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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 8201–8250 of 9051 papers

TitleStatusHype
Contrastive Learning for Diverse Disentangled Foreground Generation—0
Market Design with Distributional Objectives—0
DesnowNet: Context-Aware Deep Network for Snow Removal—0
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input—0
Detail-Preserving Latent Diffusion for Stable Shadow Removal—0
Detecting Bone Lesions in X-Ray Under Diverse Acquisition Conditions—0
Detecting patterns of species diversification in the presence of both rate shifts and mass extinctions—0
Detecting Quality Problems in Data Models by Clustering Heterogeneous Data Values—0
Detecting Sockpuppets in Deceptive Opinion Spam—0
Detecting Trojaned DNNs Using Counterfactual Attributions—0
Symbiotic Radio: Cognitive Backscattering Communications for Future Wireless Networks—0
Detection and Measurement of Syntactic Templates in Generated Text—0
Determinantal Beam Search—0
Determinantal consensus clustering—0
Adversarial Bootstrapping for Dialogue Model Training—0
Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification—0
Deterministic-to-Stochastic Diverse Latent Feature Mapping for Human Motion Synthesis—0
Contrastive Examples for Addressing the Tyranny of the Majority—0
Continuously Discovering Novel Strategies via Reward-Switching Policy Optimization—0
Developing parsimonious ensembles using ensemble diversity within a reinforcement learning framework—0
Symmetric and Asymmetric Tendencies in Stable Complex Systems—0
Development of Multi-level Linguistic Alignment in Child-adult Conversations—0
Deviations from universality in the fluctuation behavior of a heterogeneous complex system reveal intrinsic properties of components: The case of the international currency market—0
Device-Free Localization Using Multi-Link MIMO Channels in Distributed Antenna Networks—0
Continuous Inference in Graphical Models with Polynomial Energies—0
Dex1B: Learning with 1B Demonstrations for Dexterous Manipulation—0
Symmetry-Breaking Augmentations for Ad Hoc Teamwork—0
Continual Speaker Adaptation for Text-to-Speech Synthesis—0
DFDL: Discriminative Feature-oriented Dictionary Learning for Histopathological Image Classification—0
DFlow: Diverse Dialogue Flow Simulation with Large Language Models—0
Symmetry-constrained Rectification Network for Scene Text Recognition—0
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning—0
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning—0
Continual Semantic Segmentation with Automatic Memory Sample Selection—0
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception—0
Continual Self-supervised Learning Considering Medical Domain Knowledge in Chest CT Images—0
Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction—0
Contextual Distillation Model for Diversified Recommendation—0
Symphony: Learning Realistic and Diverse Agents for Autonomous Driving Simulation—0
Context-Enhanced Detector For Building Detection From Remote Sensing Images—0
Symptom Identification for Interpretable Detection of Multiple Mental Disorders—0
DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning—0
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation—0
Dialect Adaptation and Data Augmentation for Low-Resource ASR: TalTech Systems for the MADASR 2023 Challenge—0
Context-Dependent Diffusion Network for Visual Relationship Detection—0
Dialect Diversity in Text Summarization on Twitter—0
Dialect-Specific Models for Automatic Speech Recognition of African American Vernacular English—0
Dialect Transfer for Swiss German Speech Translation—0
Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning—0
Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images—0
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