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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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SonicSieve: Bringing Directional Speech Extraction to Smartphones Using Acoustic Microstructures Kuang Yuan Yifeng Wang Xiyuxing Zhang Chengyi Shen Swarun Kumar Justin Chan 48 1 0 15 Apr 2025
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Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization Peiliang Gong Emadeldeen Eldele Min Wu Zhenghua Chen Xiaoli Li Daoqiang Zhang AI4TS AI4CE 135 0 0 15 Apr 2025
PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage Weinan Zhang Ju Jia Xiaojun Jia Yihao Huang Xuzhao Li Cong Wu Lina Wang AAML 84 0 0 15 Apr 2025
Cross-Frequency Implicit Neural Representation with Self-Evolving Parameters C. Yu Yisi Luo Kai Ye Xile Zhao Deyu Meng 106 1 0 15 Apr 2025
Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations Ruijie Wang Luca Rossetto Susan Mérillat Christina Röcke Mike Martin Abraham Bernstein DiffM MedIm 175 0 0 15 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 195 0 0 15 Apr 2025
Towards Efficient Partially Relevant Video Retrieval with Active Moment Discovering Peipei Song Li Zhang Long Lan Weidong Chen D. Guo Xun Yang Meng Wang 61 1 0 15 Apr 2025
Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor Wonjun Yi Yong-Hwa Park 52 0 0 15 Apr 2025
Towards Spatially-Aware and Optimally Faithful Concept-Based Explanations Shubham Kumar Dwip Dalal Narendra Ahuja 85 0 0 15 Apr 2025
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems Yibiao Wei Jie Zou Weikang Guo Guoqing Wang Xing Xu Yang Yang 165 1 0 15 Apr 2025
REWARD CONSISTENCY: Improving Multi-Objective Alignment from a Data-Centric Perspective Zhihao Xu Yongqi Tong Xin Zhang Jun Zhou Xiting Wang 74 0 0 15 Apr 2025
Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain Pengcheng Zheng Kecheng Chen Jiaxin Huang Bohao Chen Ju Liu Yazhou Ren X. Pu MedIm 61 0 0 15 Apr 2025
Data Augmentation Through Random Style Replacement Qikai Yang Cheng Ji Huaiying Luo Panfeng Li Zhicheng Ding 103 8 0 14 Apr 2025
Air Quality Prediction with A Meteorology-Guided Modality-Decoupled Spatio-Temporal Network Hang Yin Yan Zhang Jian Xu Jian-Long Chang Yongbin Li Cheng-Lin Liu 69 0 0 14 Apr 2025
Resampling Benchmark for Efficient Comprehensive Evaluation of Large Vision-Language Models Teppei Suzuki Keisuke Ozawa VLM 180 0 0 14 Apr 2025
Physical Scales Matter: The Role of Receptive Fields and Advection in Satellite-Based Thunderstorm Nowcasting with Convolutional Neural Networks Christoph Metzl Kianusch Vahid Yousefnia Richard Müller Virginia Poli Miria Celano Tobias Bölle 67 0 0 14 Apr 2025
An Image is Worth $K$ Topics: A Visual Structural Topic Model with Pretrained Image Embeddings Matías Piqueras Alexandra Segerberg Matteo Magnani Måns Magnusson Nataša Sladoje 101 0 0 14 Apr 2025
Flexibility of German gas-fired generation: evidence from clustering empirical operation Chiara Fusar Bassini Alice Lixuan Xu Jorge Sanchez Canales Lion Hirth Lynn H. Kaack 31 0 0 14 Apr 2025
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 58 1 0 14 Apr 2025
MorphTok: Morphologically Grounded Tokenization for Indian Languages Maharaj Brahma Ayush Maheshwari A. Singh D. Adiga Smruti Bhate Ganesh Ramakrishnan Rohit Saluja Maunendra Sankar Desarkar 118 0 0 14 Apr 2025
Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition Hongyu Qu Ling Xing Rui Yan Yazhou Yao G. Xie Xiangbo Shu 75 0 0 14 Apr 2025
FLoRA: Sample-Efficient Preference-based RL via Low-Rank Style Adaptation of Reward Functions Daniel Marta Simon Holk Miguel Vasco Jens Lundell Timon Homberger F. L. Busch Olov Andersson Danica Kragic Iolanda Leite 131 1 0 14 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 72 0 0 14 Apr 2025
Invariance Matters: Empowering Social Recommendation via Graph Invariant Learning Yonghui Yang Le Wu Yuxin Liao Zhuangzhuang He Pengyang Shao Richang Hong Meng Wang 87 1 0 14 Apr 2025
CAT: A Conditional Adaptation Tailor for Efficient and Effective Instance-Specific Pansharpening on Real-World Data Tianyu Xin Jin-Liang Xiao Zeyu Xia Shan Yin Liang-Jian Deng 67 0 0 14 Apr 2025
Noise2Ghost: Self-supervised deep convolutional reconstruction for ghost imaging Mathieu Manni Dmitry Karpov K. Joost Batenburg Siyang Song Nicola Viganò 67 0 0 14 Apr 2025
Molecular Learning Dynamics Yaroslav Gusev Vitaly Vanchurin 88 1 0 14 Apr 2025
Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images Jiuchen Chen Xinyu Yan Qizhi Xu Kaiqi Li VLM 66 1 0 13 Apr 2025
Debiasing 6-DOF IMU via Hierarchical Learning of Continuous Bias Dynamics Ben Liu Tzu-Yuan Lin Wei Zhang Maani Ghaffari 134 0 0 13 Apr 2025
Causal integration of chemical structures improves representations of microscopy images for morphological profiling Yemin Yu Neil A. Tenenholtz Lester W. Mackey Ying Wei David Alvarez-Melis Ava P. Amini Alex X. Lu 75 1 0 13 Apr 2025
snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing Vidya Sudevan F. Zayer Rizwana Kausar S. Javed Hamad Karki G. D. Masi Jorge Dias 106 0 0 13 Apr 2025
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TextSplat: Text-Guided Semantic Fusion for Generalizable Gaussian Splatting Zhicong Wu Hongbin Xu Gang Xu Ping Nie Zhixin Yan Jinkai Zheng Liangqiong Qu Ming Li Liqiang Nie 3DGS 86 0 0 13 Apr 2025
From Visual Explanations to Counterfactual Explanations with Latent Diffusion Tung Luu Nam Le Duc Le Bac Le DiffM AAML FAtt 218 0 0 12 Apr 2025
Multi-modal and Multi-view Fundus Image Fusion for Retinopathy Diagnosis via Multi-scale Cross-attention and Shifted Window Self-attention Yonghao Huang Leiting Chen Chuan Zhou 57 0 0 12 Apr 2025
Parameterized Synthetic Text Generation with SimpleStories Lennart Finke Chandan Sreedhara Thomas Dooms Mat Allen Emerald Zhang Juan Diego Rodriguez Noa Nabeshima Thomas Marshall Dan Braun SyDa 106 0 0 12 Apr 2025
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Constrained Machine Learning Through Hyperspherical Representation Gaetano Signorelli Michele Lombardi 66 0 0 11 Apr 2025
TinyCenterSpeed: Efficient Center-Based Object Detection for Autonomous Racing Neil Reichlin Nicolas Baumann Edoardo Ghignone Michele Magno 73 0 0 11 Apr 2025
DrivAer Transformer: A high-precision and fast prediction method for vehicle aerodynamic drag coefficient based on the DrivAerNet++ dataset Jiaqi He Xiangwen Luo Yiping Wang AI4CE 198 0 0 11 Apr 2025
Robust SAM: On the Adversarial Robustness of Vision Foundation Models Jiahuan Long Zhengqin Xu Tingsong Jiang Wen Yao Shuai Jia Chao Ma Xiaoqian Chen AAML VLM 98 1 0 11 Apr 2025
Hands-On: Segmenting Individual Signs from Continuous Sequences Low Jian He Harry Walsh Ozge Mercanoglu Sincan Richard Bowden SLR 73 0 0 11 Apr 2025
Muon-Accelerated Attention Distillation for Real-Time Edge Synthesis via Optimized Latent Diffusion Weiye Chen Qingen Zhu Qian Long 64 0 0 11 Apr 2025
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Towards Generalizability to Tone and Content Variations in the Transcription of Amplifier Rendered Electric Guitar Audio Yu-Hua Chen Yuan-Chiao Cheng Yen-Tung Yeh Jui-Te Wu J. Jang Yi-Hsuan Yang 72 0 0 10 Apr 2025
Between Linear and Sinusoidal: Rethinking the Time Encoder in Dynamic Graph Learning Hsing-Huan Chung Shravan Chaudhari Xing Han Yoav Wald Suchi Saria Joydeep Ghosh AI4TS 76 0 0 10 Apr 2025