SOTAVerified

Diversity

Diversity in data sampling is crucial across various use cases, including search, recommendation systems, and more. Ensuring diverse samples means capturing a wide range of variations and perspectives, which leads to more robust, unbiased, and comprehensive models. In search use cases, for instance, diversity helps avoid redundancy, ensuring that users are exposed to a broader set of relevant information rather than repeated similar results.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7601–7650 of 9051 papers

TitleStatusHype
Parallel Exploration via Negatively Correlated Search—0
CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup SegmentationCode0
Optimal Transport Based Generative Autoencoders—0
Co-existence of Micro, Pico and Atto Cells in Optical Wireless Communication—0
Optical Wireless cabin communication system—0
Infrared uplink design for visible light communication (VLC) systems with beam steering—0
Transmitter Diversity with Beam Steering—0
Target-Oriented Deformation of Visual-Semantic Embedding SpaceCode1
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessmentCode1
DISCERN: Diversity-based Selection of Centroids for k-Estimation and Rapid Non-stochastic ClusteringCode0
Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method—0
A simple and effective hybrid genetic search for the job sequencing and tool switching problemCode0
A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddingsCode0
Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system—0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity—0
Self-Paced Multi-Label Learning with DiversityCode0
Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation—0
Kidney Recognition in CT Using YOLOv3—0
Face Manifold: Manifold Learning for Synthetic Face GenerationCode0
On the Use of Diversity Mechanisms in Dynamic Constrained Continuous Optimization—0
Expanding functional protein sequence space using generative adversarial networksCode0
Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos—0
Learning a Mixture of Granularity-Specific Experts for Fine-Grained CategorizationCode0
Gaussian Affinity for Max-Margin Class Imbalanced Learning—0
Fast and Practical Neural Architecture SearchCode0
Anomaly Detection in Video Sequence With Appearance-Motion Correspondence—0
Generating Diverse and Descriptive Image Captions Using Visual Paraphrases—0
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input—0
SVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval—0
A Large-scale Study of Representation Learning with the Visual Task Adaptation BenchmarkCode0
Cross-Layer Strategic Ensemble Defense Against Adversarial Examples—0
Sub-Architecture Ensemble Pruning in Neural Architecture SearchCode0
Generating Diverse Story Continuations with Controllable Semantics—0
Towards Diverse Paraphrase Generation Using Multi-Class Wasserstein GAN—0
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations—0
Semantic Example Guided Image-to-Image Translation—0
Feature Fusion Detector for Semantic Cognition of Remote Sensing—0
Sampling the "Inverse Set" of a Neuron: An Approach to Understanding Neural Nets—0
Markov Decision Process for Video Generation—0
Galaxy Image Simulation Using Progressive GANs—0
Synergistic Team Composition: A Computational Approach to Foster Diversity in Teams—0
CaptainGAN: Navigate Through Embedding Space For Better Text Generation—0
Omnibus Dropout for Improving The Probabilistic Classification Outputs of ConvNets—0
A Quality-Diversity Controllable GAN for Text Generation—0
Is There Mode Collapse? A Case Study on Face Generation and Its Black-box Calibration—0
BRIDGING ADVERSARIAL SAMPLES AND ADVERSARIAL NETWORKS—0
Sentence embedding with contrastive multi-views learning—0
Deep Hierarchical-Hyperspherical Learning (DH^2L)—0
WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild—0
Stochastic Conditional Generative Networks with Basis Decomposition—0
Show:102550
← PrevPage 153 of 182Next →

No leaderboard results yet.