conftrace_
← Deep Learning
Deep Learning ›

Optimization & Theory

6,829 papers (27 classified directly here)

Subtopics

Model Compression (1,785) Optimization (1,664) Efficient Computing (1,579) Theory (1,082) Neural Network Optimization (903) Evaluation (509) Loss Functions (123) Interpretability (105) Stochastic Methods (97) Regularization (77) Generalization (24) Sparse Optimization (7)

Papers per year

8
50
642
1173
'10
'15
'20
'25

Papers (including subtopics)

Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner CVPR 2021
GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection CVPR 2021
You Only Look One-Level Feature CVPR 2021
Compatibility-Aware Heterogeneous Visual Search CVPR 2021
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens CVPR 2021
Tree-Like Decision Distillation CVPR 2021
The Lottery Ticket Hypothesis for Object Recognition CVPR 2021
LQF: Linear Quadratic Fine-Tuning CVPR 2021
Depth Completion With Twin Surface Extrapolation at Occlusion Boundaries CVPR 2021
2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition CVPR 2021
Scaling Local Self-Attention for Parameter Efficient Visual Backbones CVPR 2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition CVPR 2021
A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection CVPR 2021
Riggable 3D Face Reconstruction via In-Network Optimization CVPR 2021
Adversarially Adaptive Normalization for Single Domain Generalization CVPR 2021
Rethinking Channel Dimensions for Efficient Model Design CVPR 2021
Orthogonal Over-Parameterized Training CVPR 2021
Network Pruning via Performance Maximization CVPR 2021
Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation CVPR 2021
Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs CVPR 2021
Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food CVPR 2021
Scale-Aware Automatic Augmentation for Object Detection CVPR 2021
Prioritized Architecture Sampling With Monto-Carlo Tree Search CVPR 2021
Generic Perceptual Loss for Modeling Structured Output Dependencies CVPR 2021
Neural Architecture Search With Random Labels CVPR 2021