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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 5701–5750 of 9051 papers

TitleStatusHype
Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation—0
Task-Oriented Clustering for DialoguesCode0
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation—0
Coreference Chains Categorization by Sequence Clustering—0
PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and ClassificationCode1
Using Synthetic Images To Uncover Population Biases In Facial Landmarks Detection—0
Improving Contrastive Learning on Imbalanced Seed Data via Open-World SamplingCode1
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training—0
Learning Debiased and Disentangled Representations for Semantic Segmentation—0
FairER: Entity Resolution with Fairness ConstraintsCode0
Angle Diversity Trasmitter For High Speed Data Center Uplink Communications—0
Diversity-Driven Combination for Grammatical Error CorrectionCode0
D2RLIR : an improved and diversified ranking function in interactive recommendation systems based on deep reinforcement learning—0
Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning—0
Wasserstein Distance Maximizing Intrinsic Control—0
MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition—0
The chemical space of terpenes: insights from data science and AICode1
Diversity Enhanced Active Learning with Strictly Proper Scoring RulesCode1
Diversity Matters When Learning From Ensembles—0
Separating Content and Style for Unsupervised Image-to-Image TranslationCode0
A novel multiobjective evolutionary algorithm based on decomposition and multi-reference points strategy—0
Learning Diverse Policies in MOBA Games via Macro-Goals—0
Local and collective transitions in sparsely-interacting ecological communities—0
Ensemble Federated Adversarial Training with Non-IID data—0
Robustness of Graph Neural Networks at ScaleCode1
CausalAF: Causal Autoregressive Flow for Safety-Critical Driving Scenario Generation—0
Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon SetCode0
AugMax: Adversarial Composition of Random Augmentations for Robust TrainingCode1
Diversity and Generalization in Neural Network EnsemblesCode0
Improving the Diversity of Unsupervised Paraphrasing with Embedding OutputsCode0
Regularizing Variational Autoencoder with Diversity and Uncertainty AwarenessCode0
MIGS: Meta Image Generation from Scene GraphsCode0
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes—0
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face GenerationCode1
Effect of delay on the emergent stability patterns in Generalized Lotka-Volterra ecological dynamics—0
Gram-Elites: N-Gram Based Quality-Diversity SearchCode0
Lewontin (1972)—0
Learning 3D Semantic Segmentation with only 2D Image Supervision—0
LC3Net: Ladder context correlation complementary network for salient object detection—0
SYNERGY: Building Task Bots at Scale Using Symbolic Knowledge and Machine Teaching—0
Generative Adversarial Graph Convolutional Networks for Human Action SynthesisCode1
MUGL: Large Scale Multi Person Conditional Action Generation with LocomotionCode1
Heritability in Morphological Robot Evolution—0
Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data?Code0
Improved cooperation by balancing exploration and exploitation in intertemporal social dilemma tasks—0
As long as you talk about me: The importance of family firm brands and the contingent role of family-firm identity—0
A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images GenerationCode1
Cyclic Prefix (CP) Jamming Against Eavesdropping Relays in OFDM Systems—0
Result Diversification by Multi-objective Evolutionary Algorithms with Theoretical GuaranteesCode0
FacialGAN: Style Transfer and Attribute Manipulation on Synthetic FacesCode1
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