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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
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Papers (including subtopics)

SMPConv: Self-Moving Point Representations for Continuous Convolution CVPR 2023
Learning To Retain While Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation CVPR 2023
Why Is the Winner the Best? CVPR 2023
Generic-to-Specific Distillation of Masked Autoencoders CVPR 2023
Multi-View Reconstruction Using Signed Ray Distance Functions (SRDF) CVPR 2023
Beyond mAP: Towards Better Evaluation of Instance Segmentation CVPR 2023
Perception-Oriented Single Image Super-Resolution Using Optimal Objective Estimation CVPR 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution CVPR 2023
A Large-Scale Homography Benchmark CVPR 2023
Comprehensive and Delicate: An Efficient Transformer for Image Restoration CVPR 2023
Zero-Shot Model Diagnosis CVPR 2023
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge CVPR 2023
Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation CVPR 2023
Spider GAN: Leveraging Friendly Neighbors To Accelerate GAN Training CVPR 2023
Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization CVPR 2023
NeRFLight: Fast and Light Neural Radiance Fields Using a Shared Feature Grid CVPR 2023
Compressing Volumetric Radiance Fields to 1 MB CVPR 2023
How Can Objects Help Action Recognition? CVPR 2023
Realistic Saliency Guided Image Enhancement CVPR 2023
Efficient Hierarchical Entropy Model for Learned Point Cloud Compression CVPR 2023
Neumann Network With Recursive Kernels for Single Image Defocus Deblurring CVPR 2023
Discriminator-Cooperated Feature Map Distillation for GAN Compression CVPR 2023
CP3: Channel Pruning Plug-In for Point-Based Networks CVPR 2023
Two-Way Multi-Label Loss CVPR 2023
HyperReel: High-Fidelity 6-DoF Video With Ray-Conditioned Sampling CVPR 2023