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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 7401–7450 of 9051 papers

TitleStatusHype
Characterizing Model Collapse in Large Language Models Using Semantic Networks and Next-Token Probability—0
Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation—0
Tunable Hybrid Proposal Networks for the Open World—0
Progressive Ensemble Networks for Zero-Shot Recognition—0
Self-Training for End-to-End Speech Recognition—0
Seller-side Outcome Fairness in Online Marketplaces—0
Aligning Instruction Tuning with Pre-training—0
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning—0
A9 Intersection Dataset: All You Need for Urban 3D Camera-LiDAR Roadside Perception—0
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts—0
UW-CVGAN: UnderWater Image Enhancement with Capsules Vectors Quantization—0
Semantic-Aware Representation of Multi-Modal Data for Data Ingress: A Literature Review—0
Semantic Cells: Evolutional Process to Acquire Sense Diversity of Items—0
VAE-QWGAN: Addressing Mode Collapse in Quantum GANs via Autoencoding Priors—0
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task—0
Semantic Diversity by Phonetics for Accurate and Robust Machine Translation—0
Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems—0
Semantic Diversity in Dialogue with Natural Language Inference—0
Alibaba Submission to the WMT18 Parallel Corpus Filtering Task—0
Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector—0
Semantic Diversity versus Visual Diversity in Visual Dictionaries—0
Semantic Example Guided Image-to-Image Translation—0
Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models—0
An Algorithm for Multi-Attribute Diverse Matching—0
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification—0
Algorithmic Scenario Generation as Quality Diversity Optimization—0
Semantic Map Guided Synthesis of Wireless Capsule Endoscopy Images using Diffusion Models—0
Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition—0
Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation—0
Semantic Scene Completion with Multi-Feature Data Balancing Network—0
Semantics Disentangling for Text-to-Image Generation—0
Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders—0
Semantics in Multi-objective Genetic Programming—0
Vagueness in Predicates and Objects—0
Semantic uncertainty guides the extension of conventions to new referents—0
Semantic WordRank: Generating Finer Single-Document Summarizations—0
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding—0
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes—0
Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, and modularity—0
A Learning Scheme for Microgrid Islanding and Reconnection—0
Semi-Implicit Generative Model—0
Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models—0
Validation Free and Replication Robust Volume-based Data Valuation—0
Semi-Supervised Convolutional Neural Networks for Human Activity Recognition—0
Learning distinct features helps, provably—0
A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning—0
Semi-supervised FusedGAN for Conditional Image Generation—0
Semi-Supervised Health Index Monitoring with Feature Generation and Fusion—0
A Large-Scale 3D Face Mesh Video Dataset via Neural Re-parameterized Optimization—0
A Large Language Model for Feasible and Diverse Population Synthesis—0
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