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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 5151–5200 of 9051 papers

TitleStatusHype
LED: Latent Variable-based Estimation of Density—0
Towards Markerless Grasp Capture—0
A cross-study analysis of drug response prediction in cancer cell lines—0
Axiomatic Explainer Globalness via Optimal Transport—0
Rethinking Multidimensional Discriminator Output for Generative Adversarial Networks—0
Lesion-Aware Transformers for Diabetic Retinopathy Grading—0
"What's in the box?!": Deflecting Adversarial Attacks by Randomly Deploying Adversarially-Disjoint Models—0
Less data is more: Selecting informative and diverse subsets with balancing constraints—0
Less is More: Efficient Point Cloud Reconstruction via Multi-Head Decoders—0
A weighted quantum ensemble of homogeneous quantum classifiers—0
Less Is More: Picking Informative Frames for Video Captioning—0
Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study—0
Lessons to learn for better safeguarding of genetic resources during tree pandemics: the case of ash dieback in Europe—0
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models—0
LetsTalk: Latent Diffusion Transformer for Talking Video Synthesis—0
Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization—0
A Weather-Dependent Hybrid RF/FSO Satellite Communication for Improved Power Efficiency—0
Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design—0
A Wasserstein GAN model with the total variational regularization—0
Leveraging band diversity for feature selection in EO data—0
Leveraging Contextual Counterfactuals Toward Belief Calibration—0
Leveraging Data Collection and Unsupervised Learning for Code-switched Tunisian Arabic Automatic Speech Recognition—0
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks—0
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking—0
Leveraging Diversity in Online Interactions—0
Avoiding mode collapse in diffusion models fine-tuned with reinforcement learning—0
Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types—0
What the %PCSA? Addressing Diversity in Lower-Limb Musculoskeletal Models: Age- and Sex-related Differences in PCSA and Muscle Mass—0
Avoiding an AI-imposed Taylor's Version of all music history—0
Leveraging Large Language Models to Enhance Personalized Recommendations in E-commerce—0
Leveraging Latent Representations of Speech for Indian Language Identification—0
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications—0
Leveraging massively parallel reporter assays for evolutionary questions—0
Leveraging Medical Visual Question Answering with Supporting Facts—0
YOLO-ELA: Efficient Local Attention Modeling for High-Performance Real-Time Insulator Defect Detection—0
Leveraging Perceptual Scores for Dataset Pruning in Computer Vision Tasks—0
Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion—0
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models—0
Leveraging Social Media as a Source for Clinical Guidelines: A Demarcation of Experiential Knowledge—0
Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech Translation—0
Leveraging User-Diversity in Energy-Efficient Edge-Facilitated Collaborative Fog Computing—0
Lewontin (1972)—0
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification—0
Lexical Diversity in Kinship Across Languages and Dialects—0
Lexicographic Choice Under Variable Capacity Constraints—0
LexiCon: Lexically Constrained Review Generation via Robust Insertion—0
Lformer: Text-to-Image Generation with L-shape Block Parallel Decoding—0
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning—0
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation—0
Life history evolution and the origin of multicellularity: differentiation of types, energy constraints, non-linear curvatures of trade-off functions—0
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