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neural network architecture

362 papers

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Co-occurring keywords

neural network (6616) convolutional neural network (4216) model compression (3283) image classification (1943) representation learning (6174) object detection (2759) attention mechanism (3975) deep learning (2111) efficient computing (779) computer vision (735)

Papers

Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025
Steinmetz Neural Networks for Complex-Valued Data AISTATS 2025
GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025
Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework IJCAI 2025
MoFE: Mixture of Frozen Experts Architecture NAACL 2025
EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation CVPR 2025
Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning CVPR 2024
You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations NIPS 2024
NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024
From Activation to Initialization: Scaling Insights for Optimizing Neural Fields CVPR 2024
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks NIPS 2024
LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation AAAI 2024
Multi-Head Mixture-of-Experts NIPS 2024
MoST: Motion Style Transformer Between Diverse Action Contents CVPR 2024
Ordinal Potential-based Player Rating AISTATS 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring CVPR 2024
AdaShift: Learning Discriminative Self-Gated Neural Feature Activation With an Adaptive Shift Factor CVPR 2024
Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics NIPS 2024
MR-VNet: Media Restoration using Volterra Networks CVPR 2024
Building Variable-Sized Models via Learngene Pool AAAI 2024
On Feature Learning in Structured State Space Models NIPS 2024
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness NIPS 2024
The Star Geometry of Critic-Based Regularizer Learning NIPS 2024
LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis WACV 2024