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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 1051–1100 of 9051 papers

TitleStatusHype
Dance with You: The Diversity Controllable Dancer Generation via Diffusion ModelsCode1
D2 Pruning: Message Passing for Balancing Diversity and Difficulty in Data PruningCode1
Curiosity-Driven Reinforcement Learning from Human FeedbackCode1
DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic ModelsCode1
Dan: Deep attention neural network for news recommendationCode1
Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-SpeechCode1
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image SteganographyCode1
CrowdHuman: A Benchmark for Detecting Human in a CrowdCode1
CreoPep: A Universal Deep Learning Framework for Target-Specific Peptide Design and OptimizationCode1
CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context DemonstrationsCode1
Covariance Matrix Adaptation for the Rapid Illumination of Behavior SpaceCode1
CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake DetectionCode1
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning GraphCode1
Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR DataCode1
Design of Chain-of-Thought in Math Problem SolvingCode1
A Multimodal In-Context Tuning Approach for E-Commerce Product Description GenerationCode1
Controllable Video Captioning with an Exemplar SentenceCode1
Controlling Behavioral Diversity in Multi-Agent Reinforcement LearningCode1
Controllable Multi-Interest Framework for RecommendationCode1
Controllable and Guided Face Synthesis for Unconstrained Face RecognitionCode1
Controllable Open-ended Question Generation with A New Question Type OntologyCode1
ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet AccuracyCode1
Contrastive Identity-Aware Learning for Multi-Agent Value DecompositionCode1
A Multi-Loss Strategy for Vehicle Trajectory Prediction: Combining Off-Road, Diversity, and Directional Consistency LossesCode1
Contrastive Losses Are Natural Criteria for Unsupervised Video SummarizationCode1
Continual Object Detection via Prototypical Task Correlation Guided Gating MechanismCode1
Adaptively Sparse TransformersCode1
Continual Variational Autoencoder Learning via Online Cooperative MemorizationCode1
Contrastive Syn-to-Real GeneralizationCode1
Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text GenerationCode1
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide GenerationCode1
Controllable Group Choreography using Contrastive DiffusionCode1
Controllable Text Generation via Probability Density Estimation in the Latent SpaceCode1
BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense EvaluationCode1
Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label EnhancementCode1
Bacteriophage classification for assembled contigs using Graph Convolutional NetworkCode1
Contrastive Model Inversion for Data-Free Knowledge DistillationCode1
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine LearningCode1
COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse LearningCode1
COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT ImagesCode1
BalaGAN: Image Translation Between Imbalanced Domains via Cross-Modal TransferCode1
Cross-Covariate Gait Recognition: A BenchmarkCode1
Cross-Domain Feature Augmentation for Domain GeneralizationCode1
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised SegmentationCode1
Context-Transformer: Tackling Object Confusion for Few-Shot DetectionCode1
Curriculum-guided Hindsight Experience ReplayCode1
Content-aware Tile Generation using Exterior Boundary InpaintingCode1
dacl10k: Benchmark for Semantic Bridge Damage SegmentationCode1
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text GenerationCode1
Contextual Diversity for Active LearningCode1
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