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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 4151–4200 of 9051 papers

TitleStatusHype
Rethinking Robustness of Model AttributionsCode0
UINav: A Practical Approach to Train On-Device Automation Agents—0
Unraveling Batch Normalization for Realistic Test-Time AdaptationCode0
Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active Learning—0
Multiscale differential geometry learning of networks with applications to single-cell RNA sequencing dataCode0
Text2Immersion: Generative Immersive Scene with 3D Gaussians—0
CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels—0
ArchiGuesser -- AI Art Architecture Educational GameCode0
Planning and Rendering: Towards Product Poster Generation with Diffusion Models—0
DSS: A Diverse Sample Selection Method to Preserve Knowledge in Class-Incremental Learning—0
Adaptive parameter sharing for multi-agent reinforcement learning—0
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network—0
PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition—0
GMTalker: Gaussian Mixture-based Audio-Driven Emotional Talking Video Portraits—0
DiffuVST: Narrating Fictional Scenes with Global-History-Guided Denoising Models—0
Deep Internal Learning: Deep Learning from a Single Input—0
SkyScenes: A Synthetic Dataset for Aerial Scene Understanding—0
Promoting Counterfactual Robustness through DiversityCode0
AnyHome: Open-Vocabulary Generation of Structured and Textured 3D Homes—0
CAD: Photorealistic 3D Generation via Adversarial Distillation—0
PortraitBooth: A Versatile Portrait Model for Fast Identity-preserved Personalization—0
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models—0
NutritionVerse-Synth: An Open Access Synthetically Generated 2D Food Scene Dataset for Dietary Intake Estimation—0
A Vision for Operationalising Diversity and Inclusion in AI—0
Singular Value Penalization and Semantic Data Augmentation for Fully Test-Time Adaptation—0
Federated Learning Empowered by Generative Content—0
Exploiting Representation Bias for Data Distillation in Abstractive Text Summarization—0
Synergizing Quality-Diversity with Descriptor-Conditioned Reinforcement LearningCode0
Generative AI for Physical Layer Communications: A Survey—0
R2-Talker: Realistic Real-Time Talking Head Synthesis with Hash Grid Landmarks Encoding and Progressive Multilayer Conditioning—0
AI Competitions and Benchmarks: Competition platforms—0
SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation—0
Kraken: enabling joint trajectory prediction by utilizing Mode Transformer and Greedy Mode Processing—0
DARLEI: Deep Accelerated Reinforcement Learning with Evolutionary Intelligence—0
Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors—0
Edge computing service deployment and task offloading based on multi-task high-dimensional multi-objective optimization—0
Multiview Aerial Visual Recognition (MAVREC): Can Multi-view Improve Aerial Visual Perception?—0
Digital Life Project: Autonomous 3D Characters with Social Intelligence—0
DiffusionPhase: Motion Diffusion in Frequency Domain—0
Generalization to New Sequential Decision Making Tasks with In-Context Learning—0
FoodFusion: A Latent Diffusion Model for Realistic Food Image Generation—0
On the Role of Edge Dependency in Graph Generative Models—0
Enhancing Molecular Property Prediction via Mixture of Collaborative ExpertsCode0
Seller-side Outcome Fairness in Online Marketplaces—0
SO-NeRF: Active View Planning for NeRF using Surrogate Objectives—0
Generating a Map of Well-being Regions using Multiscale Moving Direction Entropy on Mobile Sensors—0
SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World—0
A Self-Commissioning Edge Computing Method for Data-Driven Anomaly Detection in Power Electronic Systems—0
Semi-Supervised Health Index Monitoring with Feature Generation and Fusion—0
HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding—0
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