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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 2601–2650 of 9051 papers

TitleStatusHype
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation—0
Ensemble Adversarial Defense via Integration of Multiple Dispersed Low Curvature Models—0
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts—0
Response of Different Tomato Accessions to Biotic and Abiotic Stresses—0
Convergence analysis of OT-Flow for sample generation—0
Complementary Recommendation in E-commerce: Definition, Approaches, and Future Directions—0
Argument Quality Assessment in the Age of Instruction-Following Large Language Models—0
Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement—0
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble—0
Phylogenetic diversity indices from an affine and projective viewpoint—0
EDDA: A Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance DetectionCode0
BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion—0
SceneX: Procedural Controllable Large-scale Scene Generation—0
Content Knowledge Identification with Multi-Agent Large Language Models (LLMs)—0
PPA-Game: Characterizing and Learning Competitive Dynamics Among Online Content Creators—0
Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems—0
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation—0
A Nonlinear African Vulture Optimization Algorithm Combining Henon Chaotic Mapping Theory and Reverse Learning Competition Strategy—0
Universal Cold RNA Phase Transitions—0
An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-IdentificationCode0
InstaSynth: Opportunities and Challenges in Generating Synthetic Instagram Data with ChatGPT for Sponsored Content DetectionCode0
UniTraj: A Unified Framework for Scalable Vehicle Trajectory PredictionCode3
ThemeStation: Generating Theme-Aware 3D Assets from Few ExemplarsCode3
Can 3D Vision-Language Models Truly Understand Natural Language?Code1
Genetic diversity of barley accessions and their response under abiotic stresses using different approaches—0
An Analysis of the Preferences of Distribution Indicators in Evolutionary Multi-Objective Optimization—0
Protected group bias and stereotypes in Large Language Models—0
Improving the Robustness of Large Language Models via Consistency Alignment—0
A reinforcement learning guided hybrid evolutionary algorithm for the latency location routing problemCode0
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion ModelsCode0
Protein Conformation Generation via Force-Guided SE(3) Diffusion ModelsCode2
EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling—0
M^3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset—0
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation—0
The Bid Picture: Auction-Inspired Multi-player Generative Adversarial Networks Training—0
Enhancing Fingerprint Image Synthesis with GANs, Diffusion Models, and Style Transfer Techniques—0
Technical Report: Competition Solution For BetterMixture—0
Diversity-aware Channel Pruning for StyleGAN CompressionCode1
Learning Coherent Matrixized Representation in Latent Space for Volumetric 4D Generation—0
IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models—0
Progressive trajectory matching for medical dataset distillation—0
On Pretraining Data Diversity for Self-Supervised LearningCode1
Wav2Gloss: Generating Interlinear Glossed Text from SpeechCode0
Diversity-Aware Agnostic Ensemble of Sharpness Minimizers—0
Planner3D: LLM-enhanced graph prior meets 3D indoor scene explicit regularization—0
Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial TrajectoryCode1
DreamDA: Generative Data Augmentation with Diffusion ModelsCode1
Controllable Face Synthesis with Semantic Latent Diffusion ModelsCode1
Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal DataCode0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
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