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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 3451–3500 of 9051 papers

TitleStatusHype
CityCraft: A Real Crafter for 3D City Generation—0
Language Guided Skill Discovery—0
URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement—0
Boosting Diffusion Model for Spectrogram Up-sampling in Text-to-speech: An Empirical Study—0
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition—0
DiNeR: a Large Realistic Dataset for Evaluating Compositional GeneralizationCode0
Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual AwarenessCode0
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract DescriptionsCode0
GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks—0
Total-Duration-Aware Duration Modeling for Text-to-Speech Systems—0
Promoting Fairness and Diversity in Speech Datasets for Mental Health and Neurological Disorders ResearchCode0
To Distill or Not to Distill? On the Robustness of Robust Knowledge DistillationCode0
Diversity in Evolutionary Dynamics—0
Polyhedral Conic Classifier for CTR Prediction—0
Quality-Diversity with Limited ResourcesCode0
Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity—0
Beyond Diagonal RIS-Aided Networks: Performance Analysis and Sectorization Tradeoff—0
Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples—0
Data Measurements for Decentralized Data Markets—0
Highway Value Iteration Networks—0
Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis—0
Hi5: 2D Hand Pose Estimation with Zero Human Annotation—0
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection—0
Understanding the Limitations of Diffusion Concept Algebra Through Food—0
Interactive Image Selection and Training for Brain Tumor Segmentation Network—0
Deep Generative Models for Proton Zero Degree Calorimeter Simulations in ALICE, CERN—0
Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection—0
A DAFT Based Unified Waveform Design Framework for High-Mobility Communications—0
I4VGen: Image as Free Stepping Stone for Text-to-Video Generation—0
WEIRD ICWSM: How Western, Educated, Industrialized, Rich, and Democratic is Social Computing Research?—0
Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization—0
Generating Synthetic Net Load Data with Physics-informed Diffusion Model—0
OpenDataLab: Empowering General Artificial Intelligence with Open Datasets—0
Less is More: Pseudo-Label Filtering for Continual Test-Time AdaptationCode0
Mixture of Rationale: Multi-Modal Reasoning Mixture for Visual Question Answering—0
Layout Agnostic Scene Text Image Synthesis with Diffusion Models—0
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization FunctionCode0
Insect Diversity Estimation in Polarimetric Lidar—0
Automatic Fused Multimodal Deep Learning for Plant IdentificationCode0
Lasso Bandit with Compatibility Condition on Optimal Arm—0
Multipath Exploitation for Fluctuating Target Detection in RIS-Assisted ISAC Systems—0
Image Captioning via Dynamic Path CustomizationCode0
Guiding and Diversifying LLM-Based Story Generation via Answer Set ProgrammingCode0
Cyclic image generation using chaotic dynamicsCode0
Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark—0
GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification—0
Early Stopping Criteria for Training Generative Adversarial Networks in Biomedical Imaging—0
Dynamic Multi-Objective Lion Swarm Optimization with Multi-strategy Fusion: An application in 6R robot trajectory planning—0
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling—0
Achieving Distributed MIMO Performance with Repeater-Assisted Cellular Massive MIMO—0
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