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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 4201–4250 of 9051 papers

TitleStatusHype
G-Eval: NLG Evaluation using GPT-4 with Better Human AlignmentCode1
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose EstimationCode1
On the number of equilibria of the replicator-mutator dynamics for noisy social dilemmas—0
Using Semantic Similarity and Text Embedding to Measure the Social Media Echo of Strategic Communications—0
Bias or Diversity? Unraveling Fine-Grained Thematic Discrepancy in U.S. News Headlines—0
Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-optimizationCode2
PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation LayoutCode1
Philosophical Foundations of GeoAI: Exploring Sustainability, Diversity, and Bias in GeoAI and Spatial Data Science—0
The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers—0
Retrievability in an Integrated Retrieval System: An Extended Study—0
Improving Contextualized Topic Models with Negative SamplingCode0
KPEval: Towards Fine-Grained Semantic-Based Keyphrase EvaluationCode1
Image Quality-aware Diagnosis via Meta-knowledge Co-embeddingCode1
Exploring Novel Quality Diversity Methods For Generalization in Reinforcement Learning—0
VisDA 2022 Challenge: Domain Adaptation for Industrial Waste SortingCode1
Guiding AI-Generated Digital Content with Wireless Perception—0
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning ParadigmCode1
Paraphrase Detection: Human vs. Machine ContentCode0
Towards Diverse and Coherent Augmentation for Time-Series ForecastingCode1
Application-Driven AI Paradigm for Person Counting in Various Scenarios—0
Optimizing the Procedure of CT Segmentation Labeling—0
On the Efficacy of Generalization Error Prediction Scoring Functions—0
Controllable Inversion of Black-Box Face Recognition Models via Diffusion—0
Take 5: Interpretable Image Classification with a Handful of FeaturesCode1
SAOR: Single-View Articulated Object Reconstruction—0
TAPS3D: Text-Guided 3D Textured Shape Generation from Pseudo SupervisionCode1
Is ChatGPT A Good Keyphrase Generator? A Preliminary StudyCode0
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection—0
Improving Generalization with Domain Convex GameCode0
Re-thinking Federated Active Learning based on Inter-class DiversityCode1
Distribution-restrained Softmax Loss for the Model Robustness—0
Experimental Validation of Single BS 5G mmWave Positioning and Mapping for Intelligent Transport—0
Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images—0
Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning—0
EPiC: Ensemble of Partial Point Clouds for Robust ClassificationCode0
Pluralistic Aging Diffusion Autoencoder—0
Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain AdaptationCode0
Two Kinds of Recall—0
Diffusion-based Target Sampler for Unsupervised Domain Adaptation—0
Feedback Effect in User Interaction with Intelligent Assistants: Delayed Engagement, Adaption and Drop-out—0
Leaping Into Memories: Space-Time Deep Feature SynthesisCode0
More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase Ranking—0
CoDEPS: Online Continual Learning for Depth Estimation and Panoptic SegmentationCode1
SigVIC: Spatial Importance Guided Variable-Rate Image Compression—0
Taming Diffusion Models for Audio-Driven Co-Speech Gesture GenerationCode2
Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity—0
Active Teacher for Semi-Supervised Object DetectionCode1
An End-to-End Multi-Task Learning Model for Image-based Table RecognitionCode1
Redrawing attendance boundaries to promote racial and ethnic diversity in elementary schools—0
Diversity-Aware Meta Visual PromptingCode1
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