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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 4201–4225 of 9051 papers

TitleStatusHype
G-Eval: NLG Evaluation using GPT-4 with Better Human AlignmentCode1
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose EstimationCode1
Using Semantic Similarity and Text Embedding to Measure the Social Media Echo of Strategic Communications—0
On the number of equilibria of the replicator-mutator dynamics for noisy social dilemmas—0
Bias or Diversity? Unraveling Fine-Grained Thematic Discrepancy in U.S. News Headlines—0
PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation LayoutCode1
Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-optimizationCode2
Philosophical Foundations of GeoAI: Exploring Sustainability, Diversity, and Bias in GeoAI and Spatial Data Science—0
The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers—0
Improving Contextualized Topic Models with Negative SamplingCode0
Retrievability in an Integrated Retrieval System: An Extended Study—0
KPEval: Towards Fine-Grained Semantic-Based Keyphrase EvaluationCode1
Image Quality-aware Diagnosis via Meta-knowledge Co-embeddingCode1
VisDA 2022 Challenge: Domain Adaptation for Industrial Waste SortingCode1
Exploring Novel Quality Diversity Methods For Generalization in Reinforcement Learning—0
Guiding AI-Generated Digital Content with Wireless Perception—0
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning ParadigmCode1
Optimizing the Procedure of CT Segmentation Labeling—0
Towards Diverse and Coherent Augmentation for Time-Series ForecastingCode1
Application-Driven AI Paradigm for Person Counting in Various Scenarios—0
Paraphrase Detection: Human vs. Machine ContentCode0
On the Efficacy of Generalization Error Prediction Scoring Functions—0
Is ChatGPT A Good Keyphrase Generator? A Preliminary StudyCode0
Controllable Inversion of Black-Box Face Recognition Models via Diffusion—0
SAOR: Single-View Articulated Object Reconstruction—0
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