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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 1401–1450 of 9051 papers

TitleStatusHype
Can LLMs Patch Security Issues?Code1
Class-Aware Mask-Guided Feature Refinement for Scene Text RecognitionCode1
Image Quality-aware Diagnosis via Meta-knowledge Co-embeddingCode1
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided DiffusionCode1
Can pre-trained models assist in dataset distillation?Code1
DreamDA: Generative Data Augmentation with Diffusion ModelsCode1
Imagining The Road Ahead: Multi-Agent Trajectory Prediction via Differentiable SimulationCode1
AutoSTR: Efficient Backbone Search for Scene Text RecognitionCode1
Vision Transformers with Patch DiversificationCode1
DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual LearningCode1
Practical Wide-Angle Portraits Correction with Deep Structured ModelsCode1
Dual Feature Augmentation Network for Generalized Zero-shot LearningCode1
Dual-stage Hyperspectral Image Classification Model with Spectral SupertokenCode1
Illuminating Mario Scenes in the Latent Space of a Generative Adversarial NetworkCode1
Can we use Common Voice to train a Multi-Speaker TTS system?Code1
DVG-Face: Dual Variational Generation for Heterogeneous Face RecognitionCode1
Illuminating Diverse Neural Cellular Automata for Level GenerationCode1
CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource LanguagesCode1
Dyadic Interaction Modeling for Social Behavior GenerationCode1
CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation FrameworkCode1
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational ReasoningCode1
Image Disentanglement Autoencoder for Steganography Without EmbeddingCode1
CIC: Contrastive Intrinsic Control for Unsupervised Skill DiscoveryCode1
CityPersons: A Diverse Dataset for Pedestrian DetectionCode1
Probabilistic Topic Modelling with Transformer RepresentationsCode1
Procedural Content Generation through Quality DiversityCode1
Profiling Pareto Front With Multi-Objective Stein Variational Gradient DescentCode1
Profiling Pareto Front With Multi-Objective Stein Variational Gradient DescentCode1
Data Curation Alone Can Stabilize In-context LearningCode1
Image Generation Diversity Issues and How to Tame ThemCode1
Clotho: An Audio Captioning DatasetCode1
CIAGAN: Conditional Identity Anonymization Generative Adversarial NetworksCode1
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score DistillationCode1
Promoting High Diversity Ensemble Learning with EnsembleBenchCode1
ID-Booth: Identity-consistent Face Generation with Diffusion ModelsCode1
EEV: A Large-Scale Dataset for Studying Evoked Expressions from VideoCode1
Effective Diversity in Population Based Reinforcement LearningCode1
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency DistillationCode1
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-IDCode1
Image Generation From Small Datasets via Batch Statistics AdaptationCode1
COM Kitchens: An Unedited Overhead-view Video Dataset as a Vision-Language BenchmarkCode1
Ego-Exo: Transferring Visual Representations from Third-person to First-person VideosCode1
AnthroNet: Conditional Generation of Humans via AnthropometricsCode1
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural NetworksCode1
Improving Adversarial Robustness via Promoting Ensemble DiversityCode1
Efficient Neural Neighborhood Search for Pickup and Delivery ProblemsCode1
Causal-Guided Active Learning for Debiasing Large Language ModelsCode1
Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and DetectionCode1
Human-M3: A Multi-view Multi-modal Dataset for 3D Human Pose Estimation in Outdoor ScenesCode1
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationCode1
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