Yuan Shuicheng Yan Jie Chen 128 2 0 31 Dec 2024
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs Tiehua Zhang Yuze Liu Zhishu Shen Xingjun Ma Xin Chen Xiaowei Huang Jun-Jian Yin 119 7 0 31 Dec 2024
Simulation-based Inference for Cardiovascular Models Antoine Wehenkel Laura Manduchi Jens Behrmann Guillermo Sapiro Andrew C. Miller Marco Cuturi Ozan Sener Marco Cuturi J. Jacobsen 194 9 0 31 Dec 2024
Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification Nishant S. Gaikwad Lucas Heublein Nisha Lakshmana Raichur Tobias Feigl Christopher Mutschler Felix Ott 109 7 0 31 Dec 2024
Low-Overhead Channel Estimation via 3D Extrapolation for TDD mmWave Massive MIMO Systems Under High-Mobility Scenarios Binggui Zhou Xi Yang Shaodan Ma Feifei Gao Guanghua Yang 73 0 0 31 Dec 2024
Reinforcement Learning for Multi-Truck Vehicle Routing Problems Randall Correll Sean J. Weinberg F. Sanches Takanori Ide Takafumi Suzuki Alan Arai 80 2 0 31 Dec 2024