Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

23 November 2015

Papers citing "Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)"

50 / 654 papers shown

Title
Efficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints Peter Röseler Oliver Schaudt Helmut Berg Christian Bauckhage Matthias Koch 29 0 0 09 May 2025
How to Train Your Metamorphic Deep Neural Network Thomas Sommariva Simone Calderara Angelo Porrello 28 0 0 07 May 2025
ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization Md Rahat-uz- Zaman Bei Wang Paul Rosen 21 0 0 06 May 2025
MergeGuard: Efficient Thwarting of Trojan Attacks in Machine Learning Models Soheil Zibakhsh Shabgahi Yaman Jandali F. Koushanfar MoMe AAML 57 0 0 06 May 2025
Comparing statistical and deep learning techniques for parameter estimation of continuous-time stochastic differentiable equations Aroon Sankoh Victor Wickerhauser BDL AI4TS 27 0 0 06 May 2025
Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations Davide Sartor Alberto Sinigaglia Gian Antonio Susto 34 0 0 05 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 34 0 0 02 May 2025
Future-Oriented Navigation: Dynamic Obstacle Avoidance with One-Shot Energy-Based Multimodal Motion Prediction Ze Zhang Georg Hess Junjie Hu Emmanuel Dean Lennart Svensson Knut Åkesson 48 0 0 01 May 2025
Reliable and Efficient Inverse Analysis using Physics-Informed Neural Networks with Distance Functions and Adaptive Weight Tuning Shota Deguchi Mitsuteru Asai PINN AI4CE 81 0 0 25 Apr 2025
Shrinkage Initialization for Smooth Learning of Neural Networks Miao Cheng Feiyan Zhou Hongwei Zou Limin Wang AI4CE 36 0 0 12 Apr 2025
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding Xi Fu Rui Liu Aung Aung Phyo Wai Hannah Pulferer Neethu Robinson Gernot R Müller-Putz Cuntai Guan 26 0 0 02 Apr 2025
Semi-supervised Node Importance Estimation with Informative Distribution Modeling for Uncertainty Regularization Yankai Chen Taotao Wang Yixiang Fang Yunyu Xiao BDL 103 1 0 26 Mar 2025
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection Tomomasa Yamasaki Zhehui Wang Tao Luo Niangjun Chen Bo Wang 32 0 0 26 Mar 2025
Informer in Algorithmic Investment Strategies on High Frequency Bitcoin Data Filip Stefaniuk Robert Ślepaczuk AIFin 43 0 0 23 Mar 2025
Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning Ruobing Jiang Yacong Li Haobing Liu Yanwei Yu 61 0 0 18 Mar 2025
Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds Riccardo Mazzieri Jacopo Pegoraro Michele Rossi CVBM 52 1 0 10 Mar 2025
A Real-to-Sim-to-Real Approach to Robotic Manipulation with VLM-Generated Iterative Keypoint Rewards Shivansh Patel Xinchen Yin Wenlong Huang Shubham Garg H. Nayyeri Li Fei-Fei Svetlana Lazebnik Yongqian Li 92 0 0 12 Feb 2025
Deep EEG Super-Resolution: Upsampling EEG Spatial Resolution with Generative Adversarial Networks Isaac Corley Yufei Huang 44 60 0 12 Feb 2025
RobotMover: Learning to Move Large Objects From Human Demonstrations Tianyu Li Joanne Truong Jimmy Yang Alexander Clegg Akshara Rai Sehoon Ha Xavier Puig AI4CE 62 0 0 07 Feb 2025
Density Ratio Estimation with Conditional Probability Paths Hanlin Yu Arto Klami Aapo Hyvarinen Anna Korba Omar Chehab 67 0 0 04 Feb 2025
Generative Retrieval for Book search Yubao Tang Ruqing Zhang J. Guo Maarten de Rijke Shihao Liu S. Wang Dawei Yin Xueqi Cheng RALM 31 0 0 19 Jan 2025
Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer Ziyang Chen Yongjun Zhang Wenting Li Bingshu Wang Yabo Wu Yong Zhao C. L. P. Chen 49 0 0 02 Jan 2025
Optical aberrations in autonomous driving: Physics-informed parameterized temperature scaling for neural network uncertainty calibration D. Wolf Alexander Braun Markus Ulrich 89 0 0 18 Dec 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 44 0 0 12 Nov 2024
Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis Hyunwoo Lee Hayoung Choi Hyunju Kim 39 1 0 03 Oct 2024
The Duke Humanoid: Design and Control For Energy Efficient Bipedal Locomotion Using Passive Dynamics Boxi Xia Bokuan Li Jacob Lee Michael Scutari Boyuan Chen AI4CE 31 4 0 29 Sep 2024
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts Hugo Inzirillo Remi Genet MoE 35 4 0 23 Sep 2024
Graph Convolutional Neural Networks as Surrogate Models for Climate Simulation Kevin Potter Carianne Martinez Reina Pradhan Samantha Brozak Steven Sleder Lauren Wheeler AI4Cl AI4CE 25 0 0 19 Sep 2024
Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks Shivam Barwey Pinaki Pal Saumil Patel Riccardo Balin Bethany Lusch V. Vishwanath R. Maulik R. Balakrishnan AI4CE 104 0 0 12 Sep 2024
Using Deep Learning to Design High Aspect Ratio Fusion Devices P. Curvo D. R. Ferreira R. Jorge 19 1 0 31 Aug 2024
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling Shengpeng Ji Ziyue Jiang Xize Cheng Yifu Chen Minghui Fang ... Rongjie Huang Yidi Jiang Qian Chen Zhou Zhao Zhou Zhao VLM 57 33 0 29 Aug 2024
Why Rectified Power Unit Networks Fail and How to Improve It: An Effective Theory Perspective Taeyoung Kim Myungjoo Kang 30 0 0 04 Aug 2024
Back to the Continuous Attractor Ábel Ságodi Guillermo Martín-Sánchez Piotr Sokól Il Memming Park 30 2 0 31 Jul 2024
Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations Yupei Yang Erdun Gao Fan Feng Xinyue Wang Shikui Tu Lei Xu CML OOD TTA 38 1 0 30 Jul 2024
SAPG: Split and Aggregate Policy Gradients Jayesh Singla Ananye Agarwal Deepak Pathak OffRL OnRL 34 3 0 29 Jul 2024
DC is all you need: describing ReLU from a signal processing standpoint Christodoulos Kechris Jonathan Dan Jose Miranda David Atienza 36 1 0 23 Jul 2024
Don't Fear Peculiar Activation Functions: EUAF and Beyond Qianchao Wang Shijun Zhang Dong Zeng Zhaoheng Xie Hengtao Guo Feng-Lei Fan Tieyong Zeng 42 3 0 12 Jul 2024
Linear Attention Based Deep Nonlocal Means Filtering for Multiplicative Noise Removal Xiao Siyao Huang Libing Zhang Shunsheng 41 0 0 06 Jul 2024
LoPT: Low-Rank Prompt Tuning for Parameter Efficient Language Models Shouchang Guo Sonam Damani Keng-hao Chang VLM 36 1 0 27 Jun 2024
rKAN: Rational Kolmogorov-Arnold Networks Alireza Afzal Aghaei 44 18 0 20 Jun 2024
Enhancing Monotonic Modeling with Spatio-Temporal Adaptive Awareness in Diverse Marketing Bin Li Jiayan Pei Feiyang Xiao Yifan Zhao Zhixing Zhang Diwei Liu Hengxu He Jia Jia 29 0 0 20 Jun 2024
Multiplane Prior Guided Few-Shot Aerial Scene Rendering Zihan Gao Licheng Jiao Lingling Li Xu Liu F. Liu Puhua Chen Yuwei Guo 29 3 0 07 Jun 2024
Language Guided Skill Discovery Seungeun Rho Laura Smith Tianyu Li Sergey Levine Xue Bin Peng Sehoon Ha LM&Ro 42 4 0 07 Jun 2024
Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction Sunwoong Yang Ricardo Vinuesa Namwoo Kang AI4CE 49 4 0 06 Jun 2024
Automatic Dance Video Segmentation for Understanding Choreography Koki Endo Shuhei Tsuchida Tsukasa Fukusato Takeo Igarashi VOS 23 0 0 30 May 2024
Accelerating Transformers with Spectrum-Preserving Token Merging Hoai-Chau Tran D. M. Nguyen Duy M. Nguyen Trung Thanh Nguyen Ngan Le Pengtao Xie Daniel Sonntag James Y. Zou Binh T. Nguyen Mathias Niepert 39 8 0 25 May 2024
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate Fan Luo Zuolin Tu Zefang Huang Yang Yu OffRL 36 0 0 24 May 2024
Retrievable Domain-Sensitive Feature Memory for Multi-Domain Recommendation Yuang Zhao Zhaocheng Du Qinglin Jia Linxuan Zhang Zhenhua Dong Ruiming Tang 38 2 0 21 May 2024
I-CTRL: Imitation to Control Humanoid Robots Through Constrained Reinforcement Learning Yashuai Yan Esteve Valls Mascaro Tobias Egle Dongheui Lee 38 4 0 14 May 2024
Deep Learning-Based Residual Useful Lifetime Prediction for Assets with Uncertain Failure Modes Yuqi Su Xiaolei Fang 26 0 0 09 May 2024