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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 4451–4500 of 9051 papers

TitleStatusHype
Detecting Trojaned DNNs Using Counterfactual Attributions—0
Detecting Sockpuppets in Deceptive Opinion Spam—0
Interactive Speech and Noise Modeling for Speech Enhancement—0
Detecting Quality Problems in Data Models by Clustering Heterogeneous Data Values—0
Detecting patterns of species diversification in the presence of both rate shifts and mass extinctions—0
Being Considerate as a Pathway Towards Pluralistic Alignment for Agentic AI—0
Detecting Bone Lesions in X-Ray Under Diverse Acquisition Conditions—0
Detail-Preserving Latent Diffusion for Stable Shadow Removal—0
Analyzing Persuasive Strategies in Meme Texts: A Fusion of Language Models with Paraphrase Enrichment—0
A Data Quality Assessment Framework for AI-enabled Wireless Communication—0
Interference-Limited Ultra-Reliable and Low-Latency Communications: Graph Neural Networks or Stochastic Geometry?—0
Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd Counting—0
Interpretable Diversity Analysis: Visualizing Feature Representations In Low-Cost Ensembles—0
Introducing Coherent MIMO Sensing, a fading-resilient, polarization-independent approach to phase-OTDR—0
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants—0
Behaviour Planning: A Toolkit for Diverse Planning—0
DesnowNet: Context-Aware Deep Network for Snow Removal—0
Behavioural Repertoire via Generative Adversarial Policy Networks—0
Market Design with Distributional Objectives—0
A database for face presentation attack using wax figure faces—0
Designing Recommender Systems to Depolarize—0
Designing Data: Proactive Data Collection and Iteration for Machine Learning—0
Behavioral Repertoires for Soft Tensegrity Robots—0
Designing a Robust Radiology Report Generation System—0
Behavioral Malware Classification using Convolutional Recurrent Neural Networks—0
Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective—0
Intelligent Reflecting Surfaces assisted Laser-based Optical Wireless Communication Networks—0
Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions—0
Designing Air Flow with Surrogate-assisted Phenotypic Niching—0
Behaviorally Diverse Traffic Simulation via Reinforcement Learning—0
Design Diversity for Improving Efficiency and Reducing Risk in Oil and Gas Well Stimulation under Uncertain Reservoir Conditions—0
Design and Performance Analysis of a New STBC-MIMO LoRa System—0
BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation—0
Analyzing and Overcoming Local Optima in Complex Multi-Objective Optimization by Decomposition-Based Evolutionary Algorithms—0
Design and Evaluation of the Corpus of Everyday Japanese Conversation—0
Design and Analysis of Diversity-Based Parent Selection Schemes for Speeding Up Evolutionary Multi-objective Optimisation—0
AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners—0
Analyzing and controlling diversity in quantum-behaved particle swarm optimization—0
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN—0
A Character-Centric Creative Story Generation via Imagination—0
Integrating User History into Heterogeneous Graph for Dialogue Act Recognition—0
Intelligence Graph—0
IntenT5: Search Result Diversification using Causal Language Models—0
DE/RM-MEDA: A New Hybrid Multi-Objective Generator—0
Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition—0
Spatial Structure Supports Diversity in Prebiotic Autocatalytic Chemical Ecosystems—0
Beefmoves: Dissemination, Diversity, and Dynamics of English Borrowings in a German Hip Hop Forum—0
Unsourced Adversarial CAPTCHA: A Bi-Phase Adversarial CAPTCHA Framework—0
Becoming More Robust to Label Noise with Classifier Diversity—0
Density Descent for Diversity Optimization—0
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