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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 2851–2900 of 9051 papers

TitleStatusHype
Diversity-driven Data Selection for Language Model Tuning through Sparse Autoencoder—0
Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation—0
Domain Generalization with MixStyle—0
Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation—0
BuildSeg: A General Framework for the Segmentation of Buildings—0
Capturing the Production of the Innovative Ideas: An Online Social Network Experiment and "Idea Geography" Visualization—0
Enhancing Scientific Figure Captioning Through Cross-modal Learning—0
Domain Randomization via Entropy Maximization—0
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections—0
Building Synthetic Speaker Profiles in Text-to-Speech Systems—0
Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant—0
CariGAN: Caricature Generation through Weakly Paired Adversarial Learning—0
Enhancing Solution Efficiency in Reinforcement Learning: Leveraging Sub-GFlowNet and Entropy Integration—0
Diversity Covariance-Aware Prompt Learning for Vision-Language Models—0
Carrier Frequency Offset Estimation for OCDM with Null Subchirps—0
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?—0
Don't Bet on Luck Alone: Enhancing Behavioral Reproducibility of Quality-Diversity Solutions in Uncertain Domains—0
Don’t Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations—0
Diversity by Phonetics and its Application in Neural Machine Translation—0
Don't Look into the Dark: Latent Codes for Pluralistic Image Inpainting—0
Advances in Multi-turn Dialogue Comprehension: A Survey—0
Building and curating conversational corpora for diversity-aware language science and technology—0
Catalyzing Equity in STEM Teams: Harnessing Generative AI for Inclusion and Diversity—0
DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition—0
A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data—0
Double-Stage Feature-Level Clustering-Based Mixture of Experts Framework—0
Do ``Undocumented Workers'' == ``Illegal Aliens''? Differentiating Denotation and Connotation in Vector Spaces—0
Downlink and Uplink Intelligent Reflecting Surface Aided Networks: NOMA and OMA—0
Enhancing Synthetic Oversampling for Imbalanced Datasets Using Proxima-Orion Neighbors and q-Gaussian Weighting Technique—0
Do you MIND? Reflections on the MIND dataset for research on diversity in news recommendations—0
Do You See What I See? Coordinating Multiple Aerial Cameras for Robot Cinematography—0
DOZE: A Dataset for Open-Vocabulary Zero-Shot Object Navigation in Dynamic Environments—0
Diversity Boosted Learning for Domain Generalization with Large Number of Domains—0
D-PAGE: Diverse Paraphrase Generation—0
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps—0
Alleviating Mode Collapse in GAN via Diversity Penalty Module—0
Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation—0
Diversity-Based Recruitment in Crowdsensing By Combinatorial Multi-Armed Bandits—0
Enhancing Jailbreak Attacks with Diversity Guidance—0
DPPNet: Approximating Determinantal Point Processes with Deep Networks—0
DPP-TTS: Diversifying prosodic features of speech via determinantal point processes—0
CausalDyna: Improving Generalization of Dyna-style Reinforcement Learning via Counterfactual-Based Data Augmentation—0
Drafting Event Schemas using Language Models—0
Building Bridge Across the Time: Disruption and Restoration of Murals In the Wild—0
Annotation-Free MIDI-to-Audio Synthesis via Concatenative Synthesis and Generative Refinement—0
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling—0
Causality-based Dual-Contrastive Learning Framework for Domain Generalization—0
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models—0
Diversity Based Edge Pruning of Neural Networks Using Determinantal Point Processes—0
Diversity-based Design Assist for Large Legged Robots—0
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