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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

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Showing 551–600 of 9051 papers

TitleStatusHype
Diversity-Measurable Anomaly DetectionCode1
DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI ReconstructionCode1
DVG-Face: Dual Variational Generation for Heterogeneous Face RecognitionCode1
Diversify Your Vision Datasets with Automatic Diffusion-Based AugmentationCode1
Diversify Question Generation with Retrieval-Augmented Style TransferCode1
Diversity-aware Channel Pruning for StyleGAN CompressionCode1
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech EnhancementCode1
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionCode1
Diversifying Dialog Generation via Adaptive Label SmoothingCode1
Diversity-Aware Meta Visual PromptingCode1
Diversified in-domain synthesis with efficient fine-tuning for few-shot classificationCode1
Diversify and Conquer: Diversity-Centric Data Selection with Iterative RefinementCode1
ProCreate, Don't Reproduce! Propulsive Energy Diffusion for Creative GenerationCode1
Advancing Fine-Grained Classification by Structure and Subject Preserving AugmentationCode1
Diversified Batch Selection for Training AccelerationCode1
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph ExpertsCode1
Diversity-based Trajectory and Goal Selection with Hindsight Experience ReplayCode1
Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human ProgrammersCode1
Diverse Video Generation using a Gaussian Process TriggerCode1
Diverse Semantic Image Synthesis via Probability Distribution ModelingCode1
Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process PriorsCode1
Diverse Weight Averaging for Out-of-Distribution GeneralizationCode1
BenthicNet: A global compilation of seafloor images for deep learning applicationsCode1
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural NetworksCode1
Diverse Policy Optimization for Structured Action SpaceCode1
Diverse Image Generation via Self-Conditioned GANsCode1
Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of ModelsCode1
Diverse Image-to-Image Translation via Disentangled RepresentationsCode1
Diversified Adversarial Attacks based on Conjugate Gradient MethodCode1
Diversity Enhanced Active Learning with Strictly Proper Scoring RulesCode1
Diverse Cotraining Makes Strong Semi-Supervised SegmentorCode1
Benchmarking Algorithms for Federated Domain GeneralizationCode1
Diverse Generative Perturbations on Attention Space for Transferable Adversarial AttacksCode1
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion PredictionCode1
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence ModelsCode1
Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline GenerationCode1
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal AnchorsCode1
Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed UsersCode1
Diverse and Admissible Trajectory Prediction through Multimodal Context UnderstandingCode1
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
Diverse and Admissible Trajectory Forecasting through Multimodal Context UnderstandingCode1
Diverse and Specific Clarification Question Generation with KeywordsCode1
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary SpaceCode1
A Doubly Decoupled Network for edge detectionCode1
DivAug: Plug-in Automated Data Augmentation with Explicit Diversity MaximizationCode1
DivClust: Controlling Diversity in Deep ClusteringCode1
Distributed speech separation in spatially unconstrained microphone arraysCode1
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask LearningCode1
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identificationCode1
DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial NetworkCode1
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