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gradient descent optimization

17 papers

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Co-occurring keywords

gradient descent (1144) recurrent neural network (1790) neural network optimization (1293) neural architecture search (666) stochastic optimal control (21) probabilistic model (476) convergence rate (607) convolutional neural network (4226) deep neural network (1803) tree-sampling divergence (1)

Papers

Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction CVPR 2025
Expected Probabilistic Hierarchies NIPS 2024
Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise NIPS 2024
Offline and Online Optical Flow Enhancement for Deep Video Compression AAAI 2024
Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU Supervision CVPR 2023
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images ICCV 2023
Catalyst Acceleration of Error Compensated Methods Leads to Better Communication Complexity AISTATS 2023
GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization EMNLP 2022
Multi-View Mesh Reconstruction With Neural Deferred Shading CVPR 2022
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization ICCV 2021
PICCOLO: Point Cloud-Centric Omnidirectional Localization ICCV 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts NAACL 2021
Beyond exploding and vanishing gradients: analysing RNN training using attractors and smoothness AISTATS 2020
Face-to-Parameter Translation for Game Character Auto-Creation ICCV 2019
Gradient Descent Finds Global Minima of Deep Neural Networks ICML 2019
Neural Architecture Optimization NIPS 2018
Accelerating Stochastic Gradient Descent using Predictive Variance Reduction NIPS 2013