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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 801–850 of 9051 papers

TitleStatusHype
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer CapabilitiesCode1
Generative Flow Network for Listwise RecommendationCode1
Generative Modeling in Structural-Hankel Domain for Color Image InpaintingCode1
Generative Range Imaging for Learning Scene Priors of 3D LiDAR DataCode1
CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context DemonstrationsCode1
Are Large Language Models Capable of Generating Human-Level Narratives?Code1
Coralai: Intrinsic Evolution of Embodied Neural Cellular Automata EcosystemsCode1
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine LearningCode1
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language ModelsCode1
ConZIC: Controllable Zero-shot Image Captioning by Sampling-Based PolishingCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
Towards Geospatial Foundation Models via Continual PretrainingCode1
ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet AccuracyCode1
Cooperative Open-ended Learning Framework for Zero-shot CoordinationCode1
Covariance Matrix Adaptation for the Rapid Illumination of Behavior SpaceCode1
G-Eval: NLG Evaluation using GPT-4 with Better Human AlignmentCode1
A Review on Self-Supervised Learning for Time Series Anomaly Detection: Recent Advances and Open ChallengesCode1
A Bayesian Flow Network Framework for Chemistry TasksCode1
Cross-Domain Feature Augmentation for Domain GeneralizationCode1
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned ExpertsCode1
Controllable Open-ended Question Generation with A New Question Type OntologyCode1
Greedy Bayesian Posterior Approximation with Deep EnsemblesCode1
Controllable Multi-Interest Framework for RecommendationCode1
ARGS: Alignment as Reward-Guided SearchCode1
Argumentative Large Language Models for Explainable and Contestable Claim VerificationCode1
Group-wise Contrastive Learning for Neural Dialogue GenerationCode1
Controllable Text Generation via Probability Density Estimation in the Latent SpaceCode1
Controllable and Guided Face Synthesis for Unconstrained Face RecognitionCode1
Addressing the Elephant in the Room: Robust Animal Re-Identification with Unsupervised Part-Based Feature AlignmentCode1
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object InteractionsCode1
Hierarchical Sketch Induction for Paraphrase GenerationCode1
Controllable Group Choreography using Contrastive DiffusionCode1
Controllable Video Captioning with an Exemplar SentenceCode1
Contrastive Quantization with Code Memory for Unsupervised Image RetrievalCode1
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign UsersCode1
AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive ScenariosCode1
HomoFormer: Homogenized Transformer for Image Shadow RemovalCode1
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout GenerationCode1
Contrastive Syn-to-Real GeneralizationCode1
How Many Topics? Stability Analysis for Topic ModelsCode1
How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions?Code1
HQ-50K: A Large-scale, High-quality Dataset for Image RestorationCode1
Active Domain Adaptation via Clustering Uncertainty-weighted EmbeddingsCode1
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationCode1
HUMOS: Human Motion Model Conditioned on Body ShapeCode1
AI-generated text boundary detection with RoFTCode1
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning ParadigmCode1
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-IDCode1
Illuminating Mario Scenes in the Latent Space of a Generative Adversarial NetworkCode1
Contrastive Losses Are Natural Criteria for Unsupervised Video SummarizationCode1
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