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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 951–1000 of 9051 papers

TitleStatusHype
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image SteganographyCode1
Coralai: Intrinsic Evolution of Embodied Neural Cellular Automata EcosystemsCode1
MerRec: A Large-scale Multipurpose Mercari Dataset for Consumer-to-Consumer Recommendation SystemsCode1
Attributed Graph Clustering with Dual Redundancy ReductionCode1
Cooperative Open-ended Learning Framework for Zero-shot CoordinationCode1
Attribute Group Editing for Reliable Few-shot Image GenerationCode1
Metric Space Magnitude for Evaluating the Diversity of Latent RepresentationsCode1
MHSA-Net: Multi-Head Self-Attention Network for Occluded Person Re-IdentificationCode1
AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video RecognitionCode1
CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context DemonstrationsCode1
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial LearningCode1
MitoEM Dataset: Large-scale 3D Mitochondria Instance Segmentation from EM ImagesCode1
ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet AccuracyCode1
Controlling Behavioral Diversity in Multi-Agent Reinforcement LearningCode1
MMP-2K: A Benchmark Multi-Labeled Macro Photography Image Quality Assessment DatabaseCode1
MMPD: Multi-Domain Mobile Video Physiology DatasetCode1
ConZIC: Controllable Zero-shot Image Captioning by Sampling-Based PolishingCode1
Modality Plug-and-Play: Elastic Modality Adaptation in Multimodal LLMs for Embodied AICode1
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word ExclusionCode1
Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identificationCode1
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine LearningCode1
MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework DesignCode1
Controllable Open-ended Question Generation with A New Question Type OntologyCode1
Monocular Human-Object Reconstruction in the WildCode1
Controllable Multi-Interest Framework for RecommendationCode1
Aligning Latent and Image Spaces to Connect the UnconnectableCode1
MUGL: Large Scale Multi Person Conditional Action Generation with LocomotionCode1
Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing ProblemsCode1
Controllable Text Generation via Probability Density Estimation in the Latent SpaceCode1
Controllable and Guided Face Synthesis for Unconstrained Face RecognitionCode1
Adaptable Agent Populations via a Generative Model of PoliciesCode1
Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject LabelsCode1
BenthicNet: A global compilation of seafloor images for deep learning applicationsCode1
Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language ModelsCode1
Multimodal Shape Completion via Conditional Generative Adversarial NetworksCode1
Multi-Objective Counterfactual ExplanationsCode1
Automatically Generating Numerous Context-Driven SFT Data for LLMs across Diverse GranularityCode1
MultiRocket: Multiple pooling operators and transformations for fast and effective time series classificationCode1
Augmenting Sequential Recommendation with Balanced Relevance and DiversityCode1
Multi-Static ISAC in Cell-Free Massive MIMO: Precoder Design and Privacy AssessmentCode1
Controllable Group Choreography using Contrastive DiffusionCode1
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task GenerationCode1
Navigating Chemical Space with Latent FlowsCode1
Controllable Video Captioning with an Exemplar SentenceCode1
ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-Tree Complex Wavelet Representation and Contradict Channel LossCode1
Learning a Cross-modality Anomaly Detector for Remote Sensing ImageryCode1
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving PlannersCode1
Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual FidelityCode1
NeuralTailor: Reconstructing Sewing Pattern Structures from 3D Point Clouds of GarmentsCode1
Covariance Matrix Adaptation for the Rapid Illumination of Behavior SpaceCode1
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