Deep Declarative Networks: A New Hope

11 September 2019

Papers citing "Deep Declarative Networks: A New Hope"

26 / 26 papers shown

Title
Revisiting Reset Mechanisms in Spiking Neural Networks for Sequential Modeling: Specialized Discretization for Binary Activated RNN Enqi Zhang MQ 104 0 0 24 Apr 2025
Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management Shuyi Chen Ferdinando Fioretto Feng Qiu Shixiang Zhu 73 0 0 25 Feb 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Y. Yang Xiao Lin Zhipeng Zhao SSL 76 9 0 28 Jan 2025
Learning to Solve Combinatorial Optimization under Positive Linear Constraints via Non-Autoregressive Neural Networks Runzhong Wang Yang Li Junchi Yan Xiaokang Yang AI4CE 37 0 0 06 Sep 2024
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning Weikang Wan Ziyu Wang Zackory M. Erickson David Held David Held 26 4 0 08 Feb 2024
Approximating nonlinear functions with latent boundaries in low-rank excitatory-inhibitory spiking networks William F. Podlaski C. Machens 12 8 0 18 Jul 2023
Learning How To Robustly Estimate Camera Pose in Endoscopic Videos Michael Hayoz Christopher Hahne Mathias Gallardo Daniel Candinas T. Kurmann M. Allan Raphael Sznitman 19 29 0 17 Apr 2023
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao M. Gabbouj Dacheng Tao 46 25 0 19 Mar 2023
Self-supervised learning of object pose estimation using keypoint prediction Zahra Gharaee Felix Järemo Lawin Per-Erik Forssén 3DPC 26 1 0 14 Feb 2023
Unsupervised Volumetric Animation Aliaksandr Siarohin Willi Menapace Ivan Skorokhodov Kyle Olszewski Jian Ren Hsin-Ying Lee Menglei Chai Sergey Tulyakov 36 20 0 26 Jan 2023
Regularized Optimal Transport Layers for Generalized Global Pooling Operations Hongteng Xu Minjie Cheng 30 4 0 13 Dec 2022
NeRFEditor: Differentiable Style Decomposition for Full 3D Scene Editing Chun-Yu Sun Yanbing Liu Junlin Han Stephen Gould 18 7 0 07 Dec 2022
Deep equilibrium models as estimators for continuous latent variables Russell Tsuchida Cheng Soon Ong 30 8 0 11 Nov 2022
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research Directions Mattias Nilsson Olov Schelén Anders Lindgren Ulf Bodin Cristina Paniagua J. Delsing Fredrik Sandin 27 14 0 20 Oct 2022
Sparse Semantic Map-Based Monocular Localization in Traffic Scenes Using Learned 2D-3D Point-Line Correspondences Xingyu Chen Jianru Xue Shanmin Pang 3DPC 11 7 0 10 Oct 2022
Improving Worst Case Visual Localization Coverage via Place-specific Sub-selection in Multi-camera Systems Stephen Hausler Ming Xu Sourav Garg Punarjay Chakravarty Shubham Shrivastava Ankit Vora Michael Milford 8 7 0 28 Jun 2022
EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation Hansheng Chen Pichao Wang Fan Wang Wei Tian Lu Xiong Hao Li 84 146 0 24 Mar 2022
ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization Menelaos Kanakis S. Maurer Matteo Spallanzani Ajad Chhatkuli Luc Van Gool 3DPC 19 13 0 07 Mar 2022
Exploiting Problem Structure in Deep Declarative Networks: Two Case Studies Stephen Gould Dylan Campbell Itzik Ben-Shabat Chamin Pasidu Hewa Koneputugodage Zhiwei Xu 17 8 0 24 Feb 2022
On Training Implicit Models Zhengyang Geng Xinyu Zhang Shaojie Bai Yisen Wang Zhouchen Lin 59 69 0 09 Nov 2021
A global convergence theory for deep ReLU implicit networks via over-parameterization Tianxiang Gao Hailiang Liu Jia Liu Hridesh Rajan Hongyang Gao MLT 23 16 0 11 Oct 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 24 92 0 04 Oct 2021
Implicit Behavioral Cloning Peter R. Florence Corey Lynch Andy Zeng Oscar Ramirez Ayzaan Wahid Laura Downs Adrian S. Wong Johnny Lee Igor Mordatch Jonathan Tompson OffRL 49 369 0 01 Sep 2021
Robust Pooling through the Data Mode Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 3DV OOD 6 3 0 21 Jun 2021
To The Point: Correspondence-driven monocular 3D category reconstruction Filippos Kokkinos Iasonas Kokkinos 3DH 3DPC 10 24 0 10 Jun 2021
Self-supervised Geometric Perception Heng Yang W. Dong Luca Carlone V. Koltun 19 36 0 04 Mar 2021