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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 451–500 of 9051 papers

TitleStatusHype
CrowdHuman: A Benchmark for Detecting Human in a CrowdCode1
Diverse and Admissible Trajectory Forecasting through Multimodal Context UnderstandingCode1
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
Diverse and Specific Clarification Question Generation with KeywordsCode1
Diverse Generative Perturbations on Attention Space for Transferable Adversarial AttacksCode1
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal AnchorsCode1
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic DataCode1
Diverse Image Captioning with Context-Object Split Latent SpacesCode1
Diverse Policy Optimization for Structured Action SpaceCode1
Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-SpeechCode1
Active Teacher for Semi-Supervised Object DetectionCode1
Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process PriorsCode1
Parameterized Synthetic Text Generation with SimpleStoriesCode1
Diversified in-domain synthesis with efficient fine-tuning for few-shot classificationCode1
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph ExpertsCode1
Diversifying Dialog Generation via Adaptive Label SmoothingCode1
A Large-Scale Database for Graph Representation LearningCode1
A Large-Scale Study on Video Action Dataset CondensationCode1
A Large-scale Universal Evaluation Benchmark For Face Forgery DetectionCode1
Diversity-Aware Meta Visual PromptingCode1
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source DataCode1
Diversity-Guided Multi-Objective Bayesian Optimization With Batch EvaluationsCode1
CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake DetectionCode1
Fully Unsupervised Diversity Denoising with Convolutional Variational AutoencodersCode1
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image SteganographyCode1
DLow: Diversifying Latent Flows for Diverse Human Motion PredictionCode1
A Case for Rejection in Low Resource ML DeploymentCode1
DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arraysCode1
Synth-Empathy: Towards High-Quality Synthetic Empathy DataCode1
Domain-Unified Prompt Representations for Source-Free Domain GeneralizationCode1
Don't Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement LearningCode1
Cross-Domain Feature Augmentation for Domain GeneralizationCode1
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading BooksCode1
DreamDA: Generative Data Augmentation with Diffusion ModelsCode1
Cross-Covariate Gait Recognition: A BenchmarkCode1
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised SegmentationCode1
D2 Pruning: Message Passing for Balancing Diversity and Difficulty in Data PruningCode1
DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking TasksCode1
Dataset Factorization for CondensationCode1
Adaptable Agent Populations via a Generative Model of PoliciesCode1
Dual Feature Augmentation Network for Generalized Zero-shot LearningCode1
De novo Drug Design using Reinforcement Learning with Multiple GPT AgentsCode1
DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of EnsemblesCode1
DVG-Face: Dual Variational Generation for Heterogeneous Face RecognitionCode1
Distributed speech separation in spatially unconstrained microphone arraysCode1
Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and DetectionCode1
Cooperative Open-ended Learning Framework for Zero-shot CoordinationCode1
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving PlannersCode1
ConZIC: Controllable Zero-shot Image Captioning by Sampling-Based PolishingCode1
Coralai: Intrinsic Evolution of Embodied Neural Cellular Automata EcosystemsCode1
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