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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
Bounds on Lp errors in density ratio estimation via f-divergence loss functions Yoshiaki Kitazawa 70 1 0 02 Oct 2024
Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech Wonjune Kang Junteng Jia Chunyang Wu Wei Zhou Egor Lakomkin ... Leda Sari Suyoun Kim Ke Li Jay Mahadeokar Ozlem Kalinli AuLLM 95 6 0 02 Oct 2024
Exploring QUIC Dynamics: A Large-Scale Dataset for Encrypted Traffic Analysis Barak Gahtan Robert J. Sahala A. Bronstein R. Cohen 45 0 0 30 Sep 2024
SpaceMesh: A Continuous Representation for Learning Manifold Surface Meshes Tianchang Shen Zheng Li Marc Law Matan Atzmon Sanja Fidler James Lucas Jun Gao Nicholas Sharp 3DH 69 4 0 30 Sep 2024
Inferring Thunderstorm Occurrence from Vertical Profiles of Convection-Permitting Simulations: Physical Insights from a Physical Deep Learning Model Kianusch Vahid Yousefnia Tobias Bölle Christoph Metzl 156 0 0 30 Sep 2024
OccRWKV: Rethinking Efficient 3D Semantic Occupancy Prediction with Linear Complexity Junming Wang Wei Yin Xiaoxiao Long Xingyu Zhang Zebin Xing Xiaoyang Guo Qian Zhang 3DPC 94 3 0 30 Sep 2024
OmniXAS: A Universal Deep-Learning Framework for Materials X-ray Absorption Spectra Shubha R. Kharel Fanchen Meng Xiaohui Qu Matthew R. Carbone Deyu Lu 72 0 0 29 Sep 2024
RNG: Relightable Neural Gaussians Jiahui Fan Fujun Luan Jian Yang Jian Yang Beibei Wang 3DGS 96 2 0 29 Sep 2024
Discovery and inversion of the viscoelastic wave equation in inhomogeneous media Su Chen Yi Ding Hiroe Miyake Xiaojun Li 82 0 0 27 Sep 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 123 1 0 27 Sep 2024
Positional Encoder Graph Quantile Neural Networks for Geographic Data William E. R. de Amorim Scott A. Sisson Thaís Rodrigues David J. Nott G. S. Rodrigues 159 0 0 27 Sep 2024
Using dynamic loss weighting to boost improvements in forecast stability Daan Caljon Jeff Vercauteren Simon De Vos Wouter Verbeke Jente Van Belle 78 0 0 26 Sep 2024
Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses Mathieu Bazinet Valentina Zantedeschi Pascal Germain MLT AI4CE 65 2 0 26 Sep 2024
A Simple but Strong Baseline for Sounding Video Generation: Effective Adaptation of Audio and Video Diffusion Models for Joint Generation Masato Ishii Akio Hayakawa Takashi Shibuya Yuki Mitsufuji VGen DiffM 120 4 0 26 Sep 2024
Neural Light Spheres for Implicit Image Stitching and View Synthesis Ilya Chugunov Amogh Joshi Kiran Murthy Francois Bleibel Felix Heide 115 2 0 26 Sep 2024
LangSAMP: Language-Script Aware Multilingual Pretraining Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 195 0 0 26 Sep 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models Shaoxiong Ji Zihao Li Indraneil Paul Jaakko Paavola Peiqin Lin ... Dayyán O'Brien Hengyu Luo Hinrich Schütze Jörg Tiedemann Barry Haddow CLL 104 7 0 26 Sep 2024
GRACE: Generating Socially Appropriate Robot Actions Leveraging LLMs and Human Explanations Fethiye Irmak Dogan Umut Ozyurt Gizem Cinar Hatice Gunes LLMAG 77 4 0 25 Sep 2024
Safe Leaf Manipulation for Accurate Shape and Pose Estimation of Occluded Fruits Shaoxiong Yao Sicong Pan Maren Bennewitz Kris K. Hauser 80 6 0 25 Sep 2024
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder Khai-Nguyen Nguyen Phuc Phan Tan-Hanh Pham Bach Phan Tat Minh-Huong Ngo Chris Ngo Thanh Nguyen-Tang Truong-Son Hy LM&MA 88 0 0 21 Sep 2024
ProxFly: Robust Control for Close Proximity Quadcopter Flight via Residual Reinforcement Learning Ruiqi Zhang Dingqi Zhang Mark W. Mueller 353 1 0 20 Sep 2024
ID-Guard: A Universal Framework for Combating Facial Manipulation via Breaking Identification Zuomin Qu Wei Lu Xiangyang Luo Qian Wang Xiaochun Cao AAML PICV 121 1 0 20 Sep 2024
Neural Configuration Distance Function for Continuum Robot Control Kehan Long Hardik Parwana Georgios Fainekos Bardh Hoxha Hideki Okamoto Nikolay Atanasov 133 2 0 20 Sep 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 242 1 0 20 Sep 2024
A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation Jingyuan Wang Jie Zhang Shihao Chen Miao Sun 49 0 0 19 Sep 2024
Explainable AI for Autism Diagnosis: Identifying Critical Brain Regions Using fMRI Data Suryansh Vidya Kush Gupta Amir Aly Andy Wills Emmanuel Ifeachor Rohit Shankar 100 1 0 19 Sep 2024
AudioComposer: Towards Fine-grained Audio Generation with Natural Language Descriptions Yun Wang Hangting Chen Dongchao Yang Zhiyong Wu Xixin Wu DiffM 95 2 0 19 Sep 2024
An Enhanced-State Reinforcement Learning Algorithm for Multi-Task Fusion in Large-Scale Recommender Systems Peng Liu Jiawei Zhu Cong Xu Ming Zhao Bin Wang 62 1 0 18 Sep 2024
DocMamba: Efficient Document Pre-training with State Space Model Pengfei Hu Zhenrong Zhang Jiefeng Ma Shuhang Liu Jun Du Jianshu Zhang Mamba 66 1 0 18 Sep 2024
AutoFlow: An Autoencoder-based Approach for IP Flow Record Compression with Minimal Impact on Traffic Classification Adrian Pekar 56 1 0 17 Sep 2024
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 159 1 0 17 Sep 2024
OSV: One Step is Enough for High-Quality Image to Video Generation Xiaofeng Mao Zhengkai Jiang Fu-Yun Wang Wenbing Zhu Hao Chen Mingmin Chi Yabiao Wang Wenhan Luo DiffM VGen 109 13 0 17 Sep 2024
Advances in APPFL: A Comprehensive and Extensible Federated Learning Framework Zilinghan Li Shilan He Ze Yang Minseok Ryu Kibaek Kim Ravi K. Madduri FedML 124 13 0 17 Sep 2024
Scale generalisation properties of extended scale-covariant and scale-invariant Gaussian derivative networks on image datasets with spatial scaling variations Andrzej Perzanowski Tony Lindeberg 125 1 0 17 Sep 2024
Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector based Pseudo-Labels Zakaria Aldeneh Takuya Higuchi Jee-weon Jung Li-Wei Chen Stephen Shum Ahmed Hussen Abdelaziz Shinji Watanabe Tatiana Likhomanenko B. Theobald VLM SSL 95 0 0 16 Sep 2024
A Bayesian Interpretation of Adaptive Low-Rank Adaptation Haolin Chen Philip N. Garner 119 2 0 16 Sep 2024
Partial Distribution Matching via Partial Wasserstein Adversarial Networks Zi-Ming Wang Nan Xue Ling Lei Rebecka Jörnsten Gui-Song Xia OOD 164 1 0 16 Sep 2024
Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks Ali Mehrabian Parsa Mojarad Adi Moein Heidari Ilker Hacihaliloglu 69 3 0 14 Sep 2024
Evaluating probabilistic and data-driven inference models for fiber-coupled NV-diamond temperature sensors Shraddha Rajpal Zeeshan Ahmed Tyrus Berry 57 0 0 14 Sep 2024
PIP-Loco: A Proprioceptive Infinite Horizon Planning Framework for Quadrupedal Robot Locomotion Aditya Shirwatkar Naman Saxena Kishore Chandra Shishir Kolathaya 98 3 0 14 Sep 2024
Shadow Program Inversion with Differentiable Planning: A Framework for Unified Robot Program Parameter and Trajectory Optimization Benjamin Alt Claudius Kienle Darko Katic Rainer Jäkel Michael Beetz 89 1 0 13 Sep 2024
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation Pengyun Wang Yadi Cao Chris Russell Yanxin Shen Junyu Luo Ming Zhang Siyu Heng Zhiyuan Ning 73 1 0 13 Sep 2024
Rethinking Meta-Learning from a Learning Lens Wenwen Qiang Jingyao Wang Chuxiong Sun Hui Xiong Jiangmeng Li 146 2 0 13 Sep 2024
MambaFoley: Foley Sound Generation using Selective State-Space Models Marco Furio Colombo Francesca Ronchini Luca Comanducci Fabio Antonacci Mamba 70 1 0 13 Sep 2024
In-Situ Fine-Tuning of Wildlife Models in IoT-Enabled Camera Traps for Efficient Adaptation Mohammad Mehdi Rastikerdar Jin Huang Hui Guan Deepak Ganesan 109 0 0 12 Sep 2024
Sparse R-CNN OBB: Ship Target Detection in SAR Images Based on Oriented Sparse Proposals Kamirul Kamirul Odysseas A. Pappas A. Achim 71 0 0 12 Sep 2024
Locality-aware Cross-modal Correspondence Learning for Dense Audio-Visual Events Localization Ling Xing Hongyu Qu Rui Yan Xiangbo Shu Jinhui Tang 101 2 0 12 Sep 2024
DDEvENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRI Chenjun Li Dian Yang Shun Yao Shuyue Wang Ye Wu ... C. Westin L. O’Donnell N. Sochen O. Pasternak Fan Zhang UQCV 98 0 0 11 Sep 2024
FaVoR: Features via Voxel Rendering for Camera Relocalization Vincenzo Polizzi Marco Cannici Davide Scaramuzza Jonathan Kelly 78 0 0 11 Sep 2024
Janssen 2.0: Audio Inpainting in the Time-frequency Domain Ondřej Mokrý Peter Balušík P. Rajmic 69 0 0 10 Sep 2024